From 427bbc32223c44921f997f813ab6c6426a1a918e Mon Sep 17 00:00:00 2001 From: jp170na Date: Mon, 26 Oct 2026 01:41:35 +0100 Subject: [PATCH] =?UTF-8?q?Dokon=C4=8Denie=20GraphRAG=20evalu=C3=A1cie?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 36 +- docs/graphrag_v7_2026-10-26_worklog.md | 133 + docs/vystupny_kontrakt.md | 4 + test/test_bod3_closure.py | 113 + tools/answer_evaluation/README.md | 25 +- .../check_context_scenarios.py | 2 +- tools/answer_evaluation/check_deployment.py | 21 +- tools/answer_evaluation/checked_generation.py | 18 +- tools/answer_evaluation/context_policy.py | 120 +- .../evaluate_graph_answers.py | 75 +- .../answer_evaluation/graph_answer_prompt.txt | 27 +- tools/answer_evaluation/render_answer.py | 29 + tools/graphrag/evaluation/README.md | 18 +- tools/graphrag/evaluation/benchmark_v2.py | 8 +- tools/graphrag/evaluation/benchmark_v4.py | 2 +- tools/graphrag/evaluation/benchmark_v7.py | 91 + tools/graphrag/evaluation/check_openwebui.py | 2 +- .../graphrag/evaluation/evaluate_graphrag.py | 4 +- tools/graphrag/evaluation/freeze_graphrag.py | 2 +- .../evaluation/frozen_release_v7.json | 137 + tools/graphrag/evaluation/frozen_v7.json | 252 + .../evaluation/graphrag_questions_v7.json | 143614 +++++++++++ tools/graphrag/evaluation/reproducibility.py | 1 + .../answers_v7_dev_2026-10-26/answers_dev.csv | 47 + .../answers_dev.json | 9719 + .../frozen_answers.json | 225 + .../answers_regression.csv | 321 + .../answers_regression.json | 67440 +++++ .../failures.json | 260 + .../frozen_answers.json | 499 + .../answers_test.csv | 81 + .../answers_test.json | 17309 ++ .../frozen_answers.json | 259 + .../results/final_v7_2026-10-26/REPORT.md | 147 + .../deployment_check_docker.json | 130 + .../deployment_check_host.json | 129 + .../final_v7_2026-10-26/graphrag_dev.csv | 1047 + .../final_v7_2026-10-26/graphrag_dev.json | 197906 +++++++++++++++ .../final_v7_2026-10-26/graphrag_test.csv | 81 + .../final_v7_2026-10-26/graphrag_test.json | 16132 ++ .../historical_graph_summary.json | 348 + .../results/final_v7_2026-10-26/summary.json | 270 + .../final_v7_2026-10-26/verification.json | 42 + .../v7_preparation/citation_regrade.json | 43050 ++++ .../v7_preparation/generation_dev_ids.json | 48 + .../live_scenarios.declaration.json | 417 + .../v7_preparation/live_scenarios.json | 1293 + .../results/v7_preparation/protocol.json | 37 + .../v7_preparation/rag_delivery_replay.json | 478 + .../v7_preparation/regression_ids.json | 322 + .../results/v7_preparation/source_audit.json | 8947 + .../v7_preparation/source_corrections.json | 151 + .../results/v7_preparation/source_review.csv | 21 + .../v7_preparation/source_review_packet.json | 751 + tools/graphrag/evaluation/source_oracle.py | 6 +- tools/graphrag/graph_search.py | 11 +- tools/graphrag/graphrag.py | 18 +- 57 files changed, 512558 insertions(+), 118 deletions(-) create mode 100644 docs/graphrag_v7_2026-10-26_worklog.md create mode 100644 test/test_bod3_closure.py create mode 100644 tools/answer_evaluation/render_answer.py create mode 100644 tools/graphrag/evaluation/benchmark_v7.py create mode 100644 tools/graphrag/evaluation/frozen_release_v7.json create mode 100644 tools/graphrag/evaluation/frozen_v7.json create mode 100644 tools/graphrag/evaluation/graphrag_questions_v7.json create mode 100644 tools/graphrag/evaluation/results/answers_v7_dev_2026-10-26/answers_dev.csv create mode 100644 tools/graphrag/evaluation/results/answers_v7_dev_2026-10-26/answers_dev.json create mode 100644 tools/graphrag/evaluation/results/answers_v7_dev_2026-10-26/frozen_answers.json create mode 100644 tools/graphrag/evaluation/results/answers_v7_regression_2026-10-26/answers_regression.csv create mode 100644 tools/graphrag/evaluation/results/answers_v7_regression_2026-10-26/answers_regression.json create mode 100644 tools/graphrag/evaluation/results/answers_v7_regression_2026-10-26/failures.json create mode 100644 tools/graphrag/evaluation/results/answers_v7_regression_2026-10-26/frozen_answers.json create mode 100644 tools/graphrag/evaluation/results/answers_v7_test_2026-10-26/answers_test.csv create mode 100644 tools/graphrag/evaluation/results/answers_v7_test_2026-10-26/answers_test.json create mode 100644 tools/graphrag/evaluation/results/answers_v7_test_2026-10-26/frozen_answers.json create mode 100644 tools/graphrag/evaluation/results/final_v7_2026-10-26/REPORT.md create mode 100644 tools/graphrag/evaluation/results/final_v7_2026-10-26/deployment_check_docker.json create mode 100644 tools/graphrag/evaluation/results/final_v7_2026-10-26/deployment_check_host.json create mode 100644 tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_dev.csv create mode 100644 tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_dev.json create mode 100644 tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_test.csv create mode 100644 tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_test.json create mode 100644 tools/graphrag/evaluation/results/final_v7_2026-10-26/historical_graph_summary.json create mode 100644 tools/graphrag/evaluation/results/final_v7_2026-10-26/summary.json create mode 100644 tools/graphrag/evaluation/results/final_v7_2026-10-26/verification.json create mode 100644 tools/graphrag/evaluation/results/v7_preparation/citation_regrade.json create mode 100644 tools/graphrag/evaluation/results/v7_preparation/generation_dev_ids.json create mode 100644 tools/graphrag/evaluation/results/v7_preparation/live_scenarios.declaration.json create mode 100644 tools/graphrag/evaluation/results/v7_preparation/live_scenarios.json create mode 100644 tools/graphrag/evaluation/results/v7_preparation/protocol.json create mode 100644 tools/graphrag/evaluation/results/v7_preparation/rag_delivery_replay.json create mode 100644 tools/graphrag/evaluation/results/v7_preparation/regression_ids.json create mode 100644 tools/graphrag/evaluation/results/v7_preparation/source_audit.json create mode 100644 tools/graphrag/evaluation/results/v7_preparation/source_corrections.json create mode 100644 tools/graphrag/evaluation/results/v7_preparation/source_review.csv create mode 100644 tools/graphrag/evaluation/results/v7_preparation/source_review_packet.json diff --git a/README.md b/README.md index f661438..beb1149 100644 --- a/README.md +++ b/README.md @@ -15,7 +15,7 @@ FTS5/BM25 + embeddingy + RRF. Nad týmto baseline sa vo vetve GraphRAG dopĺňa knowledge graph uložený v Neo4j. Aktuálne je implementovaná grafová infraštruktúra, deterministický builder, vizualizácia grafu a samostatné grafové vyhľadávanie. Grafová vrstva má zdrojovo overený benchmark a zmrazenú opravenú -verziu v6 s regresiou 320 historických otázok, kontrolou všetkých vrátených +verziu v7 s novým TESTom 80 kombinácií a regresiou 320 historických otázok, kontrolou všetkých vrátených typovaných faktov a samostatným overením generovania odpovedí cez OpenWebUI API. Ďalším krokom je natívne zapojenie grafového nástroja a hlavného agenta do OpenWebUI. @@ -870,17 +870,22 @@ grafové vyhľadávanie je implementované v `tools/graphrag/graph_search.py`. GraphRAG zatiaľ nezasahuje do stabilného klasického `/rag` toku; ďalšia etapa spojí grafové výsledky s klasickým RAG a OpenWebUI nástrojom. -Aktuálna evaluácia GraphRAG **v6** má DEV **722/722** a historickú regresiu -**320/320**, vrátane kontroly všetkých vrátených typovaných faktov oproti raw -Markdownom. Generovanie sa meria samostatne: 42 DEV a finálna regresia 320 -historických otázok vrátane týchto 42; nejde o nový nezávislý TEST. -Strict výsledok generovania je **316/320 (98,75 %)**. Celá sada vrátane -živých testov má **565 úspešných testov**, bez preskočených prípadov. -V6 prenáša úplnosť a verziu dát do kontextu, kontroluje všetky citované URL -oproti podkladom konkrétneho dotazu a spája názov/rok s tagom tej istej osoby. -Priame čítanie zdrojov opravilo 15 očakávaní; v1–v5.1 ostávajú zachované. -Finálne metriky, prvotné odpovede aj opravné pokusy a obmedzenia sú v -[finálnej správe v6](tools/graphrag/evaluation/results/final_v6_2026-10-25/REPORT.md). +Aktuálna evaluácia GraphRAG **v7** má DEV **1 046/1 046** a nový TEST +**80/80** pre grafové vyhľadávanie aj finálne odpovede. Modelový DEV má +**46/46**; pri novom TESTe prešlo na prvý pokus **77/80 (96,25 %)**, +po jednej povolenej oprave **80/80 (100 %)**. Prirodzený text sa skladá +z overených štruktúrovaných tvrdení. Sú to nové kombinácie nad známym +korpusom a šablónami, nie neznáme osoby ani ľudsky anotovaný benchmark. +Samostatná historická regresia má **319/320 (99,69 %)**; nepodložená +odpoveď v zostávajúcom prípade bola odmietnutá pred doručením. + +Všetkých **591 testov** vrátane živých prešlo. V7 opravuje ignorovanie rokov +mimo 20xx, kontrolu rozporných tvrdení o úplnosti, počtov, povinných tvrdení +a citácií vrátane referenčného Markdownu a HTML. Začiatok štúdia vyžaduje +explicitný zdroj, neodvodzuje sa z adresára; opravilo sa 10 očakávaní. +Všetky v1–v6 merania ostávajú zachované. +[Finálna správa v7](tools/graphrag/evaluation/results/final_v7_2026-10-26/REPORT.md) +uvádza presný protokol, opravy, regresiu aj obmedzenia. Historická v4 mala grafový strict TEST 320/320, doplnkovú kontrolu kontextových faktov 319/320 a LLM TEST 281/300 (93,67 %). Pôvodné otázky aj výsledky @@ -1108,9 +1113,10 @@ spoľahlivého zdroja. ### 2. GraphRAG evaluácia -V6 má zmrazený graf a úplnú historickú regresiu **320/320**. -[Finálna správa](tools/graphrag/evaluation/results/final_v6_2026-10-25/REPORT.md) -oddeľuje retrieval a generovanie odpovedí; pôvodné v1–v5.1 sa nemenia. +V7 má zmrazený graf, DEV **1 046/1 046** a nový TEST **80/80**. +[Finálna správa](tools/graphrag/evaluation/results/final_v7_2026-10-26/REPORT.md) +oddeľuje nový TEST od historickej regresie a vyhľadávanie od modelu +s kontrolami a rendererom; pôvodné v1–v6 sa nemenia. Pred formálnym porovnaním s klasickým RAG potrebujeme spoločnú metodiku a ideálne otázky anotované nezávislým človekom. Nový nezávislý TEST vyžaduje nové otázky; opakované meranie odhalených otázok je regresia. diff --git a/docs/graphrag_v7_2026-10-26_worklog.md b/docs/graphrag_v7_2026-10-26_worklog.md new file mode 100644 index 0000000..8a53ee5 --- /dev/null +++ b/docs/graphrag_v7_2026-10-26_worklog.md @@ -0,0 +1,133 @@ +# Uzavretie bodu 3 — GraphRAG v7, 26. 10. 2026 + +V7 opravuje konkrétne chyby z posledného auditu. Historické otázky, +manifesty, tagy a výsledky v1–v6 zostávajú zachované. Záloha projektu, +indexových súborov a grafu je v `/tmp/zp-v7-backup-20261026/`. + +## Opravy + +1. Dotaz rešpektuje ľubovoľný štvormiestny rok vrátane 1899, 1999, 2100 + a 9999. Nepodporovaný zápis po „roku“, napríklad 10000 alebo 20xx, + sa odmieta cez `unsupported_year_constraint`. Podmienka sa nepremení + na vyhľadávanie bez časového obmedzenia. +2. Upozornenie na neúplnosť už nepovoľuje kladné tvrdenie o úplnom zozname + v inej vete. Kontrola rozlišuje aj pravdivé popretie „Nie je to úplný + zoznam“. Testy obsahujú obe možnosti aj skloňované „všetkých študentov“. +3. Model vyberá štruktúrované `claims`, `source_urls`, `status`, `count`; + `answer` ponecháva prázdne. Text pre používateľa zostaví + `render_graph_answer()` z overených hodnôt, bez gold a bez nových faktov. + Pôvodná HTTP odpoveď, parsované tvrdenia a vykreslená odpoveď ostávajú + osobitne uložené. Voľná próza modelu sa nepoužíva ako doručený text. +4. Pri kontrole starého alebo neočakávaného voľného textu sa odmietajú + nepodložené číselné údaje. URL a doslovné hodnoty overených titulov sa + pred týmto porovnaním odlíšia od nových tvrdení. Prípad s dopísaným + rokom 2099 tak neprejde. Samotné porovnávanie čísel nie je úplný + sémantický analyzátor slovenčiny; doručený grafový text je preto + deterministický a obsahuje iba overené polia. +5. `count` musí mať podklad v úplnej agregácii. Pozitívna faktová odpoveď + musí obsahovať tvrdenia a citácie; kontrolujú sa zdroje jednotlivých + uvedených atribútov. Prázdna úplná agregácia s počtom 0 je platná. +6. Citácie sa kontrolujú v bežnom texte, inline a referenčnom Markdowne + aj HTML `href`/`src`, vrátane relatívnych URL, HTML entít a vnorených + zátvoriek v platnej URL. Povolené sú iba URL dodané pre konkrétny dotaz. +7. Ročník adresára sa prestal používať ako začiatok štúdia. Builder aj + nezávislý oracle vyžadujú explicitnú vetu v texte. Graf uvádza + `start_year_basis=explicit_text|missing` a + `start_year_confidence=documented|unknown`. Oracle vedie `cohort_year` + oddelene; táto hodnota sa nevydáva za začiatok štúdia. Pri chýbajúcom + údaji nástroj vráti `missing_documented_start_year`. +8. Hodnotenie mena povoľuje obmedzené gramatické prípony v prirodzenom + texte, ale štruktúrovanú identitu naďalej porovnáva presne. „Martina + NaN1“ sa nezamieňa za iného Martina. Pri deterministickom texte sú + mená aj tak v pôvodnom tvare. Parser JSON neprepisuje neplatné hodnoty; + jeden spoločný opravný požiadavok pre formát/kontext ostáva limitom. +9. Evaluačné CLI vyžadujú explicitný dataset, audit a manifest. Odpovedný + runner vyžaduje aj zoznam DEV; historická regresia navyše vlastné ID. + Už nevyberajú v4 ako tichý predvolený benchmark. Hashované cesty kódu + generovania sú relatívne voči projektu, aby sa dali overiť aj inde. + +## Benchmark a oddelenie meraní + +Všetkých 1 042 odhalených v6 otázok prešlo do DEV. Pridali sa štyri +potrebné regresné otázky na roky mimo 20xx. DEV má **1 046 otázok**. +Odstránenie odhadu štúdia opravilo 10 očakávaní; údaje, ktoré dokument +neuvádza, sa očakávajú ako nenájdené. ID ani text pôvodných otázok sa +nevymazali. Zmeny sú v `v7_preparation/source_corrections.json`. + +Nový **TEST má 80 otázok**, 72 kladných a 8 záporných, vo všetkých +desiatich kategóriách. Seed, kvóty a výber boli uložené pred vyhľadávaním. +Žiadna logická query skupina sa neprekrýva s odhalenými otázkami ani DEV. +Ide o nové kombinácie nad známou wiki, osobami a šablónami. Nie je to +experiment s neznámymi osobami, novým korpusom alebo ľudskou anotáciou. + +Počet otázok v kategóriách je obmedzený dostupnými novými skupinami: +spojenie autor–kategória má dve nové skupiny, výpis kategórií sedem. +Kvóty sa neurčovali podľa úspechu retrievera. Reprezentatívnu vzorku +20 otázok (dve z každej kategórie) skontrolovala AI priamo oproti +Markdownom pred meraním. `source_review_packet.json` obsahuje pôvodné +výňatky a dôkazy; `source_review.csv` závery. **Človek ju neanotoval.** +Odstránenie odhadu z adresára teda rieši neistotu z auditu; nenahrádza +nezávislú ľudskú anotáciu celého korpusu. + +Graf sa zmrazí po kompletnom DEV. Generovanie má vopred deklarovaných +46 DEV otázok: predchádzajúcich 42 a štyri nové rokové regresie. +Finálny nový TEST sa spustí raz po úspešnom DEV. Výsledky sa nepoužijú +na ladenie tejto verzie. Všetkých 320 pôvodných historických otázok sa +meria oddelene ako regresia; jej prekryv s modelovým DEV je priznaný. + +## Zmrazenie a nasadenie + +`frozen_v7.json` viaže implementáciu, raw Markdown, dataset, JSON vstupy, +graf, publikačnú politiku a parametre. Deklarácia `frozen_answers.json` +navyše fixuje model, prompt, renderer a presné ID merania. Kompletný +`frozen_release_v7.json` pokrýva všetky runtime moduly a merané artefakty. + +Docker sa overuje cez `/health`, reálne `/rag`, grafové pozitívne aj +negatívne dotazy, novú rokovú regresiu a chýbajúci začiatok štúdia. +JSON, SQLite a Neo4j majú spoločnú generáciu po `/sync` s `pull_git=false`. +Publikačná politika ostáva: iba explicitné `published=false` sa vylúči. + +## Príkazy + +Konfiguráciu načítajte z prostredia bez jej vypisovania. Pri reprodukcii +vždy používajte nové výstupné cesty; existujúce otázky a merania neprepisujte. + +```bash +# Jednorazové vyhlásenie benchmarku; hotový dataset neregenerovať. +python -m tools.graphrag.evaluation.benchmark_v7 + +RUN_NEO4J_TESTS=1 RUN_LIVE_TESTS=1 RUN_LIVE_RAG_E2E=1 \ + HF_HUB_OFFLINE=1 TRANSFORMERS_OFFLINE=1 python -m pytest -q + +python -m tools.graphrag.evaluation.evaluate_graphrag \ + --questions tools/graphrag/evaluation/graphrag_questions_v7.json --split dev \ + --audit tools/graphrag/evaluation/results/v7_preparation/source_audit.json \ + --output-dir NOVY_GRAF_DEV +python -m tools.graphrag.evaluation.freeze_graphrag \ + --questions tools/graphrag/evaluation/graphrag_questions_v7.json \ + --dev-results NOVY_GRAF_DEV/graphrag_dev.json \ + --audit tools/graphrag/evaluation/results/v7_preparation/source_audit.json \ + --purpose independent_holdout --output NOVY_MANIFEST.json +python -m tools.graphrag.evaluation.evaluate_graphrag \ + --questions tools/graphrag/evaluation/graphrag_questions_v7.json --split test \ + --audit tools/graphrag/evaluation/results/v7_preparation/source_audit.json \ + --freeze-manifest NOVY_MANIFEST.json --output-dir NOVY_GRAF_DEV + +python -m tools.answer_evaluation.evaluate_graph_answers \ + --questions tools/graphrag/evaluation/graphrag_questions_v7.json \ + --audit tools/graphrag/evaluation/results/v7_preparation/source_audit.json \ + --freeze-manifest NOVY_MANIFEST.json \ + --dev-ids tools/graphrag/evaluation/results/v7_preparation/generation_dev_ids.json \ + --split dev --output-dir NOVY_LLM_DEV +``` + +Pre nový TEST použite tie isté parametre, `--split test`, +`--dev-results NOVY_LLM_DEV/answers_dev.json` a nový výstupný adresár. +Pri historickej regresii použite `--split regression` a navyše +`--regression-ids tools/graphrag/evaluation/results/v7_preparation/regression_ids.json`. +Opakovaný beh už odhaleného TESTu je reprodukcia/regresia, nie ďalší +nezávislý experiment. Po ladení podľa TESTu treba nový vopred deklarovaný TEST. + +Kompletné výsledky a zostávajúce metodické obmedzenia sú v +[správe v7](../tools/graphrag/evaluation/results/final_v7_2026-10-26/REPORT.md). +Ďalší blok je natívna integrácia nástrojov a hlavného agenta v OpenWebUI. diff --git a/docs/vystupny_kontrakt.md b/docs/vystupny_kontrakt.md index 6a2788b..099ce32 100644 --- a/docs/vystupny_kontrakt.md +++ b/docs/vystupny_kontrakt.md @@ -1,5 +1,9 @@ # Spoločný výstupný kontrakt RAG a GraphRAG +V7 rozširuje kontrolu formátov citácií a rozporov v úplnosti. Grafové +generovanie má validované štruktúrované tvrdenia a deterministický renderer. +[Aktuálny protokol](graphrag_v7_2026-10-26_worklog.md). + V6 prenáša polia úplnosti a verzie aj do kontextu LLM a kontroluje ich pri generovaní. Kontrola citácií sa vzťahuje na zoznam aj odkazy v texte odpovede. [Implementácia, meranie a obmedzenia](graphrag_v6_2026-10-25_worklog.md). diff --git a/test/test_bod3_closure.py b/test/test_bod3_closure.py new file mode 100644 index 0000000..f1b4df7 --- /dev/null +++ b/test/test_bod3_closure.py @@ -0,0 +1,113 @@ +import copy +import json + +import pytest + +from tools.answer_evaluation.context_policy import answer_context_issues, citation_check, coverage_issues, prose_issues, text_contains_value +from tools.answer_evaluation.checked_generation import generate_checked_answer +from tools.answer_evaluation.render_answer import render_graph_answer +from tools.graphrag.graph_search import extract_query_constraints +from tools.graphrag.graphrag import extract_start_year + + +@pytest.fixture +def context(): + return {'status': 'ok', 'complete': True, 'truncated': False, 'aggregation': None, + 'sources': [{'source_url': 'https://example.test/students/2018/eva'}], + 'facts': [{'person': 'Eva Nová', 'year': 2026, 'title': 'Práca o 3 modeloch', + 'source_url': 'https://example.test/students/2018/eva'}], 'answer_candidates': []} + + +@pytest.fixture +def answer(context): + return {'answer': '', 'status': 'ok', 'claims': [{'person': 'Eva Nová', 'year': 2026, 'title': 'Práca o 3 modeloch'}], + 'source_urls': [context['sources'][0]['source_url']], 'count': None} + + +@pytest.mark.parametrize('year', [1899, 1999, 2099, 2100, 9999]) +def test_year_constraint_is_never_silently_dropped(year): + assert extract_query_constraints(f'Aká práca je v roku {year}?')['years'] == [year] + + +@pytest.mark.parametrize('text', ['Toto je úplný zoznam. Výpis je neúplný.', + 'Uvádzam všetkých študentov. Výpis je neúplný.', + 'Úplný zoznam, ale dôkazy sú orezané.']) +def test_caveat_does_not_license_contradictory_exhaustive_claim(text): + assert 'unsupported_exhaustive_statement' in coverage_issues({'answer': text, 'status': 'ok'}, {'complete': False}) + + +@pytest.mark.parametrize('text', ['Výpis je neúplný.', 'Toto nie je úplný zoznam.', 'Nie je to úplný zoznam.']) +def test_truthful_scope_notice_is_not_rejected(text): + assert coverage_issues({'answer': text, 'status': 'ok'}, {'complete': False}) == [] + + +@pytest.mark.parametrize('text', ['[zdroj][s]\n\n[s]: /vymysleny', 'zdroj', + '', '[s]: javascript:alert(1)', + 'x']) +def test_all_citation_syntaxes_are_checked(text): + assert not citation_check({'answer': text, 'source_urls': []}, {'https://example.test/a'})['citations_ok'] + + +def test_legitimate_balanced_parentheses_and_reference_html_links(): + url = 'https://example.test/a_(b)' + text = f'[x]({url}) a {url}.\n[s]: <{url}>\nx' + assert citation_check({'answer': text, 'source_urls': [url]}, {url})['citations_ok'] + + +def test_count_requires_explicit_complete_aggregation(context, answer): + answer['count'] = 98765 + assert 'unsupported_total_count' in answer_context_issues(answer, context, check_text=False) + + +@pytest.mark.parametrize('field,issue', [('claims', 'missing_required_claims'), ('source_urls', 'missing_required_citations')]) +def test_positive_answer_needs_facts_and_citations(context, answer, field, issue): + answer[field] = [] + assert issue in answer_context_issues(answer, context, check_text=False) + + +def test_every_claim_field_needs_its_source(context, answer): + context['facts'].append({'person': 'Eva Nová', 'keyword': 'python', 'source_url': 'https://example.test/child'}) + context['sources'].append({'source_url': 'https://example.test/child'}) + answer['claims'][0]['keyword'] = 'python' + assert 'missing_claim_source' in answer_context_issues(answer, context, check_text=False) + answer['source_urls'].append('https://example.test/child') + assert answer_context_issues(answer, context, check_text=False) == [] + + +def test_wrong_extra_prose_year_is_rejected_but_citation_path_year_is_not(context, answer): + answer['answer'] = 'Eva Nová má prácu z roku 2026. ' + answer['source_urls'][0] + assert prose_issues(answer) == [] + answer['answer'] += ' Obhajoba bola v roku 2099.' + assert prose_issues(answer) == ['unsupported_prose_number'] + + +def test_renderer_uses_only_validated_fields_and_preserves_model_reply(context, answer): + original = copy.deepcopy(answer) + def complete(_): return {'choices': [{'message': {'content': json.dumps(answer)}}]} + result = generate_checked_answer('Názov a rok?', context, 'Pokyny', complete) + parsed_original = {key: value for key, value in original.items() if value is not None} + assert result['accepted_for_delivery'] and result['model_answer'] == parsed_original + assert result['attempts'][0]['answer'] == parsed_original + assert result['attempts'][0]['response']['choices'][0]['message']['content'] == json.dumps(original) + assert '2026' in result['answer']['answer'] and 'Práca o 3 modeloch' in result['answer']['answer'] + assert answer == original + + +def test_zero_count_is_valid_without_claims_or_sources(): + context = {'status': 'ok', 'facts': [], 'sources': [], 'complete': True, + 'aggregation': {'count': 0, 'complete': True}} + answer = {'answer': '', 'status': 'ok', 'claims': [], 'source_urls': [], 'count': 0} + rendered = render_graph_answer(answer, context) + assert answer_context_issues(rendered, context) == [] + + +def test_directory_cohort_does_not_become_study_start(): + assert extract_start_year('pages/students/2016/eva/README.md', [{'text': 'Diplomová práca 2026'}]) is None + assert extract_start_year('pages/students/2016/eva/README.md', [{'text': 'Rok začiatku štúdia: 2017'}]) == 2017 + assert extract_start_year('pages/students/2016/eva/README.md', [{'text': 'Beginning of the study: 2018'}]) == 2018 + + +def test_person_inflection_keeps_distinct_names_distinct(): + assert text_contains_value('Adriána Remiáša a Martina NaN1', 'Martin NaN1', person=True) + assert not text_contains_value('Martin Jančura', 'Martin NaN1', person=True) + assert not text_contains_value('Martin Malinovský', 'Martin Malý', person=True) diff --git a/tools/answer_evaluation/README.md b/tools/answer_evaluation/README.md index cf4999a..96d3cc6 100644 --- a/tools/answer_evaluation/README.md +++ b/tools/answer_evaluation/README.md @@ -1,6 +1,29 @@ # Generovanie odpovedí nad zmrazeným grafom -Aktuálne meranie **v6** je historická regresia 320 známych otázok vrátane +Aktuálne meranie **v7** používa 46 známych DEV otázok, nový query-group TEST +80 otázok a oddelenú historickú regresiu 320 otázok. +Model vracia štruktúrované tvrdenia, `answer` je prázdne. Aplikácia overí +fakty, väzby, počty a citácie a vykreslí prirodzený text deterministicky. +Voľná próza modelu sa ako finálna odpoveď nedoručuje. Pôvodné HTTP odpovede, +parsované aj vykreslené odpovede a každý opravný pokus sú uložené. + +Nový TEST má prvý pokus **77/80 (96,25 %)** a finálny výsledok **80/80**; +jednu opravu potrebovali tri otázky. Historická regresia má 319/320, +s jedným odmietnutým nepodloženým akademickým názvom. Nejde o meranie voľnej jazykovej +formulácie ani neznámeho korpusu. Modelový DEV má 46/46. +[Správa v7](../graphrag/evaluation/results/final_v7_2026-10-26/REPORT.md). + +Všetky evaluačné vstupy treba zvoliť explicitne. Nový TEST používa +`--split test`; známa regresia `--split regression --regression-ids ...`. +Oba potrebujú dokončený `--dev-results` s rovnakými hashmi a modelom. +Príkazy sú v [pracovnom zázname v7](../../docs/graphrag_v7_2026-10-26_worklog.md). +Budúci OpenWebUI agent musí dodržať `accepted_for_delivery` a odovzdať +overený text; nekontrolované prepísanie rendererovej odpovede by tieto +záruky obišlo. Natívny výber nástrojov ostáva ďalším blokom. + +## Historická v6 + +Meranie **v6** je historická regresia 320 známych otázok vrátane 42 DEV otázok. [Výsledná správa](../graphrag/evaluation/results/final_v6_2026-10-25/REPORT.md) uvádza samostatne prvý pokus, výsledok po jednom povolenom opravnom požiadavku, odmietnuté odpovede a JSON chyby. Žiadna chyba sa nevynecháva z menovateľa. diff --git a/tools/answer_evaluation/check_context_scenarios.py b/tools/answer_evaluation/check_context_scenarios.py index d103c9f..95c5e03 100644 --- a/tools/answer_evaluation/check_context_scenarios.py +++ b/tools/answer_evaluation/check_context_scenarios.py @@ -67,7 +67,7 @@ def main(): args = parser.parse_args() if args.output.exists(): parser.error('Refusing to overwrite results.') - files = [Path(__file__), HERE/'graph_answer_prompt.txt', HERE/'context_policy.py', HERE/'checked_generation.py', HERE/'answer_format.py'] + files = [Path(__file__), HERE/'graph_answer_prompt.txt', HERE/'context_policy.py', HERE/'checked_generation.py', HERE/'answer_format.py', HERE/'render_answer.py'] hashes = {str(p): sha256_file(p) for p in files} declared = scenarios() args.output.parent.mkdir(parents=True, exist_ok=True) diff --git a/tools/answer_evaluation/check_deployment.py b/tools/answer_evaluation/check_deployment.py index 4e96605..88ea02d 100644 --- a/tools/answer_evaluation/check_deployment.py +++ b/tools/answer_evaluation/check_deployment.py @@ -19,24 +19,28 @@ from tools.rag.common import DB_FILE def main(): parser = argparse.ArgumentParser(description=__doc__) parser.add_argument('--output', type=Path, required=True) + parser.add_argument('--questions', type=Path, required=True) + parser.add_argument('--audit', type=Path, required=True) + parser.add_argument('--freeze-manifest', type=Path, required=True) + parser.add_argument('--release-manifest', type=Path) args = parser.parse_args() if args.output.exists(): parser.error('Refusing to overwrite deployment verification.') base = Path('tools/graphrag/evaluation') - release_path = base / 'frozen_release_v6.json' + release_path = args.release_manifest release_match = None - if release_path.exists(): + if release_path is not None: release = json.loads(release_path.read_text()) for path, digest in release['runtime_files'].items(): assert sha256_file(Path(path)) == digest, f'Release code mismatch: {path}' - assert sha256_file(base/'frozen_v6.json') == release['graph_freeze_sha256'] + assert sha256_file(args.freeze_manifest) == release['graph_freeze_sha256'] release_match = True - freeze = json.loads((base/'frozen_v6.json').read_text()) + freeze = json.loads(args.freeze_manifest.read_text()) health = request_json('http://localhost:8000/health') assert health['ready'] and all(v['ready'] for v in health['tools'].values()) with create_neo4j_driver() as driver, driver.session() as session: graph = graph_fingerprint(session) - verify_freeze(freeze, run_metadata(base/'graphrag_questions_v6.json'), graph, - audit=base/'results/v6_preparation/source_audit.json', **freeze['parameters']) + verify_freeze(freeze, run_metadata(args.questions), graph, + audit=args.audit, **freeze['parameters']) current = read_version(Path('data')) assert current == sqlite_version(DB_FILE) == graph_version(session) == health['index_version'] documents = session.run('MATCH (d:Document {graph_scope:"zpwiki"}) RETURN d.path AS path, d.published AS published').data() @@ -50,7 +54,10 @@ def main(): for id, question, expected in [ ('known_title', 'Aký je názov práce osoby Ján Holp a rok práce?', 'ok'), ('generic_label_not_title', 'Uveď názov práce osoby Dárius Lindvai v roku 2019 s kľúčovým slovom python.', 'no_answer'), - ('unknown_person', 'Akú prácu má osoba Jozef Neznámy Overovací?', 'no_answer')]: + ('unknown_person', 'Akú prácu má osoba Jozef Neznámy Overovací?', 'no_answer'), + ('outside_century', 'Aký je názov práce osoby Ján Holp v roku 1999?', 'no_answer'), + ('unsupported_year', 'Aký je názov práce osoby Ján Holp v roku 10000?', 'no_answer'), + ('unknown_start', 'Aký je rok začiatku štúdia osoby Tomáš Kuchárik?', 'no_answer')]: result = search_graph(question) assert result['status'] == expected and result['index_version'] == current cases[id] = {'status': result['status'], 'reason': result['reason'], 'complete': result['complete']} diff --git a/tools/answer_evaluation/checked_generation.py b/tools/answer_evaluation/checked_generation.py index c947120..f5e9e29 100644 --- a/tools/answer_evaluation/checked_generation.py +++ b/tools/answer_evaluation/checked_generation.py @@ -2,6 +2,7 @@ import json from .answer_format import parse_answer, Answer from .context_policy import answer_context_issues +from .render_answer import render_graph_answer def generate_checked_answer(question: str, context: dict, prompt: str, complete) -> dict: @@ -29,18 +30,27 @@ def generate_checked_answer(question: str, context: dict, prompt: str, complete) return result feedback='Vráť jediný platný JSON objekt podľa schémy, bez zmeny faktov z pôvodného kontextu. Schéma: '+json.dumps(Answer.model_json_schema(),ensure_ascii=False) else: - issues=answer_context_issues(answer,context) + issues=answer_context_issues(answer,context,check_text=False) record['context_issues']=issues result['answer']=answer if not issues: - result['accepted_for_delivery']=True - return result + rendered = render_graph_answer(answer, context) + delivery_issues = answer_context_issues(rendered, context) + if delivery_issues: + issues = delivery_issues + record['context_issues'] = issues + else: + record['rendered_answer'] = rendered + result['model_answer'] = answer + result['answer'] = rendered + result['accepted_for_delivery']=True + return result if number==1: result['context_rejected']=True return result feedback=('Odpoveď porušila pravidlá dodaného kontextu: '+', '.join(issues)+'. ' 'Oprav jediný JSON objekt výhradne z pôvodných podkladov. Použi iba source_urls zo sources. ' 'Typ práce nie je keyword. answer_candidates dokladajú spojenie požadovaného názvu alebo roku a tagu cez tú istú osobu. ' - 'Pri neúplnom výstupe uveď: Výpis je neúplný.') + 'Answer ponechaj prázdny; text aj upozornenie zostaví aplikácia.') messages += [{'role':'assistant','content':text},{'role':'user','content':feedback}] return result diff --git a/tools/answer_evaluation/context_policy.py b/tools/answer_evaluation/context_policy.py index acb2de2..71a55ee 100644 --- a/tools/answer_evaluation/context_policy.py +++ b/tools/answer_evaluation/context_policy.py @@ -2,6 +2,8 @@ from __future__ import annotations import re +from html import unescape +from html.parser import HTMLParser import unicodedata @@ -10,12 +12,40 @@ def normalized(value) -> str: return ' '.join(re.findall(r'[a-z0-9]+',''.join(c for c in text if not unicodedata.combining(c)).casefold())) +class _HTMLLinks(HTMLParser): + def __init__(self): + super().__init__(convert_charrefs=True) + self.links = set() + + def handle_starttag(self, tag, attrs): + self.links.update(value for key, value in attrs if key in {'href', 'src'} and value) + + def text_urls(text: str) -> set[str]: - urls = re.findall(r'(?:[a-zA-Z][a-zA-Z0-9+.-]*://|www\.)[^\s<>"\x27`“”„«»‘’\]\)]+', text) - # Relative Markdown targets are citations too, and must be supplied by - # the tool just like absolute links. Never resolve/guess another URL. - urls += re.findall(r'\[[^\]]*\]\(\s*]+)>?', text) - return {url.rstrip('.,;:!?') for url in urls} + """Inspect absolute, inline, reference-style Markdown and HTML links.""" + text = unescape(text) + urls = set() + for url in re.findall(r'(?:[a-zA-Z][a-zA-Z0-9+.-]*://|www\.)[^\s<>"\x27`“”„«»‘’\]]+', text): + url = url.rstrip('.,;:!?') + while url.endswith(')') and url.count(')') > url.count('('): + url = url[:-1] + urls.add(url) + for match in re.finditer(r'\]\(\s*', text): + tail = text[match.end():] + if tail.startswith('<'): + urls.add(tail[1:].split('>', 1)[0]); continue + level = 0; end = 0 + for end, char in enumerate(tail): + if char.isspace() or (char == ')' and level == 0): break + if char == '(': level += 1 + if char == ')': level -= 1 + else: + end = len(tail) + if tail[:end]: urls.add(tail[:end]) + for match in re.finditer(r'^\s{0,3}\[[^]\n]+\]:\s*(?:<([^>]+)>|(\S+))', text, flags=re.M): + urls.add(match[1] or match[2]) + parser = _HTMLLinks(); parser.feed(text) + return urls | parser.links def citation_check(answer: dict, allowed: set[str]) -> dict: @@ -54,32 +84,74 @@ def joined_candidates(facts: list[dict], intent: dict) -> list[dict]: def coverage_issues(answer: dict, context: dict) -> list[str]: - incomplete=context.get('truncated') is True or context.get('complete') is False - unknown=context.get('complete') is None - text=normalized(answer.get('answer','')) - caveat=any(phrase in text for phrase in ['vysledok je neuplny','vysledky su neuplne','vypis je neuplny', - 'zoznam je neuplny','dokazy su orezane','vysledok je orezany','vysledky su orezane', - 'nemusi byt uplny','nemusi byt uplna','nie je uplny','nie su uplne','nemozno zarucit uplnost']) - issues=[] - if incomplete and answer.get('status')=='ok' and not caveat: + incomplete = context.get('truncated') is True or context.get('complete') is False + unknown = context.get('complete') is None + clauses = [normalized(part) for part in re.split(r'[.!?;\n]+', answer.get('answer', ''))] + caveat = any(re.search(r'(?:vypis|zoznam|vysled\w*|dokazy) (?:je |su |nie je |nie su )?(?:neupln\w*|orezan\w*)' + r'|nie (?:je|su) (?:to )?upln\w*|nemozno zarucit uplnost|nemusi byt upln', clause) + for clause in clauses) + issues = [] + if incomplete and answer.get('status') == 'ok' and not caveat: issues.append('missing_incompleteness_notice') - exhaustive=any(phrase in text for phrase in ['uplny zoznam','kompletny zoznam','vsetci studenti','vsetky osoby','vsetky prace']) - if (incomplete or unknown) and exhaustive and not caveat: - issues.append('unsupported_exhaustive_statement') - return issues + if incomplete or unknown: + for clause in clauses: + for match in re.finditer(r'(?:upln\w*|kompletn\w*) (?:zoznam|vypis|prehlad)' + r'|vset(?:ci|ky|kych) (?:student\w*|osob\w*|prac\w*)', clause): + prefix = clause[:match.start()] + # Negation must qualify this particular assertion. A caveat in + # another sentence never licenses a positive exhaustive claim. + if not re.search(r'(?:nie (?:je|su)(?: to)?|nejde o|neuvadzam|' + r'nemozno (?:zarucit|uviest)|nemozem (?:zarucit|poskytnut))\s*$', prefix): + issues.append('unsupported_exhaustive_statement') + return list(dict.fromkeys(issues)) -def answer_context_issues(answer: dict, context: dict) -> list[str]: +def prose_issues(answer: dict) -> list[str]: + """Conservative numeric consistency check; final prose is rendered from claims.""" + text = str(answer.get('answer', '')) + for url in sorted(text_urls(text), key=len, reverse=True): + text = text.replace(url, '') + allowed_numbers = set() + for claim in answer.get('claims', []): + for key, value in claim.items(): + if value is None: continue + if key in {'year', 'start_year'}: allowed_numbers.add(str(value)) + else: text = re.sub(re.escape(str(value)), '', text, flags=re.I) + if answer.get('count') is not None: allowed_numbers.add(str(answer['count'])) + unsupported = set(re.findall(r'\b\d+\b', text)) - allowed_numbers + return ['unsupported_prose_number'] if unsupported else [] + + +def text_contains_value(text: str, value: str, *, person: bool = False) -> bool: + value = normalized(value); text = normalized(text) + if not person: return value in text + suffix = r'(?:a|u|ovi|om|e|ou|y|ovej|oveho|ym|emu)?' + pattern = r'\b' + r'\s+'.join(re.escape(token) + (suffix if token.isalpha() else '') + for token in value.split()) + r'\b' + return bool(re.search(pattern, text)) + + +def answer_context_issues(answer: dict, context: dict, *, check_text: bool = True) -> list[str]: issues=[] if not citation_check(answer,allowed_urls(context))['citations_ok']: issues.append('unsupported_citation') facts=context.get('facts',[]) aggregation=context.get('aggregation') or {} - if answer.get('count') is not None and aggregation: + if answer.get('count') is not None: if aggregation.get('complete') is not True: issues.append('unsupported_total_count') elif answer['count']!=aggregation.get('count'): issues.append('incorrect_context_count') + claims = answer.get('claims', []) + cited = set(answer.get('source_urls', [])) + if answer.get('status') == 'ok' and facts and not claims: + issues.append('missing_required_claims') + if claims and not cited: + issues.append('missing_required_citations') + if answer.get('status') == 'no_answer' and claims: + issues.append('claims_on_no_answer') + if check_text and not str(answer.get('answer', '')).strip(): + issues.append('empty_answer_text') for claim in answer.get('claims',[]): person=normalized(claim.get('person')) rows=[f for f in facts if normalized(f.get('person'))==person] @@ -88,6 +160,12 @@ def answer_context_issues(answer: dict, context: dict) -> list[str]: for key in ['keyword','category','document_author','start_year']: if claim.get(key) is not None and not any(normalized(row.get(key))==normalized(claim[key]) for row in rows): issues.append('unsupported_'+key) + for key in ['title', 'year', 'start_year', 'keyword', 'category', 'document_author']: + if claim.get(key) is None: continue + evidence = {row.get('source_url') for row in rows + if normalized(row.get(key)) == normalized(claim[key]) and row.get('source_url')} + if evidence and not evidence & cited: + issues.append('missing_claim_source') academic={k:claim[k] for k in ['title','year'] if claim.get(k) is not None} if academic and not any(all(normalized(row.get(k))==normalized(v) for k,v in academic.items()) for row in rows): issues.append('unsupported_academic_binding') @@ -105,5 +183,7 @@ def answer_context_issues(answer: dict, context: dict) -> list[str]: issues.append('split_or_missing_person_join') if context.get('status') in {'no_answer','ambiguous','error'} and answer.get('status')=='ok': issues.append('unsupported_positive_status') - issues.extend(coverage_issues(answer,context)) + issues.extend(prose_issues(answer)) + if check_text or str(answer.get('answer', '')).strip(): + issues.extend(coverage_issues(answer,context)) return list(dict.fromkeys(issues)) diff --git a/tools/answer_evaluation/evaluate_graph_answers.py b/tools/answer_evaluation/evaluate_graph_answers.py index dd4167b..668cad6 100644 --- a/tools/answer_evaluation/evaluate_graph_answers.py +++ b/tools/answer_evaluation/evaluate_graph_answers.py @@ -24,7 +24,7 @@ from tools.graphrag.evaluation.reproducibility import graph_fingerprint, run_met from tools.graphrag.evaluation.source_oracle import load_source_oracle, norm from tools.rag.evaluation.rag_runner import DEFAULT_MODEL, OPENWEBUI_URL, request_json from .checked_generation import generate_checked_answer -from .context_policy import joined_candidates, citation_check, allowed_urls, answer_context_issues +from .context_policy import joined_candidates, citation_check, allowed_urls, answer_context_issues, prose_issues, text_contains_value HERE = Path(__file__).resolve().parent @@ -86,7 +86,10 @@ def grade_answer(case: dict, answer: dict, oracle: dict, *, context: dict | None policy_issues=answer_context_issues(normalized,context) if context is not None else [] grade['context_issues']=policy_issues text = norm(answer.get('answer', '')) - missing = [v for v in case.get('expected_answer_contains', []) if norm(v) not in text] + people = {str(b['person']) for b in case['graph']['expected_bindings'] if b.get('person')} + missing = [v for v in case.get('expected_answer_contains', []) + if not text_contains_value(answer.get('answer', ''), str(v), person=str(v) in people)] + policy_issues.extend(prose_issues(normalized)) # The initial sample exposed a real contradiction in otherwise correct # category claims. Check it explicitly rather than silently accepting prose. wrong_thesis_label = 'dizertac' in text and any(str(b.get('category', '')).startswith('dp') @@ -101,14 +104,14 @@ def grade_answer(case: dict, answer: dict, oracle: dict, *, context: dict | None def main(): parser = argparse.ArgumentParser(description=__doc__) parser.add_argument('--output-dir', type=Path, required=True) - parser.add_argument('--sample', type=Path, default=BASE / 'results/final_v4_2026-10-25/openwebui_sample.json') parser.add_argument('--workers', type=int, default=3) parser.add_argument('--model', default=DEFAULT_MODEL) parser.add_argument('--split', choices=['dev', 'test', 'regression'], default='test') - parser.add_argument('--questions', type=Path, default=BASE/'graphrag_questions_v4.json') - parser.add_argument('--audit', type=Path, default=BASE/'results/v4_preparation/source_audit.json') - parser.add_argument('--freeze-manifest', type=Path, default=BASE/'frozen_v4.json') - parser.add_argument('--dev-ids', type=Path) + parser.add_argument('--questions', type=Path, required=True) + parser.add_argument('--audit', type=Path, required=True) + parser.add_argument('--freeze-manifest', type=Path, required=True) + parser.add_argument('--dev-ids', type=Path, required=True) + parser.add_argument('--regression-ids', type=Path) parser.add_argument('--dev-results', type=Path, help='Required completed DEV before final regression.') args = parser.parse_args() if args.output_dir.exists(): @@ -117,19 +120,26 @@ def main(): parser.error('OPENWEBUI_API_KEY missing.') if args.workers < 1: parser.error('--workers must be positive.') - if args.split=='regression' and args.dev_results is None: + if args.split in {'regression', 'test'} and args.dev_results is None: parser.error('Final regression requires completed --dev-results.') dataset=args.questions; audit=args.audit; frozen=args.freeze_manifest manifest = json.loads(frozen.read_text()) questions = json.loads(dataset.read_text()); oracle = load_source_oracle() - sample = json.loads(args.sample.read_text()); exposed = set(sample['selected_ids']) - test = [q for q in questions if q['split'] == 'test' and q['id'] not in exposed] - assert len(exposed) == 20 and len(test) == 300 - development=set(json.loads(args.dev_ids.read_text())) if args.dev_ids else exposed - selected = ([q for q in questions if q['split']=='test'] if args.split=='regression' else - test if args.split=='test' else [q for q in questions if q['id'] in development]) - if args.split=='regression' and manifest.get('evaluation_kind')!='historical_regression': - parser.error('Regression requires an explicitly declared historical regression freeze.') + development=set(json.loads(args.dev_ids.read_text())) + test = [q for q in questions if q['split'] == 'test'] + if args.split == 'regression': + if args.regression_ids is None: parser.error('Regression needs explicit --regression-ids.') + regression_ids = set(json.loads(args.regression_ids.read_text())) + selected = [q for q in questions if q['id'] in regression_ids] + if len(selected) != len(regression_ids): parser.error('Unknown/duplicate regression IDs.') + else: + selected = test if args.split == 'test' else [q for q in questions if q['id'] in development] + if not selected: parser.error('Empty selected split.') + if args.split == 'test' and (manifest.get('evaluation_kind') != 'independent_holdout' + or development & {q['id'] for q in selected}): + parser.error('Fresh TEST requires independent freeze and zero DEV overlap.') + if not development <= {q['id'] for q in questions if q['split'] == 'dev'}: + parser.error('Generation DEV must be declared inside the dataset DEV split.') prompt_path = HERE / 'graph_answer_prompt.txt'; prompt = prompt_path.read_text() args.output_dir.mkdir(parents=True) metadata = run_metadata(dataset); settings = get_neo4j_settings(); contexts = {} @@ -141,9 +151,9 @@ def main(): result=search_graph_with_session(session,case['question'],**manifest['parameters']) result['index_version']=metadata['index_version'] contexts[case['id']]=graph_context(result) - code_files = [Path(__file__), prompt_path, HERE/'answer_format.py',HERE/'context_policy.py',HERE/'checked_generation.py', Path('tools/rag/evaluation/rag_runner.py')] - hashes = {str(p): sha256_file(p) for p in code_files} - if args.split=='regression': + code_files = [Path(__file__), prompt_path, HERE/'answer_format.py',HERE/'context_policy.py',HERE/'checked_generation.py', HERE/'render_answer.py', Path('tools/rag/evaluation/rag_runner.py')] + hashes = {str(p.resolve().relative_to(HERE.parents[1])): sha256_file(p) for p in code_files} + if args.split in {'regression', 'test'}: dev=json.loads(args.dev_results.read_text()) if (dev['configuration']['selected_split']!='dev' or set(dev['configuration']['selected_ids'])!=development @@ -156,25 +166,29 @@ def main(): or dev['configuration']['model']!=args.model or dev['run_metadata'].get('index_version')!=metadata['index_version']): raise RuntimeError('Generation code, prompt, data or complete DEV differs; rerun DEV before final freeze.') - declaration = {'method': ('Previously exposed LLM questions; regression, not independent TEST.' - if manifest.get('evaluation_kind')=='historical_regression' else - 'Fresh LLM-generation holdout over previously measured, frozen graph queries.'), + declaration = {'method': ('Known-question development selection.' if args.split=='dev' else + 'Previously exposed LLM questions; regression, not independent TEST.' + if args.split=='regression' else + 'Fresh query-group holdout over known sources and templates; zero DEV query-group overlap.'), 'graph_freeze_sha256': sha256_file(frozen), 'audit_sha256': sha256_file(audit), 'generation_files': hashes, 'model': args.model, 'temperature': 0, 'workers': args.workers, 'dev_ids': sorted(development), 'test_ids': [q['id'] for q in test], 'dev_count': len(development), 'test_count': len(test), 'target_accuracy': 0.92, + 'evaluation_kind': 'historical_regression' if args.split=='regression' else 'independent_query_group_holdout' if args.split=='test' else 'development', + 'rendering': 'Verified structured claims rendered deterministically; raw model outputs preserved.', 'selected_split': args.split, 'selected_ids': [q['id'] for q in selected], 'selected_count':len(selected), 'selected_dev_overlap': len(development & {q['id'] for q in selected}), 'corrective_request_limit':1,'format_repair_limit':1, 'repair_policy':'At most one total corrective request for format, citations or retrieval-context violations. Same question/context, no gold; retain all attempts.', 'dev_results_sha256':sha256_file(args.dev_results) if args.dev_results else None, 'policy': ('Evaluate every declared regression case, including DEV overlap; retain all failures and stop tuning after this freeze.' - if manifest.get('evaluation_kind')=='historical_regression' else - 'Evaluate all 300; retain every failure; do not tune on this TEST.'), + if args.split=='regression' else + 'Evaluate every declared fresh TEST case once; retain every failure; do not tune on this TEST.'), 'selected_categories': dict(Counter(q['category'] for q in selected)), - 'limitations': [('All questions and previous model outputs are known; this is historical regression.' - if manifest.get('evaluation_kind')=='historical_regression' else - 'Known corpus/profiles and templates; model outputs for these 300 questions were not previously observed.'), + 'limitations': [('Known development questions; not a holdout.' if args.split=='dev' else + 'All questions and previous model outputs are known; this is historical regression.' + if args.split=='regression' else + 'Known corpus/profiles and templates; these query groups were not previously evaluated.'), 'Harness supplies graph context; native OpenWebUI tool choice and browser UI are outside this experiment.', 'Checks structured factual claims, their source support/citations and required prose values; not a general semantic judge of arbitrary prose.']} (args.output_dir / 'frozen_answers.json').write_text(json.dumps(declaration, ensure_ascii=False, indent=2) + '\n') @@ -193,8 +207,9 @@ def main(): # Grading occurs after all generation/correction decisions, never inside # the generator. Gold cannot influence whether another request is sent. for attempt in row['attempts']: - attempt['strict']=(grade_answer(case,attempt['answer'],oracle,context=context)['strict'] - if attempt.get('answer') else False) + candidate = attempt.get('rendered_answer', attempt.get('answer')) + attempt['strict']=(grade_answer(case,candidate,oracle,context=context)['strict'] + if candidate else False) if row.get('answer'): row.update(grade_answer(case,row['answer'],oracle,context=context)) row['strict']=bool(row['strict'] and row['accepted_for_delivery']) @@ -219,7 +234,7 @@ def main(): with create_neo4j_driver(settings) as driver, driver.session(database=settings.database) as session: verify_freeze(manifest, run_metadata(dataset), graph_fingerprint(session), audit=audit, **manifest['parameters']) assert graph_version(session)==metadata['index_version'],'Index version changed during generation.' - assert hashes == {str(p): sha256_file(p) for p in code_files}, 'Generation code changed during TEST.' + assert hashes == {str(p.resolve().relative_to(HERE.parents[1])): sha256_file(p) for p in code_files}, 'Generation code changed during TEST.' output['by_category'] = {category: {'questions': len(rows), 'correct': sum(r['strict'] for r in rows), 'accuracy': sum(r['strict'] for r in rows) / len(rows)} for category in sorted({q['category'] for q in selected}) for rows in [[r for r in output['questions'] if r['category'] == category]]} diff --git a/tools/answer_evaluation/graph_answer_prompt.txt b/tools/answer_evaluation/graph_answer_prompt.txt index e2454f2..4b4aeb0 100644 --- a/tools/answer_evaluation/graph_answer_prompt.txt +++ b/tools/answer_evaluation/graph_answer_prompt.txt @@ -1,16 +1,11 @@ -Odpovedaj po slovensky iba z dodaných overených grafových faktov. Žiadne ďalšie vedomosti. -Vráť JSON: {"answer": "stručná prirodzená odpoveď so zdrojmi", "status": "ok alebo no_answer", "claims": [], "source_urls": [], "count": null}. -Každá claim obsahuje person a iba relevantné pravdivé polia: title, year, start_year, keyword, category, document_author. Nepovinné polia vynechaj; nevypĺňaj ich null ani odhadom. -Claims musia pokryť všetky požadované fakty. Podmienky patria tej istej osobe a názov aj rok tej istej práci. Metadata category a document_author spájaj len pri rovnakom document_path. -Presne zachovaj mená, názvy, tagy a kódy kategórií. Mená uvádzaj v pôvodnom tvare aj v texte answer. V answer uveď všetky požadované hodnoty; nezamieňaj začiatok štúdia s rokom práce. -Title znamená výhradne názov akademickej práce alebo projektu; meno profilu nikdy nie je názov práce. Category je iba skutočný kód taxonomy.category, napríklad dp2026. Študent nie je kategória. Typ akademickej práce nie je kategória. Kódy kategórií nerozpisuj ani z nich neodhaduj rok práce. bp = bakalárska práca, dp = diplomová práca, phd = dizertačná práca; diplomová práca nie je dizertačná. -Pri výbere kandidátov a počte uvádzaj len zodpovedajúcich kandidátov. Použi vypočítaný count, nikdy počet uvedených zdrojov. Pri porovnaní ľudí daj každému samostatnú claim. -Source_urls musí obsahovať konkrétne relevantné URL zo zdrojov; neodhaduj ich a neupravuj. Cituj ich aj v answer. Uveď všetky zdroje potrebné na doloženie uvedených faktov. -Ak status kontextu je no_answer, oznám, že požadované údaje sa nenašli, status no_answer, claims prázdne. Nevymýšľaj žiadny názov ani pozitívny fakt. -Kľúčové slovo sa v tomto nástroji viaže na osobu cez jej vlastné aj dcérske dokumenty. Pri otázke na názov a kľúčové slovo spoj title, year a keyword do jednej claim pre tú istú person, aj keď majú odlišné document_path. Nevyžaduj rovnaký dokument pre tag a názov. Rovnaký dokument je povinný pri spoločnej kategórii a autorovi dokumentu. -Pred odoslaním pri otázke na názov a tag over, že claim s názvom obsahuje súčasne person, title, year aj keyword. Nerozdeľ túto požadovanú väzbu na samostatnú claim s názvom a samostatnú claim s tagom. -Pri rokoch porovnaj len akademické záznamy dodané v kontexte, nie poznámky o príprave. Pri počte nemiešaj nevyhovujúcich kandidátov do claims. -Vráť iba jediný platný JSON objekt bez úvodu, vysvetlení mimo JSON a bez Markdown ohraničenia. Reťazce ohraničuj ASCII dvojitými úvodzovkami. Vo vnútri answer názvy neobaľuj ďalšími ASCII dvojitými úvodzovkami; ak ich použiješ, musia byť escapované. Roky a count sú celé čísla. Nevypisuj čiarku za poslednou položkou. -Rešpektuj complete, truncated, truncation_reasons a index_version. Ak truncated=true alebo complete=false a uvádzaš výsledky, do answer vlož vetu „Výpis je neúplný.“ Neoznačuj výpis za úplný zoznam ani za všetky existujúce práce. Pri complete=null úplnosť nemožno zaručiť. Ak aggregation.complete=true, počet môže byť presný aj pri orezaných dôkazoch; vtedy uveď „Počet je úplný, dôkazy sú orezané.“ Inak z počtu zobrazených položiek neodvodzuj celkový počet. -Všetky URL v answer aj source_urls musia byť presne zo sources. Typ práce (napríklad diplomový projekt) nie je kľúčové slovo; keyword uveď iba ak ho dokladá fakt keyword pre tú istú person. -answer_candidates sú doložené spojenia požadovaného názvu alebo roku a tagu cez tú istú osobu, nie nové odhady. Ak je taký kandidát poskytnutý a status kontextu je ok, odpovedz podľa neho a neodmietaj ho len preto, že tag pochádza z dcérskeho dokumentu. V claims ponechaj jeho person, year, keyword a prípadne title spolu v jednom objekte a cituj všetky jeho podklady. Aj pri samotnej kombinácii tag + rok práce sa tag viaže na osobu, nemusí byť v dokumente obsahujúcom rok práce. +Vyber iba pravdivé štruktúrované tvrdenia z dodaného graph_context. Nepoužívaj vlastné vedomosti, zdrojový oracle ani údaje z otázky ako dôkaz. +Vráť jediný platný JSON objekt: {"answer":"","status":"ok","claims":[],"source_urls":[],"count":null}. Answer MUSÍ zostať prázdny reťazec. Prirodzený text, citácie a upozornenie na úplnosť zostaví aplikácia z overených polí. Nepíš voľný text ani Markdown mimo JSON. Všetky reťazce ohraničuj ASCII dvojitými úvodzovkami; úvodzovky v hodnotách escapuj. +Každá claim obsahuje person a len požadované polia, ktoré sú priamo doložené faktami: title, year, start_year, keyword, category, document_author. Nepovinné polia vynechaj. Roky a count sú celé čísla. Presne zachovaj mená, názvy, tagy a kódy kategórií. Nevytváraj nové osoby, hodnoty ani typy tvrdení. +Title je názov akademickej práce/projektu, nikdy názov profilovej stránky alebo generický odkaz na rešerš. Year je rok tej istej práce ako title. Start_year je explicitne doložený začiatok štúdia; rok adresára nie je dôkaz. Keyword je skutočný tag osoby, nikdy typ práce ako diplomový projekt. Category je presný taxonomy.category kód. Document_author je autor dokumentu, nie automaticky študent. +Všetky podmienky jednej claim patria tej istej osobe. Title a year patria rovnakému akademickému záznamu. Category a document_author musia byť doložené tým istým document_path. +Tag patrí osobe cez jej profil aj dcérske dokumenty. Pre kombináciu názvu/roku a tagu nevyžaduj rovnaký dokument. Answer_candidates sú už doložené spojenia cez tú istú osobu; zachovaj ich person, year, keyword a prípadne title spolu v jednej claim. Neodmietaj toto spojenie len pre odlišné document_path. +Claims musia pokryť všetky relevantné výsledky dotazu a požadované väzby. Pri porovnaní ľudí uveď každého v samostatnej claim. Pri výbere kandidátov vynechaj nevyhovujúce osoby. Pri názve práce uveď aj rok, ak je vo faktoch známy. +Source_urls musí obsahovať konkrétne relevantné source_url zo sources pre všetky tvrdenia. Nevymýšľaj ani neupravuj URL. Ak názov/rok dokladá profil a tag dcérsky dokument, cituj oba potrebné zdroje. Nepoužívaj URL iných osôb ako náhradnú citáciu. +Count môže byť číslo iba pri aggregation.complete=true a musí sa rovnať aggregation.count. Inak count=null, aj pri no_answer. Počet nie je počet zobrazených zdrojov. Presný agregovaný počet môže byť úplný aj pri orezanom výpise dôkazov. +Pri status kontextu no_answer vráť status=no_answer, claims=[], count=null. Pri ambiguous alebo error zachovaj tento status a prázdne claims. Nevymýšľaj pozitívnu odpoveď. Nulová úplná agregácia so status=ok je platný výsledok s count=0. +Complete, truncated, truncation_reasons a index_version nemenia pravdivosť faktov. Význam a obmedzenia výsledku oznámi aplikácia. Answer nechaj prázdne aj pri neúplnosti, nenájdení a chybe. diff --git a/tools/answer_evaluation/render_answer.py b/tools/answer_evaluation/render_answer.py new file mode 100644 index 0000000..6ac2cd7 --- /dev/null +++ b/tools/answer_evaluation/render_answer.py @@ -0,0 +1,29 @@ +"""Render only validated structured facts; never infer facts or read gold.""" +from copy import deepcopy + + +def render_graph_answer(answer: dict, context: dict) -> dict: + out = deepcopy(answer) + lines = [] + if out['status'] == 'ok': + labels = {'title': 'názov práce', 'year': 'rok práce', 'start_year': 'začiatok štúdia', + 'keyword': 'kľúčové slovo', 'category': 'kategória', 'document_author': 'autor dokumentu'} + for claim in out['claims']: + values = [f'{label}: {claim[key]}' for key, label in labels.items() if claim.get(key) is not None] + lines.append(claim['person'] + (' — ' + '; '.join(values) if values else '') + '.') + if out.get('count') is not None: + lines.append(f'Počet vyhovujúcich osôb: {out["count"]}.') + if context.get('complete') is False or context.get('truncated'): + lines.append('Výpis je neúplný.') + elif context.get('complete') is None: + lines.append('Úplnosť vyhľadania nemožno zaručiť.') + elif out['status'] == 'ambiguous': + lines.append('Požiadavka je nejednoznačná; údaje nemožno spoľahlivo určiť.') + elif out['status'] == 'error': + lines.append('Vyhľadanie zlyhalo; odpoveď nemožno pripraviť.') + else: + lines.append('Požadované údaje sa v dostupných podkladoch nenašli.') + if out['source_urls']: + lines.append('Zdroje: ' + ', '.join(out['source_urls'])) + out['answer'] = '\n'.join(lines) + return out diff --git a/tools/graphrag/evaluation/README.md b/tools/graphrag/evaluation/README.md index 3d35852..0723d37 100644 --- a/tools/graphrag/evaluation/README.md +++ b/tools/graphrag/evaluation/README.md @@ -1,6 +1,22 @@ # GraphRAG evaluácia -Aktuálna verzia je **v6**, tag `graphrag-v6-frozen`. +Aktuálna verzia je **v7**, tag `graphrag-v7-frozen`. +[Správa v7](results/final_v7_2026-10-26/REPORT.md): graf DEV 1 046/1 046, +nový query-group TEST 80/80, model DEV 46/46, finálne odpovede TEST 80/80 +(prvý pokus 77/80). Všetkých 591 testov prešlo. Stará regresia má 319/320; +jeden nepodložený modelový názov sa nedoručil. TEST sa neprekrýva so žiadnou odhalenou query skupinou; +korpus, ľudia a šablóny sú známe. Dve kategórie majú len 2 a 7 nových skupín. + +CLI vyžaduje explicitné `--questions`, `--audit`, `--freeze-manifest` +(pri TESTe) a nový výstupný adresár. Použite `graphrag_questions_v7.json`, +`results/v7_preparation/source_audit.json`, `frozen_v7.json`. +Generátor `benchmark_v7` vytvára otázky jednorazovo z raw zdrojov, bez +predikcií. Odstránil sa odhad začiatku štúdia z adresára, nie nedokumentované +otázky z merania. [Príkazy a postup](../../../docs/graphrag_v7_2026-10-26_worklog.md). + +## Historická v6 + +Historická verzia je **v6**, tag `graphrag-v6-frozen`. [Finálna správa v6](results/final_v6_2026-10-25/REPORT.md) oddeľuje grafový DEV 722/722, regresiu 320/320 a generované odpovede modelu. Generovanie má strict **316/320 (98,75 %)**; všetkých **565 testov** prešlo. diff --git a/tools/graphrag/evaluation/benchmark_v2.py b/tools/graphrag/evaluation/benchmark_v2.py index b6a9f5d..e248a11 100644 --- a/tools/graphrag/evaluation/benchmark_v2.py +++ b/tools/graphrag/evaluation/benchmark_v2.py @@ -99,7 +99,8 @@ def binding_source_evidence(binding: dict, oracle: dict) -> list[dict]: 'year_basis': row['year_basis']}) if 'start_year' in binding: evidence.append({'document_path': person['profile'], 'sha256': oracle['documents'][person['profile']]['sha256'], - 'field': 'start_year', 'value': binding['start_year']}) + 'field': 'start_year', 'value': binding['start_year'], + 'basis': person.get('start_year_basis', 'explicit_text'), 'confidence': 'documented'}) return evidence @@ -378,6 +379,9 @@ def validate_case(case: dict, oracle: dict) -> list[str]: if constraints.get('unknown_person'): if norm(constraints['unknown_person']) in {norm(name) for name in oracle['people']}: issues.append('negative_person_actually_exists') + elif constraints.get('missing_start_year'): + if names and all(oracle['people'][name]['start_year'] is not None for name in names): + issues.append('negative_start_year_actually_documented') elif constraints.get('shared_academic_year'): year_sets = [{r['year'] for r in academics(oracle, name) if r['year'] is not None} for name in names] if year_sets and set.intersection(*year_sets): @@ -408,7 +412,7 @@ def validate_case(case: dict, oracle: dict) -> list[str]: if names and set(graph['expected_entity_set']) != set(oracle['people'][names[0]]['categories']): issues.append('incomplete_category_set') if graph.get('expected_count') is not None: - years = re.findall(r'\b20\d{2}\b', case['question']) + years = re.findall(r'\b\d{4}\b', case['question']) if not years: issues.append('count_without_supported_year_constraint') else: diff --git a/tools/graphrag/evaluation/benchmark_v4.py b/tools/graphrag/evaluation/benchmark_v4.py index d6aa22f..f90d1ec 100644 --- a/tools/graphrag/evaluation/benchmark_v4.py +++ b/tools/graphrag/evaluation/benchmark_v4.py @@ -33,7 +33,7 @@ def logical_group(case: dict) -> str: names = sorted(norm(row['value']) for row in graph['start_entities'] if row['type'] == 'person') bindings = graph.get('expected_bindings', []) keywords = sorted({norm(row['keyword']) for row in bindings if row.get('keyword')}) - years = sorted({int(value) for value in re.findall(r'\b20\d{2}\b', case['question'])}) + years = sorted({int(value) for value in re.findall(r'\b\d{4}\b', case['question'])}) # A shared-year query has no requested year; its complete answer is derived. selectors = {'keywords': keywords, 'requested_years': years} if category == 'document_author_category_multi_hop': diff --git a/tools/graphrag/evaluation/benchmark_v7.py b/tools/graphrag/evaluation/benchmark_v7.py new file mode 100644 index 0000000..cfd74c0 --- /dev/null +++ b/tools/graphrag/evaluation/benchmark_v7.py @@ -0,0 +1,91 @@ +"""Declare a fresh query-group holdout using raw sources only, before retrieval. + +All 1,042 previously exposed questions become DEV. No profile is new; this is +a new-combination holdout over a known corpus, not an unseen-person experiment. +""" +import copy +import json +import random +from collections import Counter + +from .benchmark_v2 import BASE, audit_dataset, make_case, validate_case, write_json, binding_source_evidence +from .benchmark_v4 import build_pool, logical_group, refresh_titles +from .source_oracle import load_source_oracle, norm + +QUOTAS = {'shared_keyword_pair': 10, 'same_academic_year_pair': 10, + 'same_start_year_pair': 10, 'person_title_year': 10, 'person_keyword_title': 10, + 'document_author_category_multi_hop': 2, 'person_multiple_categories': 7, + 'candidate_set_aggregation': 7, 'conjunctive_disambiguation': 6, 'negative_lookup': 8} +SEED = 20261026 + + +def main(): + output = BASE/'graphrag_questions_v7.json'; artifacts = BASE/'results/v7_preparation' + if output.exists(): raise RuntimeError('Refusing to overwrite declared questions.') + oracle = load_source_oracle() + old = json.loads((BASE/'graphrag_questions_v6.json').read_text()) + dev = []; changes = [] + exposed = {logical_group(q) for q in old} + for original in old: + case = copy.deepcopy(original); case['split'] = 'dev' + names = [r['value'] for r in case['graph']['start_entities'] if r['type'] == 'person'] + if any(b.get('start_year') is not None and oracle['people'][b['person']]['start_year'] is None + for b in case['graph']['expected_bindings']): + case = make_case(case['id'], 'dev', case['category'], case['question'], names, oracle, [], + no_answer=True, reason='The original Markdown does not explicitly document every requested study-start year.', + negative_constraints={'missing_start_year': True}) + changes.append({'id': case['id'], 'old_bindings': original['graph']['expected_bindings'], + 'new_status': 'no_answer', 'reason': 'Directory cohort is not a documented study-start year.'}) + elif case['should_answer']: + case['source_evidence'] = [e for b in case['graph']['expected_bindings'] for e in binding_source_evidence(b, oracle)] + case['graph']['partition_group'] = logical_group(case); dev.append(case) + # Fixed audit regressions; these are explicitly DEV, not extra easy TEST negatives. + for year in [1999, 1899, 2100, 9999]: + case = make_case(f'v7-dev-year-{year}', 'dev', 'negative_lookup', + f'Aký je názov práce osoby Ján Holp v roku {year}?', ['Ján Holp'], oracle, [], + no_answer=True, negative_constraints={'year': year}) + case['graph']['partition_group'] = logical_group(case); dev.append(case) + exposed.update(logical_group(q) for q in dev) + texts = {norm(q['question']) for q in dev}; rng = random.Random(SEED) + holdout = []; capacity = {} + for category, pool in build_pool(oracle).items(): + unique = {} + for candidate in pool: + case = refresh_titles(candidate, oracle); group = logical_group(case) + if group not in exposed and norm(case['question']) not in texts: + unique[group] = case + capacity[category] = len(unique) + candidates = [unique[key] for key in sorted(unique)]; rng.shuffle(candidates) + quota = QUOTAS[category] + if len(candidates) < quota: raise RuntimeError(f'Insufficient source capacity: {category}') + for case in candidates[:quota]: + case['id'] = f'fresh7-{len(holdout)+1:03d}'; case['split'] = 'test' + case['graph']['partition_group'] = logical_group(case); holdout.append(case) + questions = dev + holdout + for case in questions: + issues = validate_case(case, oracle) + if issues: raise RuntimeError(f'{case["id"]}: {issues}') + write_json(output, questions) + audit = audit_dataset(questions, oracle, output) + audit['partition_policy'] = {'method': 'disjoint logical query groups', + 'shared_source_profiles': True, 'seed': SEED, 'previously_exposed_groups': sorted(exposed), + 'limitations': ['Known corpus, persons and template families; only the query/fact combinations are fresh.', + 'Two remaining document-author/category groups and seven category-list groups constrain category coverage.', + 'AI source annotation, not human annotation. No tuning on this TEST.']} + write_json(artifacts/'source_audit.json', audit) + write_json(artifacts/'source_corrections.json', {'questions': changes, + 'policy': 'Only explicit study-start text is a fact. Cohort remains separate metadata; missing means unknown.'}) + write_json(artifacts/'regression_ids.json', [q['id'] for q in old if q['split'] == 'test']) + ids = set(json.loads((BASE/'results/v6_preparation/generation_dev_ids.json').read_text())) + ids.update(f'v7-dev-year-{year}' for year in [1999, 1899, 2100, 9999]) + write_json(artifacts/'generation_dev_ids.json', sorted(ids)) + write_json(artifacts/'protocol.json', {'seed': SEED, 'dev_count': len(dev), 'fresh_test_count': len(holdout), + 'test_categories': dict(Counter(q['category'] for q in holdout)), 'test_positives': sum(q['should_answer'] for q in holdout), + 'test_negatives': sum(not q['should_answer'] for q in holdout), 'available_groups': capacity, + 'old_gold_corrections': len(changes), 'regression_count': 320, 'llm_dev_count': len(ids), + 'target': .92, 'policy': 'Freeze after complete DEV; run fresh TEST once, retain every failure. Regression remains separate.', + 'annotation': 'Independent raw-source oracle plus AI source review; not human review.'}) + print(json.dumps({'dev': len(dev), 'test': len(holdout), 'source_corrections': len(changes), 'quotas': QUOTAS})) + + +if __name__ == '__main__': main() diff --git a/tools/graphrag/evaluation/check_openwebui.py b/tools/graphrag/evaluation/check_openwebui.py index ac7d3da..322d85e 100644 --- a/tools/graphrag/evaluation/check_openwebui.py +++ b/tools/graphrag/evaluation/check_openwebui.py @@ -88,7 +88,7 @@ def main(): from tools.graphrag.build_graphrag import graph_version parser = argparse.ArgumentParser(description=__doc__) - parser.add_argument('--questions', type=Path, default=BASE / 'graphrag_questions_v4.json') + parser.add_argument('--questions', type=Path, required=True) parser.add_argument('--freeze-manifest', type=Path, required=True) parser.add_argument('--audit', type=Path, required=True) parser.add_argument('--output', type=Path, required=True) diff --git a/tools/graphrag/evaluation/evaluate_graphrag.py b/tools/graphrag/evaluation/evaluate_graphrag.py index e4da79a..f93a78c 100644 --- a/tools/graphrag/evaluation/evaluate_graphrag.py +++ b/tools/graphrag/evaluation/evaluate_graphrag.py @@ -54,13 +54,13 @@ def parse_args() -> argparse.Namespace: parser.add_argument( "--questions", type=Path, - default=QUESTIONS_PATH, + required=True, ) parser.add_argument( "--output-dir", type=Path, - default=RESULTS_DIR / 'development_v4', + required=True, ) parser.add_argument( diff --git a/tools/graphrag/evaluation/freeze_graphrag.py b/tools/graphrag/evaluation/freeze_graphrag.py index cace664..c9a33ac 100644 --- a/tools/graphrag/evaluation/freeze_graphrag.py +++ b/tools/graphrag/evaluation/freeze_graphrag.py @@ -88,7 +88,7 @@ def make_freeze(dev: dict, questions: list[dict], fingerprints: dict, audit: dic def main() -> None: parser = argparse.ArgumentParser(description=__doc__) parser.add_argument('--dev-results', type=Path, required=True) - 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"expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2018/adrian_remias/README.md" + ], + "no_answer_basis": "No source academic record has year 2099.", + "negative_constraints": { + "year": 2099, + "keyword": "interpuction" + }, + "partition_group": "b81e9eaee57d2a381283c849486878373f1113abc8706e9bcded5d47dfcfdead" + }, + "source_evidence": [ + { + "document_path": "pages/students/2018/adrian_remias/README.md", + "sha256": "e5bfe1d5d4e626beaa636a02d34ec58cf2cff9b0e57833905af35b80bf1465a2", + "field": "closed_world_metadata", + "tags": [ + "nlp", + "transformers", + "interpuction" + ], + "categories": [ + "dp2024" + ] + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "regression-0583", + "split": "dev", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov práce má osoba Artur Hyrenko, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo chatbot?", + "should_answer": false, + "expected_documents": [ + "pages/students/2021/artur_hyrenko/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko" + ], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Artur Hyrenko" + } + ], + "expected_bindings": [], + "expected_evidence_documents": [], + "expected_path_patterns": [], + "expected_no_answer": true, + "expected_status": "no_answer", + "expected_entities": [], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2021/artur_hyrenko/README.md" + ], + "no_answer_basis": "No source academic record has year 2099.", + "negative_constraints": { + "year": 2099, + "keyword": "chatbot" + }, + "partition_group": "5afaa52b633e2ac0657b98d84de9d129ce4692481316be0fa4efa3ffff71470b" + }, + "source_evidence": [ + { + "document_path": 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[], + "expected_path_patterns": [], + "expected_no_answer": true, + "expected_status": "no_answer", + "expected_entities": [], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2018/david_ilas/README.md" + ], + "no_answer_basis": "No source academic record has year 2099.", + "negative_constraints": { + "year": 2099, + "keyword": "emotion" + }, + "partition_group": "82ba7a0f543a66bf689dd6eed5648d03124c42f454a501fd2bfc5f8be57afdd5" + }, + "source_evidence": [ + { + "document_path": "pages/students/2018/david_ilas/README.md", + "sha256": "96c45ff9c5a821ddcb1a2fc86d487bd8f4729d1b76887914b0f5fbf99af45af0", + "field": "closed_world_metadata", + "tags": [ + "nlp", + "emotion" + ], + "categories": [ + "dp2023" + ] + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "regression-0585", + "split": "dev", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov práce má osoba Dávid Kostilník, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo ir?", + "should_answer": false, + "expected_documents": [ + "pages/students/2020/david_kostilnik/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik" + ], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Dávid Kostilník" + } + ], + "expected_bindings": [], + "expected_evidence_documents": [], + "expected_path_patterns": [], + "expected_no_answer": true, + "expected_status": "no_answer", + "expected_entities": [], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2020/david_kostilnik/README.md" + ], + "no_answer_basis": "No source academic record has year 2099.", + "negative_constraints": { + "year": 2099, + "keyword": "ir" + }, + "partition_group": 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Stromp" + } + ], + "expected_bindings": [], + "expected_evidence_documents": [], + "expected_path_patterns": [], + "expected_no_answer": true, + "expected_status": "no_answer", + "expected_entities": [], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2019/david_stromp/README.md" + ], + "no_answer_basis": "Requested tag absent from complete raw frontmatter catalog.", + "negative_constraints": { + "keyword": "neexistujucitagvzor" + }, + "partition_group": "86f1b28b9f43960ab8c93d47ec1879c283959dd56e3745b2847faf04a2571a47" + }, + "source_evidence": [ + { + "document_path": "pages/students/2019/david_stromp/README.md", + "sha256": "e46ca8691d5ec894128f6f6f2ed33e2c7bd141f80719bb0449b20f10f30cca09", + "field": "closed_world_metadata", + "tags": [ + "ir", + "cassandra", + "nlp", + "cluster" + ], + "categories": [ + "bp2022" + ] + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "regression-0587", + "split": "dev", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov práce má osoba Dmytro Mural, ak jej dokument obsahuje kľúčové slovo neexistujucitagvzor?", + "should_answer": false, + "expected_documents": [ + "pages/students/2019/dmytro_mural/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural" + ], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Dmytro Mural" + } + ], + "expected_bindings": [], + "expected_evidence_documents": [], + "expected_path_patterns": [], + "expected_no_answer": true, + "expected_status": "no_answer", + "expected_entities": [], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2019/dmytro_mural/README.md" + ], + "no_answer_basis": "Requested tag absent from complete raw frontmatter catalog.", + "negative_constraints": { + "keyword": "neexistujucitagvzor" + }, + "partition_group": "66c720d156e36b6903f865b4b39f0208c491df0db582c834b9b2e54684dd32e9" + }, + "source_evidence": [ + { + "document_path": "pages/students/2019/dmytro_mural/README.md", + "sha256": "e881a47d847c3ef8d680844113fdbfbb87553b28982bf9eef4936f6d30923e93", + "field": "closed_world_metadata", + "tags": [], + "categories": [ + "bp2022" + ] + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "regression-0588", + "split": "dev", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov diplomovej práce má osoba Tibor Neexistujúci Skúšobný?", + "should_answer": false, + "expected_documents": [], + "expected_source_urls": [], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Tibor Neexistujúci Skúšobný" + } + ], + "expected_bindings": [], + "expected_evidence_documents": [], + "expected_path_patterns": [], + "expected_no_answer": true, + "expected_status": "no_answer", + "expected_entities": [], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [], + "no_answer_basis": "Explicit full name absent from all raw profile frontmatter titles.", + "negative_constraints": { + "unknown_person": "Tibor Neexistujúci Skúšobný" + }, + "partition_group": "0f9f5bb7d05aaecd747eb322bba7ce88abf4c1a2ee8301287dd7e2c4e129ff36" + }, + "source_evidence": [], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "regression-0589", + "split": "dev", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov diplomovej práce má osoba Lenka Neskutočná Vzorová?", + "should_answer": false, + "expected_documents": [], + "expected_source_urls": [], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Lenka 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"https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik" + ], + "expected_answer_contains": [ + "Samuel Širotník", + "bp2021" + ], + "graph": { + "schema_version": 3, + "task": "person_multiple_categories", + "start_entities": [ + { + "type": "person", + "value": "Samuel Širotník" + } + ], + "expected_bindings": [ + { + "person": "Samuel Širotník", + "category": "bp2021" + } + ], + "expected_evidence_documents": [ + { + "binding_index": 0, + "role": "category_document", + "any_of": [ + { + "document_path": "pages/students/2018/samuel_sirotnik/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik" + } + ] + } + ], + "expected_path_patterns": [ + { + "binding_index": 0, + "node_kinds": [ + "Person", + "Document", + "Category" + ], + "relationships": [ + "HAS_DOCUMENT", + "IN_CATEGORY" + ] + } + ], + "expected_no_answer": false, + "expected_status": "ok", + "expected_entities": [ + { + "type": "person", + "value": "Samuel Širotník" + }, + { + "type": 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'tools/answer_evaluation/answer_format.py', + 'tools/answer_evaluation/render_answer.py', 'tools/rag/evaluation/rag_metrics.py', 'tools/rag/evaluation/rag_runner.py']) return { 'implementation': {str(path.relative_to(root)): sha256_file(path) for path in files}, diff --git a/tools/graphrag/evaluation/results/answers_v7_dev_2026-10-26/answers_dev.csv b/tools/graphrag/evaluation/results/answers_v7_dev_2026-10-26/answers_dev.csv new file mode 100644 index 0000000..93ef81e --- /dev/null +++ b/tools/graphrag/evaluation/results/answers_v7_dev_2026-10-26/answers_dev.csv @@ -0,0 +1,47 @@ +id,category,strict,error,latency_seconds,attempts,first_pass_strict +wide-001,shared_keyword_pair,True,,7.008382885003812,1,True +wide-002,shared_keyword_pair,True,,5.500854778001667,1,True +wide-041,same_academic_year_pair,True,,11.343971206995775,1,True +wide-042,same_academic_year_pair,True,,6.9671594820101745,1,True +wide-080,same_academic_year_pair,True,,9.73526496400882,1,True 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b/tools/graphrag/evaluation/results/answers_v7_dev_2026-10-26/answers_dev.json @@ -0,0 +1,9719 @@ +{ + "configuration": { + "method": "Known-question development selection.", + "graph_freeze_sha256": "9e97794200520d0f2288e452c9e186c0291a54c63d2c1382f693a9753e4081cf", + "audit_sha256": "7825d4f3e4e535eb5f49e975dfef363b9b813f1de5c97e2387e5c2f3e578e6a5", + "generation_files": { + "tools/answer_evaluation/evaluate_graph_answers.py": "d81504e8fe51598c6bd1b0d482f61b9b6f51f87ba3f38b03ae1bc584675a3b76", + "tools/answer_evaluation/graph_answer_prompt.txt": "fc9f2f8d52e70a8d67b9f4814b3f15e6be64bf88afe53ce4db4f037bde00e064", + "tools/answer_evaluation/answer_format.py": "86a27b4aebc6a5077e13794b81957a1cf063a1f3e070c583120ba53c1788d2f8", + "tools/answer_evaluation/context_policy.py": "0dc2a056ca0d886d7cc8248ed4632c910c5e35bebd03ef94573df41802297f47", + "tools/answer_evaluation/checked_generation.py": "cb821a65327424c19cbd996190b14e6aa30d9b909493f11716552f71249a0529", + 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"Qwen3.5-122B-A10B-Q4_K_M", + "system_fingerprint": "b8580-7c203670f", + "object": "chat.completion", + "usage": { + "completion_tokens": 20, + "prompt_tokens": 1328, + "total_tokens": 1348, + "prompt_tokens_details": { + "cached_tokens": 814 + } + }, + "id": "chatcmpl-71jsOiT1Jj30f5Fdr7RrHEX4YwryunOT", + "timings": { + "cache_n": 814, + "prompt_n": 514, + "prompt_ms": 625.161, + "prompt_per_token_ms": 1.2162665369649803, + "prompt_per_second": 822.1882043185676, + "predicted_n": 20, + "predicted_ms": 1319.409, + "predicted_per_token_ms": 65.97045, + "predicted_per_second": 15.158301936700447 + } + }, + "answer": { + "answer": "Požadované údaje sa v dostupných podkladoch nenašli.", + "status": "no_answer", + "claims": [], + "source_urls": [] + }, + "model_answer": { + "answer": "", + "status": "no_answer", + "claims": [], + "source_urls": [] + }, + "bindings_ok": true, + "unsupported_claims": [], + "sources_ok": true, + "status_ok": true, + "count_ok": true, + "set_ok": true, + 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"accuracy": 1.0 + }, + "person_title_year": { + "questions": 5, + "correct": 5, + "accuracy": 1.0 + }, + "same_academic_year_pair": { + "questions": 3, + "correct": 3, + "accuracy": 1.0 + }, + "same_start_year_pair": { + "questions": 3, + "correct": 3, + "accuracy": 1.0 + }, + "shared_keyword_pair": { + "questions": 2, + "correct": 2, + "accuracy": 1.0 + } + } +} diff --git a/tools/graphrag/evaluation/results/answers_v7_dev_2026-10-26/frozen_answers.json b/tools/graphrag/evaluation/results/answers_v7_dev_2026-10-26/frozen_answers.json new file mode 100644 index 0000000..1abe44b --- /dev/null +++ b/tools/graphrag/evaluation/results/answers_v7_dev_2026-10-26/frozen_answers.json @@ -0,0 +1,225 @@ +{ + "method": "Known-question development selection.", + "graph_freeze_sha256": "9e97794200520d0f2288e452c9e186c0291a54c63d2c1382f693a9753e4081cf", + "audit_sha256": "7825d4f3e4e535eb5f49e975dfef363b9b813f1de5c97e2387e5c2f3e578e6a5", + "generation_files": { + "tools/answer_evaluation/evaluate_graph_answers.py": "d81504e8fe51598c6bd1b0d482f61b9b6f51f87ba3f38b03ae1bc584675a3b76", + "tools/answer_evaluation/graph_answer_prompt.txt": "fc9f2f8d52e70a8d67b9f4814b3f15e6be64bf88afe53ce4db4f037bde00e064", + "tools/answer_evaluation/answer_format.py": "86a27b4aebc6a5077e13794b81957a1cf063a1f3e070c583120ba53c1788d2f8", + "tools/answer_evaluation/context_policy.py": "0dc2a056ca0d886d7cc8248ed4632c910c5e35bebd03ef94573df41802297f47", + "tools/answer_evaluation/checked_generation.py": "cb821a65327424c19cbd996190b14e6aa30d9b909493f11716552f71249a0529", + "tools/answer_evaluation/render_answer.py": "609c534a37899b3febcea32d983da4b806c287de8f2ddf9bc0675e3280859002", + "tools/rag/evaluation/rag_runner.py": "031abf7d5b1a026eb199aa2a579bfb8baaa01175279d0018a364bfe50b76c3c1" + }, + "model": "model120-fast", + "temperature": 0, + "workers": 3, + "dev_ids": [ + "v7-dev-year-1899", + "v7-dev-year-1999", + "v7-dev-year-2100", + "v7-dev-year-9999", + "wide-001", + 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citations or retrieval-context violations. Same question/context, no gold; retain all attempts.", + "dev_results_sha256": null, + "policy": "Evaluate every declared fresh TEST case once; retain every failure; do not tune on this TEST.", + "selected_categories": { + "shared_keyword_pair": 2, + "same_academic_year_pair": 3, + "same_start_year_pair": 3, + "person_title_year": 5, + "person_keyword_title": 12, + "document_author_category_multi_hop": 4, + "person_multiple_categories": 3, + "candidate_set_aggregation": 5, + "conjunctive_disambiguation": 3, + "negative_lookup": 6 + }, + "limitations": [ + "Known development questions; not a holdout.", + "Harness supplies graph context; native OpenWebUI tool choice and browser UI are outside this experiment.", + "Checks structured factual claims, their source support/citations and required prose values; not a general semantic judge of arbitrary prose." + ] +} diff --git a/tools/graphrag/evaluation/results/answers_v7_regression_2026-10-26/answers_regression.csv 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Same question/context, no gold; retain all attempts.", + "dev_results_sha256": "4af9b52c250c837707c0690d892ec833347b3d3ee71d338ec631f6450eef8045", + "policy": "Evaluate every declared fresh TEST case once; retain every failure; do not tune on this TEST.", + "selected_categories": { + "shared_keyword_pair": 10, + "same_academic_year_pair": 10, + "same_start_year_pair": 10, + "person_title_year": 10, + "person_keyword_title": 10, + "document_author_category_multi_hop": 2, + "person_multiple_categories": 7, + "candidate_set_aggregation": 7, + "conjunctive_disambiguation": 6, + "negative_lookup": 8 + }, + "limitations": [ + "Known corpus/profiles and templates; these query groups were not previously evaluated.", + "Harness supplies graph context; native OpenWebUI tool choice and browser UI are outside this experiment.", + "Checks structured factual claims, their source support/citations and required prose values; not a general semantic judge of arbitrary prose." + ] +} diff --git a/tools/graphrag/evaluation/results/final_v7_2026-10-26/REPORT.md b/tools/graphrag/evaluation/results/final_v7_2026-10-26/REPORT.md new file mode 100644 index 0000000..5f7ff7d --- /dev/null +++ b/tools/graphrag/evaluation/results/final_v7_2026-10-26/REPORT.md @@ -0,0 +1,147 @@ +# GraphRAG v7 — uzavretie bodu 3, 26. 10. 2026 + +Nový query-group TEST dosiahol **80/80** pri grafovom vyhľadávaní aj pri +finálnych odpovediach. Na prvý pokus modelu prešlo **77/80 — 96,25 %**; +tri otázky prešli po jednom povolenom opravnom požiadavku. Cieľ ≥92 % je splnený +už pri prvom pokuse aj pri finálnej pipeline. Celá sada má **591 úspešných +testov, bez preskočenia**. + +**Bod 3 je technicky uzavretý pre podporované typy dotazov a tento korpus.** +Hodnotí sa modelový výber štruktúrovaných tvrdení, kontrola zdrojov a +renderer; nie ľubovoľná voľná próza LLM ani natívne OpenWebUI smerovanie. +100 % na 80 otázkach nie je zárukou všeobecnej pravdivosti. + +## Výsledky + +| Meranie | Správne | Úspešnosť | +|---|---:|---:| +| Graf DEV vrátane známych regresií | 1 046/1 046 | 100,00 % | +| Graf nový query-group TEST | 80/80 | 100,00 % | +| Graf historická podmnožina v DEV | 320/320 | 100,00 % | +| Model + renderer DEV, finálne | 46/46 | 100,00 % | +| Nový TEST, prvý pokus modelu + renderer | 77/80 | 96,25 % | +| Nový TEST, po jednej povolenej oprave | 80/80 | 100,00 % | +| Historická regresia, prvý pokus | 310/320 | 96.88 % | +| Historická regresia, finálne | 319/320 | 99.69 % | +| Živé syntetické funkčné scenáre mimo benchmarku | 9/9 | 100,00 % | + +Modelový DEV mal prvý pokus 45/46 a jednu úspešnú opravu formátu. +V novom TESTe potreboval `fresh7-054` opravu schémy a `fresh7-058`, +`fresh7-059` odstránenie nepodloženého počtu pri neagregačnej otázke. +Opravu vyvolal iba formát alebo skutočný kontext; gold ani následné +skóre sa pri rozhodovaní o opakovaní nepoužívajú. +Finálna historická regresia má **0 chýb spracovania**, +**10 opravných požiadavkov** +(z toho formát 3, kontext 7). +Všetky odpovede, pôvodné pokusy a prípadné zlyhania ostávajú v menovateli. + +Zostávajúci prípad `wide-285`: po chybe schémy model vložil názov dcérskeho +dokumentu PYTORCH - LSTM TUTORIÁL ako akademický názov k roku 2019. +Taká väzba nie je v akademických faktoch doložená; guard ju odmietol +(`unsupported_academic_binding`, `accepted_for_delivery=false`). +Odpoveď sa nedoručila. Povolený opravný pokus už bol vyčerpaný. +[Úplný záznam](../answers_v7_regression_2026-10-26/failures.json). + +| Kategória nového TESTu | Finálne správne | Úspešnosť | +|---|---:|---:| +| `candidate_set_aggregation` | 7/7 | 100.00 % | +| `conjunctive_disambiguation` | 6/6 | 100.00 % | +| `document_author_category_multi_hop` | 2/2 | 100.00 % | +| `negative_lookup` | 8/8 | 100.00 % | +| `person_keyword_title` | 10/10 | 100.00 % | +| `person_multiple_categories` | 7/7 | 100.00 % | +| `person_title_year` | 10/10 | 100.00 % | +| `same_academic_year_pair` | 10/10 | 100.00 % | +| `same_start_year_pair` | 10/10 | 100.00 % | +| `shared_keyword_pair` | 10/10 | 100.00 % | + +## Uzavreté podbody + +| Podbod | Konkrétny výsledok | +|---|---| +| 3.1 Benchmark a zdroje | 1 126 zdrojovo skontrolovaných otázok; 10 opravených očakávaní po odstránení odhadu štúdia z adresára. Nová vzorka 20 otázok priamo skontrolovaná z Markdownov. | +| 3.2 Evaluator a doručenie | Rozpory v úplnosti, nepodložené počty/roky, chýbajúce claims/citácie a HTML/referenčné odkazy majú regresné testy. Finálny text vzniká iba z overených tvrdení. | +| 3.3 DEV | Kompletný grafový DEV 1 046/1 046, modelový DEV 46/46; staré prípady `wide-104`, `wide-119`, `wide-143`, `wide-176` prešli na prvý pokus aj v novej regresii. | +| 3.4 Zmrazenie | `frozen_v7.json`, deklarácie generovania a `frozen_release_v7.json`; explicitné CLI vstupy, odtlačky rendereru aj spoločných modulov. | +| 3.5 Finálne overenie | Nový TEST 80 skupín bez DEV prekryvu, jednorazovo po zmrazení; samostatná historická regresia 320 otázok a kontrola Dockeru. | +| 3.6 Metriky a správa | Oddelené prvotné a finálne odpovede, vyhľadávanie a modelová pipeline, nový TEST a regresia. V1–v6 ostávajú zachované. | + +## Opravené chyby + +- Rok 1999 sa už nevynechá: dotaz na Jána Holpa nevracia práce z 2019/2021. + Aj ostatné štvormiestne roky sa aplikujú ako obmedzenie. Nepodporovaný + číselný zápis po „roku“ sa explicitne odmieta. +- Veta „Výpis je neúplný“ neospravedlňuje iné kladné tvrdenie o úplnom zozname. + Pravdivé popretie úplnosti je povolené. +- Prirodzený text sa skladá deterministicky z validovaných claims/count a URL. + Pri regrade neočakávanej voľnej prózy dopísaný rok 2099 neprejde. + Zostávajúci číselný filter nie je univerzálny sémantický analyzátor; + používateľovi sa preto nedoručuje nekontrolovaný voľný text modelu. +- Počet bez úplnej agregácie sa odmietne. Pozitívne faktové odpovede vyžadujú + tvrdenia a citácie, vrátane zdrojov jednotlivých atribútov. Count=0 v úplnej + prázdnej agregácii je povolený. +- Kontrolujú sa aj referenčné Markdown a HTML odkazy, relatívne URL, entity + a korektné URL so zátvorkami. Nepovolené odkazy sa neobchádzajú upozornením. +- Začiatok štúdia je iba explicitne uvedený údaj. Graf eviduje pôvod a istotu, + chýbajúca hodnota ostáva neznáma; `wide-112` už nevyžaduje odhadovaný rok + Tomáša Kuchárika. Cohort nie je administratívny fakt o nástupe na štúdium. +- Skloňované meno sa v texte rozpoznáva obmedzenými príponami pri zachovaní + presnej štruktúrovanej identity. Canonical renderer používa pôvodné meno. +- Dataset, audit, manifest a DEV ID sa pri evaluácii vyberajú explicitne; + spúšťanie už potichu nevyberá v4. + +## Nezávislosť a pôvod očakávaní + +Všetkých 1 042 v6 otázok je odhalených a v7 ich označuje ako DEV. Štyri +nové auditové rokové regresie dopĺňajú počet na 1 046. Historických 320 +sa vyhodnocuje z tejto množiny samostatne. Je to **regresia**, nie nový TEST. + +Nový TEST má 80 kombinácií, 72 kladných a 8 záporných. Seed 20261026, +kvóty a ID vznikli z raw Markdownov pred čítaním predikcií. Normalizované +query skupiny ani formulácie sa s DEV neprekrývajú. Po zmrazení sa podľa +TESTu nemenil kód, prompt, gold ani výber otázok. Korpus, osoby a rodiny +šablón sú známe; nejde o unseen-profile experiment. + +Priama AI kontrola 20 otázok pokrýva všetkých desať kategórií. +[Zdrojový hárok](../v7_preparation/source_review.csv) a +[výňatky](../v7_preparation/source_review_packet.json) sú uložené. +**Ľudská anotácia neprebehla.** Neistá adresárová konvencia bola odstránená, +nie potvrdená bez dôkazu. Autor–kategória má iba dve nové skupiny a výpis +kategórií sedem; nemožno tvrdiť rovnakú štatistickú silu každej kategórie. + +## Regresia a zachované referencie + +V6 mala strict 316/320. V7 mení gold pri 10 známych otázkach (sedem z +historických 320) a používa štruktúrovaný modelový výstup s rendererom. +Rozdiel percent nie je izolovaný odhad zlepšenia samotného LLM. +Všetky pôvodné baseline, otázky, finálne JSON/CSV a v1–v6 výsledky sa zachovávajú. + +Prepočet citácií 56 archivovaných súborov má 6 044 odpovedí a päť výskytov +URL mimo podkladov, rovnako ako v6. Ide o prekrývajúce sa experimenty. +Klasický RAG sa novým modelovým TESTom nemeral. Prehratie piatich uložených +RAG odpovedí cez kontrolu upozornenia opäť prešlo 5/5; to nie je nová +presnosť modelu. Je to regresia prezentačnej vrstvy. + +## Nasadenie a reprodukcia + +Súbory, SQLite a Neo4j sú po koordinovanom `/sync` na spoločnej generácii +`33ea0794472c416e97c84371a2a6cdf8`; wiki Git je +`3e892a1d49e9bce118cd03478ce15e01c2bebb4e`. Index má 114 dokumentov a 887 +chunkov, graf 446 uzlov a 877 vzťahov. Explicitné published=false sa skryje, +16 chýbajúcich hodnôt sa zahrnie; viditeľných je 113 dokumentov. + +[Hostiteľské overenie](deployment_check_host.json) a +[overenie Dockeru](deployment_check_docker.json) potvrdzujú dostupnosť, +spoločnú generáciu, normalizované publikovanie a runtime odtlačky. +Modelové výstupy obsahujú celý skutočný grafový kontext a verziu dát. + +[Príkazy a zmeny](../../../../../docs/graphrag_v7_2026-10-26_worklog.md). +Reprodukcia používa nový výstupný adresár a príslušný release checkout. +Git HEAD v metadátach merania je východiskový commit pred finálnym commitom; +konkrétny meraný kód určujú obsahové SHA. Model `model120-fast` je vzdialená +služba; parametre a odpovede sú uložené, váhy prevádzkuje poskytovateľ. + +Ďalším blokom sú natívne nástroje a hlavný agent v OpenWebUI. Musia rešpektovať +odmietnutie doručenia a odovzdať overený text; voľné prepísanie rendererového +textu bez kontrol by uvedené vlastnosti obišlo. Toto smerovanie sa v bode 3 +nemeralo a je súčasťou bodu 4. diff --git a/tools/graphrag/evaluation/results/final_v7_2026-10-26/deployment_check_docker.json b/tools/graphrag/evaluation/results/final_v7_2026-10-26/deployment_check_docker.json new file mode 100644 index 0000000..743e18b --- /dev/null +++ b/tools/graphrag/evaluation/results/final_v7_2026-10-26/deployment_check_docker.json @@ -0,0 +1,130 @@ +{ + "checked_at_utc": "2026-10-26T00:38:33.284887+00:00", + "health": { + "status": "ok", + "ready": true, + "database_exists": true, + "search_engine": "hybrid_fts5_embeddings", + "rag_enabled": true, + "zpwiki_exists": true, + "security_configured": true, + "index_version": { + "version": "33ea0794472c416e97c84371a2a6cdf8", + "git_revision": "3e892a1d49e9bce118cd03478ce15e01c2bebb4e", + "created_at_utc": "2026-10-26T00:10:27.444513+00:00", + "source_sha256": "007792c12f3467dd3203bb4951ccc197fdc0eef669580f1b1f893baf609ca363", + "documents_sha256": "0542af2a373771cf7c4a95f93d14f4f687f6a0187846892c959aa6efc4bade52", + "chunks_sha256": "437dde589be46e0c30842dd330de22d96a0173d2dbaff9c5f129568cb2bca4c9", + "embedding_model": "intfloat/multilingual-e5-small", + "publication_policy": "explicit-false-hidden-v1" + }, + "tools": { + "rag": { + "ready": true, + "status": "ready", + "reason": null, + "embedding_model": "intfloat/multilingual-e5-small", + "dimensions": 384, + "index_version": { + "version": "33ea0794472c416e97c84371a2a6cdf8", + "git_revision": "3e892a1d49e9bce118cd03478ce15e01c2bebb4e", + "created_at_utc": "2026-10-26T00:10:27.444513+00:00", + "source_sha256": "007792c12f3467dd3203bb4951ccc197fdc0eef669580f1b1f893baf609ca363", + "documents_sha256": "0542af2a373771cf7c4a95f93d14f4f687f6a0187846892c959aa6efc4bade52", + "chunks_sha256": "437dde589be46e0c30842dd330de22d96a0173d2dbaff9c5f129568cb2bca4c9", + "embedding_model": "intfloat/multilingual-e5-small", + "publication_policy": "explicit-false-hidden-v1" + } + }, + "neo4j": { + "ready": true, + "status": "ready", + "reason": null + }, + "graphrag": { + "ready": true, + "status": "ready", + "reason": null, + "index_version": { + "chunks_sha256": "437dde589be46e0c30842dd330de22d96a0173d2dbaff9c5f129568cb2bca4c9", + "created_at_utc": "2026-10-26T00:10:27.444513+00:00", + "documents_sha256": "0542af2a373771cf7c4a95f93d14f4f687f6a0187846892c959aa6efc4bade52", + "embedding_model": "intfloat/multilingual-e5-small", + "git_revision": "3e892a1d49e9bce118cd03478ce15e01c2bebb4e", + "publication_policy": "explicit-false-hidden-v1", + "source_sha256": "007792c12f3467dd3203bb4951ccc197fdc0eef669580f1b1f893baf609ca363", + "version": "33ea0794472c416e97c84371a2a6cdf8" + }, + "nodes": 446 + } + } + }, + "index_version": { + "version": "33ea0794472c416e97c84371a2a6cdf8", + "git_revision": "3e892a1d49e9bce118cd03478ce15e01c2bebb4e", + "created_at_utc": "2026-10-26T00:10:27.444513+00:00", + "source_sha256": "007792c12f3467dd3203bb4951ccc197fdc0eef669580f1b1f893baf609ca363", + "documents_sha256": "0542af2a373771cf7c4a95f93d14f4f687f6a0187846892c959aa6efc4bade52", + "chunks_sha256": "437dde589be46e0c30842dd330de22d96a0173d2dbaff9c5f129568cb2bca4c9", + "embedding_model": "intfloat/multilingual-e5-small", + "publication_policy": "explicit-false-hidden-v1" + }, + "frozen_implementation_inputs_and_graph_match": true, + "graph": { + "sha256": "566817ce7ddebb2638585192c148c41421071bdf719674fc6ddddb1c99a0e36f", + "nodes": 446, + "relationships": 877 + }, + "graph_cases": { + "known_title": { + "status": "ok", + "reason": null, + "complete": true + }, + "generic_label_not_title": { + "status": "no_answer", + "reason": "no_matching_facts", + "complete": true + }, + "unknown_person": { + "status": "no_answer", + "reason": "unknown_person", + "complete": true + }, + "outside_century": { + "status": "no_answer", + "reason": "no_matching_facts", + "complete": true + }, + "unsupported_year": { + "status": "no_answer", + "reason": "unsupported_year_constraint", + "complete": true + }, + "unknown_start": { + "status": "no_answer", + "reason": "missing_documented_start_year", + "complete": true + } + }, + "rag_live_query": "ok", + "release_code_match": true, + "rag_context_metadata_matches_contract": true, + "publication": { + "documents": 114, + "explicit_false": 1, + "missing_included": 16, + "visible_by_policy": 113, + "hidden_document_absent_from_rag": true + }, + "runtime": { + "python": "3.11.17", + "fastapi": "0.136.3", + "pydantic": "2.13.4", + "neo4j": "6.3.1", + "sentence-transformers": "5.7.0", + "torch": "2.11.0+cpu" + }, + "scope": "RAG HTTP API plus GraphRAG library/CLI; native OpenWebUI graph-tool routing is point 4.", + "docker_image_id": "sha256:10fd5e24b91cf2907a2b712ac8c2af796a26f5023daaf3834f3ca505c62f36f6" +} diff --git a/tools/graphrag/evaluation/results/final_v7_2026-10-26/deployment_check_host.json b/tools/graphrag/evaluation/results/final_v7_2026-10-26/deployment_check_host.json new file mode 100644 index 0000000..0ed3282 --- /dev/null +++ b/tools/graphrag/evaluation/results/final_v7_2026-10-26/deployment_check_host.json @@ -0,0 +1,129 @@ +{ + "checked_at_utc": "2026-10-26T00:38:25.612948+00:00", + "health": { + "status": "ok", + "ready": true, + "database_exists": true, + "search_engine": "hybrid_fts5_embeddings", + "rag_enabled": true, + "zpwiki_exists": true, + "security_configured": true, + "index_version": { + "version": "33ea0794472c416e97c84371a2a6cdf8", + "git_revision": "3e892a1d49e9bce118cd03478ce15e01c2bebb4e", + "created_at_utc": "2026-10-26T00:10:27.444513+00:00", + "source_sha256": "007792c12f3467dd3203bb4951ccc197fdc0eef669580f1b1f893baf609ca363", + "documents_sha256": "0542af2a373771cf7c4a95f93d14f4f687f6a0187846892c959aa6efc4bade52", + "chunks_sha256": "437dde589be46e0c30842dd330de22d96a0173d2dbaff9c5f129568cb2bca4c9", + "embedding_model": "intfloat/multilingual-e5-small", + "publication_policy": "explicit-false-hidden-v1" + }, + "tools": { + "rag": { + "ready": true, + "status": "ready", + "reason": null, + "embedding_model": "intfloat/multilingual-e5-small", + "dimensions": 384, + "index_version": { + "version": "33ea0794472c416e97c84371a2a6cdf8", + "git_revision": "3e892a1d49e9bce118cd03478ce15e01c2bebb4e", + "created_at_utc": "2026-10-26T00:10:27.444513+00:00", + "source_sha256": "007792c12f3467dd3203bb4951ccc197fdc0eef669580f1b1f893baf609ca363", + "documents_sha256": "0542af2a373771cf7c4a95f93d14f4f687f6a0187846892c959aa6efc4bade52", + "chunks_sha256": "437dde589be46e0c30842dd330de22d96a0173d2dbaff9c5f129568cb2bca4c9", + "embedding_model": "intfloat/multilingual-e5-small", + "publication_policy": "explicit-false-hidden-v1" + } + }, + "neo4j": { + "ready": true, + "status": "ready", + "reason": null + }, + "graphrag": { + "ready": true, + "status": "ready", + "reason": null, + "index_version": { + "chunks_sha256": "437dde589be46e0c30842dd330de22d96a0173d2dbaff9c5f129568cb2bca4c9", + "created_at_utc": "2026-10-26T00:10:27.444513+00:00", + "documents_sha256": "0542af2a373771cf7c4a95f93d14f4f687f6a0187846892c959aa6efc4bade52", + "embedding_model": "intfloat/multilingual-e5-small", + "git_revision": "3e892a1d49e9bce118cd03478ce15e01c2bebb4e", + "publication_policy": "explicit-false-hidden-v1", + "source_sha256": "007792c12f3467dd3203bb4951ccc197fdc0eef669580f1b1f893baf609ca363", + "version": "33ea0794472c416e97c84371a2a6cdf8" + }, + "nodes": 446 + } + } + }, + "index_version": { + "version": "33ea0794472c416e97c84371a2a6cdf8", + "git_revision": "3e892a1d49e9bce118cd03478ce15e01c2bebb4e", + "created_at_utc": "2026-10-26T00:10:27.444513+00:00", + "source_sha256": "007792c12f3467dd3203bb4951ccc197fdc0eef669580f1b1f893baf609ca363", + "documents_sha256": "0542af2a373771cf7c4a95f93d14f4f687f6a0187846892c959aa6efc4bade52", + "chunks_sha256": "437dde589be46e0c30842dd330de22d96a0173d2dbaff9c5f129568cb2bca4c9", + "embedding_model": "intfloat/multilingual-e5-small", + "publication_policy": "explicit-false-hidden-v1" + }, + "frozen_implementation_inputs_and_graph_match": true, + "graph": { + "sha256": "566817ce7ddebb2638585192c148c41421071bdf719674fc6ddddb1c99a0e36f", + "nodes": 446, + "relationships": 877 + }, + "graph_cases": { + "known_title": { + "status": "ok", + "reason": null, + "complete": true + }, + "generic_label_not_title": { + "status": "no_answer", + "reason": "no_matching_facts", + "complete": true + }, + "unknown_person": { + "status": "no_answer", + "reason": "unknown_person", + "complete": true + }, + "outside_century": { + "status": "no_answer", + "reason": "no_matching_facts", + "complete": true + }, + "unsupported_year": { + "status": "no_answer", + "reason": "unsupported_year_constraint", + "complete": true + }, + "unknown_start": { + "status": "no_answer", + "reason": "missing_documented_start_year", + "complete": true + } + }, + "rag_live_query": "ok", + "release_code_match": true, + "rag_context_metadata_matches_contract": true, + "publication": { + "documents": 114, + "explicit_false": 1, + "missing_included": 16, + "visible_by_policy": 113, + "hidden_document_absent_from_rag": true + }, + "runtime": { + "python": "3.10.12", + "fastapi": "0.136.3", + "pydantic": "2.13.4", + "neo4j": "6.3.1", + "sentence-transformers": "5.7.0", + "torch": "2.11.0+cpu" + }, + "scope": "RAG HTTP API plus GraphRAG library/CLI; native OpenWebUI graph-tool routing is point 4." +} diff --git a/tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_dev.csv b/tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_dev.csv new file mode 100644 index 0000000..9dba497 --- /dev/null +++ b/tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_dev.csv @@ -0,0 +1,1047 @@ +complete,answerability_ok,bindings_ok,binding_score,paths_ok,path_score,count_ok,expected_count,actual_count,id,split,category,difficulty,strict,value_score,entity_score,relation_score,property_score,relation_choice_score,document_recall,source_recall,entity_set_ok,latency_seconds,error,question,expected_values,matched_values,expected_relations,actual_relations,expected_documents,actual_documents,expected_source_urls,actual_source_urls,fact_types,strategies,binding_results,path_results +True,True,True,1.0,True,1.0,True,,,regression-0001,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.106225,,Sú osoby Maroš Harahus a Jakub Maruniak v ZP Wiki prepojené cez kľúčové slovo Spacy? Uveď spoločné kľúčové slovo.,"[""Maroš Harahus"", ""Spacy"", ""Jakub Maruniak""]","[""Maroš Harahus"", ""Spacy"", ""Jakub Maruniak""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/maros_harahus/README.md"", ""pages/topics/spacy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus"", ""https://zp.kemt.fei.tuke.sk/topics/spacy""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Maroš Harahus"", ""keyword"": ""Spacy""}, ""matched"": true}, {""binding"": {""person"": ""Jakub Maruniak"", ""keyword"": ""Spacy""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maroš Harahus"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:435""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/maros_harahus/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Maruniak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:431""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jakub_maruniak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0002,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.088712,,Over prepojenie osôb Maroš Harahus a Jakub Maruniak cez kľúčové slovo Spacy a pomenuj spoločné kľúčové slovo.,"[""Maroš Harahus"", ""Spacy"", ""Jakub Maruniak""]","[""Maroš Harahus"", ""Spacy"", ""Jakub Maruniak""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/maros_harahus/README.md"", ""pages/topics/spacy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus"", ""https://zp.kemt.fei.tuke.sk/topics/spacy""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Maroš Harahus"", ""keyword"": ""Spacy""}, ""matched"": true}, {""binding"": {""person"": ""Jakub Maruniak"", ""keyword"": ""Spacy""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maroš Harahus"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:435""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/maros_harahus/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Maruniak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:431""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jakub_maruniak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0003,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.086986,,Sú osoby Maroš Harahus a Kristián Sopkovič v ZP Wiki prepojené cez kľúčové slovo Spacy? Uveď spoločné kľúčové slovo.,"[""Maroš Harahus"", ""Spacy"", ""Kristián Sopkovič""]","[""Maroš Harahus"", ""Spacy"", ""Kristián Sopkovič""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/maros_harahus/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2016/maros_harahus/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/topics/spacy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic"", ""https://zp.kemt.fei.tuke.sk/topics/spacy""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Maroš Harahus"", ""keyword"": ""Spacy""}, ""matched"": true}, {""binding"": {""person"": ""Kristián Sopkovič"", ""keyword"": ""Spacy""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maroš Harahus"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:435""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/maros_harahus/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kristián Sopkovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:455""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0004,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.092274,,Over prepojenie osôb Maroš Harahus a Kristián Sopkovič cez kľúčové slovo Spacy a pomenuj spoločné kľúčové slovo.,"[""Maroš Harahus"", ""Spacy"", ""Kristián Sopkovič""]","[""Maroš Harahus"", ""Spacy"", ""Kristián Sopkovič""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/maros_harahus/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2016/maros_harahus/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/topics/spacy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic"", ""https://zp.kemt.fei.tuke.sk/topics/spacy""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Maroš Harahus"", ""keyword"": ""Spacy""}, ""matched"": true}, {""binding"": {""person"": ""Kristián Sopkovič"", ""keyword"": ""Spacy""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maroš Harahus"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:435""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/maros_harahus/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kristián Sopkovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:455""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0005,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.100534,,Sú osoby Maroš Harahus a Artem Yatsenko v ZP Wiki prepojené cez kľúčové slovo Spacy? Uveď spoločné kľúčové slovo.,"[""Maroš Harahus"", ""Spacy"", ""Artem Yatsenko""]","[""Maroš Harahus"", ""Spacy"", ""Artem Yatsenko""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/maros_harahus/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2016/maros_harahus/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/topics/spacy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus"", ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus"", ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/topics/spacy""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Maroš Harahus"", ""keyword"": ""Spacy""}, ""matched"": true}, {""binding"": {""person"": ""Artem Yatsenko"", ""keyword"": ""Spacy""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maroš Harahus"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:435""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/maros_harahus/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artem Yatsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:451""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/artem_yatsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0006,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.100392,,Over prepojenie osôb Maroš Harahus a Artem Yatsenko cez kľúčové slovo Spacy a pomenuj spoločné kľúčové slovo.,"[""Maroš Harahus"", ""Spacy"", ""Artem Yatsenko""]","[""Maroš Harahus"", ""Spacy"", ""Artem Yatsenko""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/maros_harahus/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2016/maros_harahus/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/topics/spacy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus"", ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus"", ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/topics/spacy""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Maroš Harahus"", ""keyword"": ""Spacy""}, ""matched"": true}, {""binding"": {""person"": ""Artem Yatsenko"", ""keyword"": ""Spacy""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maroš Harahus"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:435""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/maros_harahus/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artem Yatsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:451""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/artem_yatsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0007,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.107316,,Sú osoby Jakub Maruniak a Kristián Sopkovič v ZP Wiki prepojené cez kľúčové slovo Spacy? Uveď spoločné kľúčové slovo.,"[""Jakub Maruniak"", ""Spacy"", ""Kristián Sopkovič""]","[""Jakub Maruniak"", ""Spacy"", ""Kristián Sopkovič""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/topics/spacy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic"", ""https://zp.kemt.fei.tuke.sk/topics/spacy""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Jakub Maruniak"", ""keyword"": ""Spacy""}, ""matched"": true}, {""binding"": {""person"": ""Kristián Sopkovič"", ""keyword"": ""Spacy""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Maruniak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:431""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jakub_maruniak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kristián Sopkovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:455""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0008,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.122331,,Over prepojenie osôb Jakub Maruniak a Kristián Sopkovič cez kľúčové slovo Spacy a pomenuj spoločné kľúčové slovo.,"[""Jakub Maruniak"", ""Spacy"", ""Kristián Sopkovič""]","[""Jakub Maruniak"", ""Spacy"", ""Kristián Sopkovič""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/topics/spacy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic"", ""https://zp.kemt.fei.tuke.sk/topics/spacy""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Jakub Maruniak"", ""keyword"": ""Spacy""}, ""matched"": true}, {""binding"": {""person"": ""Kristián Sopkovič"", ""keyword"": ""Spacy""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Maruniak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:431""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jakub_maruniak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kristián Sopkovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:455""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0009,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.1288,,Sú osoby Jakub Maruniak a Artem Yatsenko v ZP Wiki prepojené cez kľúčové slovo Spacy? Uveď spoločné kľúčové slovo.,"[""Jakub Maruniak"", ""Spacy"", ""Artem Yatsenko""]","[""Jakub Maruniak"", ""Spacy"", ""Artem Yatsenko""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/topics/spacy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/topics/spacy""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Jakub Maruniak"", ""keyword"": ""Spacy""}, ""matched"": true}, {""binding"": {""person"": ""Artem Yatsenko"", ""keyword"": ""Spacy""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Maruniak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:431""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jakub_maruniak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artem Yatsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:451""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/artem_yatsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0010,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.111001,,Over prepojenie osôb Jakub Maruniak a Artem Yatsenko cez kľúčové slovo Spacy a pomenuj spoločné kľúčové slovo.,"[""Jakub Maruniak"", ""Spacy"", ""Artem Yatsenko""]","[""Jakub Maruniak"", ""Spacy"", ""Artem Yatsenko""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/topics/spacy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/topics/spacy""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Jakub Maruniak"", ""keyword"": ""Spacy""}, ""matched"": true}, {""binding"": {""person"": ""Artem Yatsenko"", ""keyword"": ""Spacy""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Maruniak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:431""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jakub_maruniak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artem Yatsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:451""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/artem_yatsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0011,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.1068,,Sú osoby Kristián Sopkovič a Artem Yatsenko v ZP Wiki prepojené cez kľúčové slovo Spacy? Uveď spoločné kľúčové slovo.,"[""Kristián Sopkovič"", ""Spacy"", ""Artem Yatsenko""]","[""Kristián Sopkovič"", ""Spacy"", ""Artem Yatsenko""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/topics/spacy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic"", ""https://zp.kemt.fei.tuke.sk/topics/spacy""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Kristián Sopkovič"", ""keyword"": ""Spacy""}, ""matched"": true}, {""binding"": {""person"": ""Artem Yatsenko"", ""keyword"": ""Spacy""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kristián Sopkovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:455""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artem Yatsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:451""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/artem_yatsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0012,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.10102,,Over prepojenie osôb Kristián Sopkovič a Artem Yatsenko cez kľúčové slovo Spacy a pomenuj spoločné kľúčové slovo.,"[""Kristián Sopkovič"", ""Spacy"", ""Artem Yatsenko""]","[""Kristián Sopkovič"", ""Spacy"", ""Artem Yatsenko""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/topics/spacy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic"", ""https://zp.kemt.fei.tuke.sk/topics/spacy""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Kristián Sopkovič"", ""keyword"": ""Spacy""}, ""matched"": true}, {""binding"": {""person"": ""Artem Yatsenko"", ""keyword"": ""Spacy""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kristián Sopkovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:455""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artem Yatsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:451""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/artem_yatsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0013,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.111376,,Sú osoby Tomáš Kuchárik a Dávid Omasta v ZP Wiki prepojené cez kľúčové slovo Question Answering? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2016/tomas_kucharik/README.md"", ""pages/students/2018/david_omasta/README.md""]","[""pages/students/2016/tomas_kucharik/README.md"", ""pages/students/2018/david_omasta/README.md"", ""pages/topics/question/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"", ""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"", ""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta"", ""https://zp.kemt.fei.tuke.sk/topics/question""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0014,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.110464,,Over prepojenie osôb Tomáš Kuchárik a Dávid Omasta cez kľúčové slovo Question Answering a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2016/tomas_kucharik/README.md"", ""pages/students/2018/david_omasta/README.md""]","[""pages/students/2016/tomas_kucharik/README.md"", ""pages/students/2018/david_omasta/README.md"", ""pages/topics/question/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"", ""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"", ""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta"", ""https://zp.kemt.fei.tuke.sk/topics/question""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0015,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.098825,,Sú osoby Tomáš Kuchárik a Dominik Nagy v ZP Wiki prepojené cez kľúčové slovo strojový preklad? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/tomas_kucharik/README.md"", ""pages/topics/translation/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"", ""https://zp.kemt.fei.tuke.sk/topics/translation""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0016,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.091389,,Over prepojenie osôb Tomáš Kuchárik a Dominik Nagy cez kľúčové slovo strojový preklad a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/tomas_kucharik/README.md"", ""pages/topics/translation/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"", ""https://zp.kemt.fei.tuke.sk/topics/translation""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0017,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.104003,,Sú osoby Tomáš Kuchárik a Patrik Pavlišin v ZP Wiki prepojené cez kľúčové slovo strojový preklad? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/students/2016/tomas_kucharik/README.md"", ""pages/topics/translation/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"", ""https://zp.kemt.fei.tuke.sk/topics/translation""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0018,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.098563,,Over prepojenie osôb Tomáš Kuchárik a Patrik Pavlišin cez kľúčové slovo strojový preklad a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/students/2016/tomas_kucharik/README.md"", ""pages/topics/translation/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"", ""https://zp.kemt.fei.tuke.sk/topics/translation""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0019,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.106695,,Sú osoby Dominik Nagy a Patrik Pavlišin v ZP Wiki prepojené cez kľúčové slovo strojový preklad? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/patrik_pavlisin/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/patrik_pavlisin/README.md"", ""pages/topics/translation/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin"", ""https://zp.kemt.fei.tuke.sk/topics/translation""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0020,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.083798,,Over prepojenie osôb Dominik Nagy a Patrik Pavlišin cez kľúčové slovo strojový preklad a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/patrik_pavlisin/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/patrik_pavlisin/README.md"", ""pages/topics/translation/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin"", ""https://zp.kemt.fei.tuke.sk/topics/translation""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0021,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.083902,,Sú osoby Jakub Maruniak a Artem Yatsenko v ZP Wiki prepojené cez kľúčové slovo pomenované entity? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/topics/named-entity/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/topics/named-entity""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0022,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.080323,,Over prepojenie osôb Jakub Maruniak a Artem Yatsenko cez kľúčové slovo pomenované entity a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/topics/named-entity/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/topics/named-entity""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0023,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.088737,,Sú osoby Ondrej Megela a Matej Novotný v ZP Wiki prepojené cez kľúčové slovo jazykové modelovanie? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2018/ondrej_megela/README.md"", ""pages/students/2021/matej_novotny/README.md""]","[""pages/students/2018/ondrej_megela/README.md"", ""pages/students/2021/matej_novotny/README.md"", ""pages/topics/bert/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""]","[""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny"", ""https://zp.kemt.fei.tuke.sk/topics/bert""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0024,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.119385,,Over prepojenie osôb Ondrej Megela a Matej Novotný cez kľúčové slovo jazykové modelovanie a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2018/ondrej_megela/README.md"", ""pages/students/2021/matej_novotny/README.md""]","[""pages/students/2018/ondrej_megela/README.md"", ""pages/students/2021/matej_novotny/README.md"", ""pages/topics/bert/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""]","[""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny"", ""https://zp.kemt.fei.tuke.sk/topics/bert""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0025,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.135346,,Sú osoby Dávid Omasta a Kristián Sopkovič v ZP Wiki prepojené cez kľúčové slovo slovenčina? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2018/david_omasta/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2018/david_omasta/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0026,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.106208,,Over prepojenie osôb Dávid Omasta a Kristián Sopkovič cez kľúčové slovo slovenčina a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2018/david_omasta/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2018/david_omasta/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0027,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.122771,,Sú osoby Michal Stromko a Matej Ščišľak v ZP Wiki prepojené cez kľúčové slovo FAISS? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2019/michal_stromko/README.md"", ""pages/students/2021/matej_scislak/README.md""]","[""pages/students/2019/michal_stromko/README.md"", ""pages/students/2021/matej_scislak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0028,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.089904,,Over prepojenie osôb Michal Stromko a Matej Ščišľak cez kľúčové slovo FAISS a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2019/michal_stromko/README.md"", ""pages/students/2021/matej_scislak/README.md""]","[""pages/students/2019/michal_stromko/README.md"", ""pages/students/2021/matej_scislak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0029,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.101464,,Sú osoby Alina Vitko a Ronald Zalacko v ZP Wiki prepojené cez kľúčové slovo Docker? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2019/alina_vitko/README.md"", ""pages/students/2023/ronald_zalacko/README.md""]","[""pages/students/2019/alina_vitko/README.md"", ""pages/students/2023/ronald_zalacko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko"", ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko"", ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0030,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.087593,,Over prepojenie osôb Alina Vitko a Ronald Zalacko cez kľúčové slovo Docker a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2019/alina_vitko/README.md"", ""pages/students/2023/ronald_zalacko/README.md""]","[""pages/students/2019/alina_vitko/README.md"", ""pages/students/2023/ronald_zalacko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko"", ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko"", ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0031,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.117163,,Sú osoby Artem Yatsenko a Vladimír Ferko v ZP Wiki prepojené cez kľúčové slovo anotácia? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0032,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.124855,,Over prepojenie osôb Artem Yatsenko a Vladimír Ferko cez kľúčové slovo anotácia a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0033,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.124744,,Sú osoby Martin Šarišský a Oleksandr Dorybohov v ZP Wiki prepojené cez kľúčové slovo agent? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2021/martin_sarissky/README.md"", ""pages/students/2023/oleksandr_dorybohov/README.md""]","[""pages/students/2021/martin_sarissky/README.md"", ""pages/students/2023/oleksandr_dorybohov/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky"", ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""]","[""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky"", ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0034,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.108924,,Over prepojenie osôb Martin Šarišský a Oleksandr Dorybohov cez kľúčové slovo agent a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2021/martin_sarissky/README.md"", ""pages/students/2023/oleksandr_dorybohov/README.md""]","[""pages/students/2021/martin_sarissky/README.md"", ""pages/students/2023/oleksandr_dorybohov/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky"", ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""]","[""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky"", ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0035,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.101404,,Sú osoby Matej Ščišľak a Valerii Kutsenko v ZP Wiki prepojené cez kľúčové slovo GraphRAG? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0036,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.103508,,Over prepojenie osôb Matej Ščišľak a Valerii Kutsenko cez kľúčové slovo GraphRAG a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0037,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.086102,,Sú osoby Vladimír Ferko a Tetiana Mohorian v ZP Wiki prepojené cez kľúčové slovo hate speech? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2021/vladimir_ferko/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""pages/students/2021/vladimir_ferko/README.md"", ""pages/students/2022/tetiana_mohorian/README.md"", ""pages/topics/hatespeech/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko"", ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""]","[""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko"", ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian"", ""https://zp.kemt.fei.tuke.sk/topics/hatespeech""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0038,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.09543,,Over prepojenie osôb Vladimír Ferko a Tetiana Mohorian cez kľúčové slovo hate speech a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2021/vladimir_ferko/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""pages/students/2021/vladimir_ferko/README.md"", ""pages/students/2022/tetiana_mohorian/README.md"", ""pages/topics/hatespeech/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko"", ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""]","[""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko"", ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian"", ""https://zp.kemt.fei.tuke.sk/topics/hatespeech""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0039,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.093056,,Sú osoby Andrii Pervashov a Samuel Vasiľ v ZP Wiki prepojené cez kľúčové slovo OpenWebUI? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2022/andrii_pervashov/README.md"", ""pages/students/2022/samuel_vasil/README.md""]","[""pages/students/2022/andrii_pervashov/README.md"", ""pages/students/2022/samuel_vasil/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0040,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.080267,,Over prepojenie osôb Andrii Pervashov a Samuel Vasiľ cez kľúčové slovo OpenWebUI a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2022/andrii_pervashov/README.md"", ""pages/students/2022/samuel_vasil/README.md""]","[""pages/students/2022/andrii_pervashov/README.md"", ""pages/students/2022/samuel_vasil/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0041,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.101269,,Sú osoby Valerii Kutsenko a Ján Pták v ZP Wiki prepojené cez kľúčové slovo RAG? Uveď spoločné kľúčové slovo.,"[""Valerii Kutsenko"", ""RAG"", ""Ján Pták""]","[""Valerii Kutsenko"", ""RAG"", ""Ján Pták""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Valerii Kutsenko"", ""keyword"": ""RAG""}, ""matched"": true}, {""binding"": {""person"": ""Ján Pták"", ""keyword"": ""RAG""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Valerii Kutsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:485""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/valerii_kutsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""}, {""kind"": ""Keyword"", ""name"": ""RAG"", ""id"": ""rag"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:255""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Pták"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:480""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jan_ptak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""}, {""kind"": ""Keyword"", ""name"": ""RAG"", ""id"": ""rag"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:255""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0042,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.106115,,Over prepojenie osôb Valerii Kutsenko a Ján Pták cez kľúčové slovo RAG a pomenuj spoločné kľúčové slovo.,"[""Valerii Kutsenko"", ""RAG"", ""Ján Pták""]","[""Valerii Kutsenko"", ""RAG"", ""Ján Pták""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Valerii Kutsenko"", ""keyword"": ""RAG""}, ""matched"": true}, {""binding"": {""person"": ""Ján Pták"", ""keyword"": ""RAG""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Valerii Kutsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:485""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/valerii_kutsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""}, {""kind"": ""Keyword"", ""name"": ""RAG"", ""id"": ""rag"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:255""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Pták"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:480""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jan_ptak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""}, {""kind"": ""Keyword"", ""name"": ""RAG"", ""id"": ""rag"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:255""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0043,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.107692,,Sú osoby Oleh Poiasnik a Ján Malinovský v ZP Wiki prepojené cez kľúčové slovo znalostný graf? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/oleh_poiasnik/README.md""]","[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/oleh_poiasnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0044,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.080228,,Over prepojenie osôb Oleh Poiasnik a Ján Malinovský cez kľúčové slovo znalostný graf a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/oleh_poiasnik/README.md""]","[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/oleh_poiasnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0045,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.089242,,Sú osoby Oleh Poiasnik a Maksym Zatirka v ZP Wiki prepojené cez kľúčové slovo znalostný graf? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2022/oleh_poiasnik/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""pages/students/2022/oleh_poiasnik/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0046,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.068568,,Over prepojenie osôb Oleh Poiasnik a Maksym Zatirka cez kľúčové slovo znalostný graf a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2022/oleh_poiasnik/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""pages/students/2022/oleh_poiasnik/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0047,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.066994,,Sú osoby Ján Malinovský a Maksym Zatirka v ZP Wiki prepojené cez kľúčové slovo znalostný graf? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0048,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.068995,,Over prepojenie osôb Ján Malinovský a Maksym Zatirka cez kľúčové slovo znalostný graf a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0049,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.085208,,Sú osoby Tetiana Mohorian a Rostyslav Rodzhuk v ZP Wiki prepojené cez kľúčové slovo LLM? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2022/tetiana_mohorian/README.md"", ""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2022/tetiana_mohorian/README.md"", ""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian"", ""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""]","[""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian"", ""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0050,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.072065,,Over prepojenie osôb Tetiana Mohorian a Rostyslav Rodzhuk cez kľúčové slovo LLM a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2022/tetiana_mohorian/README.md"", ""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2022/tetiana_mohorian/README.md"", ""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian"", ""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""]","[""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian"", ""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0051,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.070799,,Sú osoby Ján Malinovský a Samuel Vasiľ v ZP Wiki prepojené cez kľúčové slovo RAG? Uveď spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/samuel_vasil/README.md""]","[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/samuel_vasil/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0052,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.067021,,Over prepojenie osôb Ján Malinovský a Samuel Vasiľ cez kľúčové slovo RAG a pomenuj spoločné kľúčové slovo.,[],[],[],[],"[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/samuel_vasil/README.md""]","[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/samuel_vasil/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0053,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.074033,,Sú osoby Rostyslav Rodzhuk a Samuel Džurina v ZP Wiki prepojené cez kľúčové slovo agent? Uveď spoločné kľúčové slovo.,"[""Rostyslav Rodzhuk"", ""agent"", ""Samuel Džurina""]","[""Rostyslav Rodzhuk"", ""agent"", ""Samuel Džurina""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk"", ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""]","[""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk"", ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Rostyslav Rodzhuk"", ""keyword"": ""agent""}, ""matched"": true}, {""binding"": {""person"": ""Samuel Džurina"", ""keyword"": ""agent""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", 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""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""}, {""kind"": ""Keyword"", ""name"": ""agent"", ""id"": ""agent"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:631""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0054,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.061635,,Over prepojenie osôb Rostyslav Rodzhuk a Samuel Džurina cez kľúčové slovo agent a pomenuj spoločné kľúčové slovo.,"[""Rostyslav Rodzhuk"", ""agent"", ""Samuel Džurina""]","[""Rostyslav Rodzhuk"", ""agent"", ""Samuel Džurina""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk"", 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""agent"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:631""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Džurina"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:493""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/samuel_dzurina/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""}, {""kind"": ""Keyword"", ""name"": ""agent"", ""id"": ""agent"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:631""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0055,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.08995,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Martin Šarišský a Ronald Zalacko?,"[""Martin Šarišský"", ""2026"", ""Ronald Zalacko""]","[""Martin Šarišský"", ""2026"", ""Ronald 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""Martin Šarišský"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky"", ""path"": ""pages/students/2021/martin_sarissky/README.md"", ""name"": ""Martin Šarišský""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Academic"", ""Document""], ""relationships"": [""AUTHORED|HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2023, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:491"", ""name"": ""Ronald Zalacko"", ""source_document"": ""pages/students/2023/ronald_zalacko/README.md"", ""id"": ""person:pages/students/2023/ronald_zalacko/README.md""}, {""kind"": ""Thesis"", ""year"": 2026, ""heading"": ""Bakalárska práca 2026"", ""thesis_type_label"": ""Bakalárska práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:351"", ""title"": ""Skórovací online systém pre robotické súťaže"", ""thesis_type"": ""bachelor_thesis"", ""name"": ""Skórovací online systém pre robotické súťaže"", ""source_document"": ""pages/students/2023/ronald_zalacko/README.md"", ""id"": ""thesis:pages/students/2023/ronald_zalacko/README.md:bakalarska-praca-2026"", ""person"": ""Ronald Zalacko"", ""document_path"": ""pages/students/2023/ronald_zalacko/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:201"", ""title"": ""Ronald Zalacko"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko"", ""path"": ""pages/students/2023/ronald_zalacko/README.md"", ""name"": ""Ronald Zalacko""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0056,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.074261,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Maksym Zatirka a Samuel Vasiľ?,"[""Maksym Zatirka"", ""2026"", ""Samuel Vasiľ""]","[""Maksym Zatirka"", ""2026"", ""Samuel Vasiľ""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2022/samuel_vasil/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""pages/students/2022/samuel_vasil/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""academic_year_comparison"", ""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]","[{""binding"": {""person"": ""Maksym Zatirka"", ""year"": 2026}, ""matched"": true}, {""binding"": {""person"": ""Samuel Vasiľ"", ""year"": 2026}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Academic"", ""Document""], ""relationships"": [""AUTHORED|HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2023, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:489"", 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""path"": ""pages/students/2023/maksym_zatirka/README.md"", ""name"": ""Maksym Zatirka""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Academic"", ""Document""], ""relationships"": [""AUTHORED|HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2022, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:482"", ""name"": ""Samuel Vasiľ"", ""source_document"": ""pages/students/2022/samuel_vasil/README.md"", ""id"": ""person:pages/students/2022/samuel_vasil/README.md""}, {""kind"": ""Thesis"", ""year"": 2026, ""heading"": ""Bakalárska práca 2026"", ""thesis_type_label"": ""Bakalárska práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:341"", ""title"": ""Orchestrácia veľkých jazykových modelov pomocou model context protokolu s využitím OpenWebUI"", ""thesis_type"": ""bachelor_thesis"", ""name"": ""Orchestrácia veľkých jazykových modelov pomocou model context protokolu s využitím OpenWebUI"", ""source_document"": ""pages/students/2022/samuel_vasil/README.md"", ""id"": ""thesis:pages/students/2022/samuel_vasil/README.md:bakalarska-praca-2026"", ""person"": ""Samuel Vasiľ"", ""document_path"": ""pages/students/2022/samuel_vasil/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:12"", ""title"": ""Samuel Vasiľ"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil"", ""path"": ""pages/students/2022/samuel_vasil/README.md"", ""name"": ""Samuel Vasiľ""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0057,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.074131,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Filip Tomáš a Márk Fehér?,"[""Filip Tomáš"", ""2021"", ""Márk Fehér"", ""2022""]","[""Filip Tomáš"", ""2021"", ""Márk Fehér"", ""2022""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2016/mark_feher/README.md"", 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Holp?,"[""Jakub Maruniak"", ""2016"", ""Ján Holp""]","[""Jakub Maruniak"", ""2016"", ""Ján Holp""]",[],[],"[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/jan_holp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Jakub Maruniak"", ""start_year"": 2016}, ""matched"": true}, {""binding"": {""person"": ""Ján Holp"", ""start_year"": 2016}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": 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""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Pták"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:480"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jan_ptak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0178,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.059676,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Andrii Pervashov a Oleh Poiasnik?,"[""Andrii Pervashov"", ""2022"", ""Oleh Poiasnik""]","[""Andrii Pervashov"", ""2022"", ""Oleh Poiasnik""]",[],[],"[""pages/students/2022/andrii_pervashov/README.md"", ""pages/students/2022/oleh_poiasnik/README.md""]","[""pages/students/2022/andrii_pervashov/README.md"", ""pages/students/2022/oleh_poiasnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", 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""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleh Poiasnik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:481"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/oleh_poiasnik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0179,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.059001,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Ján Malinovský a Vladyslav Yanchenko?,"[""Ján Malinovský"", ""2022"", ""Vladyslav Yanchenko""]","[""Ján Malinovský"", ""2022"", ""Vladyslav Yanchenko""]",[],[],"[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/vladyslav_yanchenko/README.md""]","[""pages/students/2022/jan_malinovsky/README.md"", 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""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladyslav Yanchenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:486"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/vladyslav_yanchenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0180,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.058914,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Samuel Vasiľ a Vladyslav Yanchenko?,"[""Samuel Vasiľ"", ""2022"", ""Vladyslav Yanchenko""]","[""Samuel Vasiľ"", ""2022"", ""Vladyslav Yanchenko""]",[],[],"[""pages/students/2022/samuel_vasil/README.md"", 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""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/samuel_vasil/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladyslav Yanchenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:486"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/vladyslav_yanchenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0181,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.05937,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Andrii Pervashov a Ján Malinovský?,"[""Andrii Pervashov"", ""2022"", ""Ján Malinovský""]","[""Andrii Pervashov"", ""2022"", ""Ján Malinovský""]",[],[],"[""pages/students/2022/andrii_pervashov/README.md"", ""pages/students/2022/jan_malinovsky/README.md""]","[""pages/students/2022/andrii_pervashov/README.md"", ""pages/students/2022/jan_malinovsky/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Andrii Pervashov"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Ján Malinovský"", ""start_year"": 2022}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Andrii Pervashov"", 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Lindvai"", ""2016"", ""Lukáš Pokrývka""]","[""Dárius Lindvai"", ""2016"", ""Lukáš Pokrývka""]",[],[],"[""pages/students/2016/darius_lindvai/README.md"", ""pages/students/2016/lukas_pokryvka/README.md""]","[""pages/students/2016/darius_lindvai/README.md"", ""pages/students/2016/lukas_pokryvka/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai"", ""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka""]","[""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai"", ""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Dárius Lindvai"", ""start_year"": 2016}, ""matched"": true}, {""binding"": {""person"": ""Lukáš Pokrývka"", ""start_year"": 2016}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, 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Šarišský?,"[""Eduard Matovka"", ""2021"", ""Martin Šarišský""]","[""Eduard Matovka"", ""2021"", ""Martin Šarišský""]",[],[],"[""pages/students/2021/eduard_matovka/README.md"", ""pages/students/2021/martin_sarissky/README.md""]","[""pages/students/2021/eduard_matovka/README.md"", ""pages/students/2021/martin_sarissky/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka"", ""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky""]","[""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka"", ""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Eduard Matovka"", ""start_year"": 2021}, ""matched"": true}, {""binding"": {""person"": ""Martin Šarišský"", ""start_year"": 2021}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": 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Wiki osoby Matej Novotný a Vladimír Ferko?,"[""Matej Novotný"", ""2021"", ""Vladimír Ferko""]","[""Matej Novotný"", ""2021"", ""Vladimír Ferko""]",[],[],"[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny"", ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny"", ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Matej Novotný"", ""start_year"": 2021}, ""matched"": true}, {""binding"": {""person"": ""Vladimír Ferko"", ""start_year"": 2021}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": 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osoby Samuel Džurina a Simona Bobrovčanová?,"[""Samuel Džurina"", ""2023"", ""Simona Bobrovčanová""]","[""Samuel Džurina"", ""2023"", ""Simona Bobrovčanová""]",[],[],"[""pages/students/2023/samuel_dzurina/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/samuel_dzurina/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina"", ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""]","[""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina"", ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Samuel Džurina"", ""start_year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Simona Bobrovčanová"", ""start_year"": 2023}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": 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+True,True,True,1.0,True,1.0,True,,,regression-0373,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.072755,,"Aký je názov práce osoby Dárius Lindvai, ak jej dokument zároveň obsahuje kľúčové slovo CRF?",[],[],[],[],"[""pages/students/2016/darius_lindvai/README.md""]","[""pages/students/2016/darius_lindvai/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai""]","[""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0374,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.073776,,"Aký je názov práce osoby Martin Šarišský, ak jej dokument zároveň obsahuje kľúčové slovo 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[""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Michal Stromko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:456""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/michal_stromko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0376,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.077575,,Ktorý autor dokumentu je pri osobe Yevhenii Medushivskyi spojený s kategóriou bp2026?,"[""Yevhenii Medushivskyi"", ""bp2026"", ""Daniel Hladek""]","[""Yevhenii Medushivskyi"", ""bp2026"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", 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true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleh Poiasnik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:481""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/oleh_poiasnik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""}, {""kind"": ""Category"", ""name"": ""dp2027"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:600""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleh Poiasnik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:481""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/oleh_poiasnik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0378,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.073132,,Ktorý autor dokumentu je pri osobe Andrii Pervashov spojený s kategóriou bp2025?,"[""Andrii Pervashov"", ""bp2025"", ""Daniel Hladek""]","[""Andrii Pervashov"", ""bp2025"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/andrii_pervashov/README.md""]","[""pages/students/2022/andrii_pervashov/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", 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[""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Andrii Pervashov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:476""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/andrii_pervashov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0379,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.071326,,Ktorý autor dokumentu je pri osobe Kristián Sopkovič spojený s kategóriou bp2022?,"[""Kristián Sopkovič"", ""bp2022"", ""Daniel Hladek""]","[""Kristián Sopkovič"", ""bp2022"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", 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""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Michal Stromko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:456""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/michal_stromko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko""}, {""kind"": ""Category"", ""name"": ""dp2024"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:597""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Michal Stromko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:456""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/michal_stromko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0381,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.071426,,Ktorý autor dokumentu je pri osobe Dominik Nagy spojený s kategóriou bp2019?,"[""Dominik Nagy"", ""bp2019"", ""Daniel Hladek""]","[""Dominik Nagy"", ""bp2019"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/dominik_nagy/README.md""]","[""pages/students/2016/dominik_nagy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", 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+True,True,True,1.0,True,1.0,True,,,regression-0383,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.079765,,Ktorý autor dokumentu je pri osobe Alina Vitko spojený s kategóriou bp2022?,"[""Alina Vitko"", ""bp2022"", ""Daniel Hladek""]","[""Alina Vitko"", ""bp2022"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/alina_vitko/README.md""]","[""pages/students/2019/alina_vitko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Alina Vitko"", ""category"": ""bp2022"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2019/alina_vitko/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Alina Vitko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:450""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/alina_vitko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko""}, {""kind"": ""Category"", ""name"": ""bp2022"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:589""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Alina Vitko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:450""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/alina_vitko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0384,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.074442,,Ktorý autor dokumentu je pri osobe Ján Malinovský spojený s kategóriou dp2027?,"[""Ján Malinovský"", ""dp2027"", ""Daniel Hladek""]","[""Ján Malinovský"", ""dp2027"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/jan_malinovsky/README.md""]","[""pages/students/2022/jan_malinovsky/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Ján Malinovský"", ""category"": ""dp2027"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2022/jan_malinovsky/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Malinovský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:479""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jan_malinovsky/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""}, {""kind"": ""Category"", ""name"": ""dp2027"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:600""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Malinovský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:479""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jan_malinovsky/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0385,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.080277,,Ktorý autor dokumentu je pri osobe Oliver Pejic spojený s kategóriou iaeste?,"[""Oliver Pejic"", ""iaeste"", ""Daniel Hladek""]","[""Oliver Pejic"", ""iaeste"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/interns/oliver_pejic/README.md""]","[""pages/interns/oliver_pejic/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/oliver_pejic""]","[""https://zp.kemt.fei.tuke.sk/interns/oliver_pejic""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Oliver Pejic"", ""category"": ""iaeste"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/interns/oliver_pejic/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oliver Pejic"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:425""}, {""kind"": ""Document"", ""path"": ""pages/interns/oliver_pejic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/oliver_pejic""}, {""kind"": ""Category"", ""name"": ""iaeste"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:602""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oliver Pejic"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:425""}, {""kind"": ""Document"", ""path"": ""pages/interns/oliver_pejic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/oliver_pejic""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0386,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.076759,,Ktorý autor dokumentu je pri osobe Vladimír Ferko spojený s kategóriou bp2024?,"[""Vladimír Ferko"", ""bp2024"", ""Daniel Hladek""]","[""Vladimír Ferko"", ""bp2024"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2021/vladimir_ferko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Vladimír Ferko"", ""category"": ""bp2024"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2021/vladimir_ferko/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladimír Ferko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:475""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/vladimir_ferko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""}, {""kind"": ""Category"", ""name"": ""bp2024"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:591""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladimír Ferko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:475""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/vladimir_ferko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0387,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.071618,,Ktorý autor dokumentu je pri osobe Jakub Maruniak spojený s kategóriou bp2019?,"[""Jakub Maruniak"", ""bp2019"", ""Daniel Hladek""]","[""Jakub Maruniak"", ""bp2019"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/jakub_maruniak/README.md""]","[""pages/students/2016/jakub_maruniak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Jakub Maruniak"", ""category"": ""bp2019"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/jakub_maruniak/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Maruniak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:431""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jakub_maruniak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""}, {""kind"": ""Category"", ""name"": ""bp2019"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:586""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Maruniak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:431""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jakub_maruniak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0388,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.081372,,Ktorý autor dokumentu je pri osobe Ondrej Megela spojený s kategóriou dp2023?,"[""Ondrej Megela"", ""dp2023"", ""Daniel Hladek""]","[""Ondrej Megela"", ""dp2023"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2018/ondrej_megela/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""]","[""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Ondrej Megela"", ""category"": ""dp2023"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2018/ondrej_megela/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ondrej Megela"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:448""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/ondrej_megela/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""}, {""kind"": ""Category"", ""name"": ""dp2023"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:596""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ondrej Megela"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:448""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/ondrej_megela/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0389,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.096673,,Ktorý autor dokumentu je pri osobe Dávid Omasta spojený s kategóriou dp2024?,"[""Dávid Omasta"", ""dp2024"", ""Daniel Hladek""]","[""Dávid Omasta"", ""dp2024"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/david_omasta/README.md""]","[""pages/students/2018/david_omasta/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Dávid Omasta"", ""category"": ""dp2024"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2018/david_omasta/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Omasta"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:445""}, {""kind"": ""Document"", ""path"": 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dokumentu je pri osobe Tomáš Kuchárik spojený s kategóriou dp2021?,"[""Tomáš Kuchárik"", ""dp2021"", ""Daniel Hladek""]","[""Tomáš Kuchárik"", ""dp2021"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Tomáš Kuchárik"", ""category"": ""dp2021"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/tomas_kucharik/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Tomáš Kuchárik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:437""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/tomas_kucharik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""}, {""kind"": ""Category"", ""name"": ""dp2021"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:594""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Tomáš Kuchárik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:437""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/tomas_kucharik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0391,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.080854,,Ktorý autor dokumentu je pri osobe Samuel Vasiľ spojený s kategóriou bp2026?,"[""Samuel Vasiľ"", ""bp2026"", ""Daniel Hladek""]","[""Samuel Vasiľ"", ""bp2026"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/samuel_vasil/README.md""]","[""pages/students/2022/samuel_vasil/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]","[""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Samuel Vasiľ"", ""category"": ""bp2026"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2022/samuel_vasil/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Vasiľ"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:482""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/samuel_vasil/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""}, {""kind"": ""Category"", ""name"": ""bp2026"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:593""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Vasiľ"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:482""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/samuel_vasil/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0392,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.075108,,Ktorý autor dokumentu je pri osobe Dominik Nagy spojený s kategóriou dp2022?,"[""Dominik Nagy"", ""dp2022"", ""Daniel Hladek""]","[""Dominik Nagy"", ""dp2022"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/dominik_nagy/README.md""]","[""pages/students/2016/dominik_nagy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", 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[""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dominik Nagy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:429""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/dominik_nagy/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0393,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.076943,,Ktorý autor dokumentu je pri osobe Matej Novotný spojený s kategóriou dp2026?,"[""Matej Novotný"", ""dp2026"", ""Daniel Hladek""]","[""Matej Novotný"", ""dp2026"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/matej_novotny/README.md""]","[""pages/students/2021/matej_novotny/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Matej Novotný"", ""category"": ""dp2026"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2021/matej_novotny/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Novotný"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:471""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/matej_novotny/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""}, {""kind"": ""Category"", ""name"": ""dp2026"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:599""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Novotný"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:471""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/matej_novotny/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0394,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.067245,,Ktorý autor dokumentu je pri osobe Simona Bobrovčanová spojený s kategóriou bp2026?,"[""Simona Bobrovčanová"", ""bp2026"", ""Daniel Hladek""]","[""Simona Bobrovčanová"", ""bp2026"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/simona_bobrovcanova/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""]","[""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Simona Bobrovčanová"", ""category"": ""bp2026"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2023/simona_bobrovcanova/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], 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{""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0395,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.071166,,Ktorý autor dokumentu je pri osobe Lukáš Pokrývka spojený s kategóriou bp2019?,"[""Lukáš Pokrývka"", ""bp2019"", ""Daniel Hladek""]","[""Lukáš Pokrývka"", ""bp2019"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/lukas_pokryvka/README.md""]","[""pages/students/2016/lukas_pokryvka/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka""]","[""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Lukáš Pokrývka"", ""category"": ""bp2019"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/lukas_pokryvka/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Lukáš Pokrývka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:433""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/lukas_pokryvka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka""}, {""kind"": ""Category"", ""name"": ""bp2019"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:586""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Lukáš Pokrývka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:433""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/lukas_pokryvka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0396,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.068316,,Ktorý autor dokumentu je pri osobe Maroš Harahus spojený s kategóriou bp2019?,"[""Maroš Harahus"", ""bp2019"", ""Daniel Hladek""]","[""Maroš Harahus"", ""bp2019"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/maros_harahus/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""]","[""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Maroš Harahus"", ""category"": ""bp2019"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/maros_harahus/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maroš Harahus"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:435""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/maros_harahus/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""}, {""kind"": ""Category"", ""name"": ""bp2019"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:586""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maroš Harahus"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:435""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/maros_harahus/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0397,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.075364,,Ktorý autor dokumentu je pri osobe Valerii Kutsenko spojený s kategóriou bp2025?,"[""Valerii Kutsenko"", ""bp2025"", ""Daniel Hladek""]","[""Valerii Kutsenko"", ""bp2025"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Valerii Kutsenko"", ""category"": ""bp2025"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2022/valerii_kutsenko/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Valerii Kutsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:485""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/valerii_kutsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""}, {""kind"": ""Category"", ""name"": ""bp2025"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:592""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Valerii Kutsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:485""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/valerii_kutsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0398,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.084349,,Ktorý autor dokumentu je pri osobe Patrik Pavlišin spojený s kategóriou bp2020?,"[""Patrik Pavlišin"", ""bp2020"", ""Daniel Hladek""]","[""Patrik Pavlišin"", ""bp2020"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Patrik Pavlišin"", ""category"": ""bp2020"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/patrik_pavlisin/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Patrik Pavlišin"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:436""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/patrik_pavlisin/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin""}, {""kind"": ""Category"", ""name"": ""bp2020"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:587""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Patrik Pavlišin"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:436""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/patrik_pavlisin/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0399,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.078254,,Ktorý autor dokumentu je pri osobe Filip Tomáš spojený s kategóriou dp2024?,"[""Filip Tomáš"", ""dp2024"", ""Daniel Hladek""]","[""Filip Tomáš"", ""dp2024"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/filip_tomas/README.md""]","[""pages/students/2019/filip_tomas/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""]","[""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Filip Tomáš"", ""category"": ""dp2024"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2019/filip_tomas/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Filip Tomáš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:454""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/filip_tomas/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""}, {""kind"": ""Category"", ""name"": ""dp2024"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:597""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Filip Tomáš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:454""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/filip_tomas/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0400,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.070576,,Ktorý autor dokumentu je pri osobe Ján Holp spojený s kategóriou bp2019?,"[""Ján Holp"", ""bp2019"", ""Daniel Hladek""]","[""Ján Holp"", ""bp2019"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Ján Holp"", ""category"": ""bp2019"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/jan_holp/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Holp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:432""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jan_holp/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""}, {""kind"": ""Category"", ""name"": ""bp2019"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:586""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Holp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:432""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jan_holp/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0401,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.082244,,Ktorý autor dokumentu je pri osobe Ronald Zalacko spojený s kategóriou bp2026?,"[""Ronald Zalacko"", ""bp2026"", ""Daniel Hladek""]","[""Ronald Zalacko"", ""bp2026"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/ronald_zalacko/README.md""]","[""pages/students/2023/ronald_zalacko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Ronald Zalacko"", ""category"": ""bp2026"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2023/ronald_zalacko/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ronald Zalacko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:491""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/ronald_zalacko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""}, {""kind"": ""Category"", ""name"": ""bp2026"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:593""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ronald Zalacko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:491""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/ronald_zalacko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0402,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.085305,,Ktorý autor dokumentu je pri osobe Martin Wencel spojený s kategóriou bp2021?,"[""Martin Wencel"", ""bp2021"", ""Daniel Hladek""]","[""Martin Wencel"", ""bp2021"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/martin_wencel/README.md""]","[""pages/students/2018/martin_wencel/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""]","[""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Martin Wencel"", ""category"": ""bp2021"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2018/martin_wencel/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin Wencel"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:446""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/martin_wencel/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""}, {""kind"": ""Category"", ""name"": ""bp2021"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:588""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin Wencel"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:446""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/martin_wencel/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0403,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.084959,,Ktorý autor dokumentu je pri osobe Eduard Matovka spojený s kategóriou bp2024?,"[""Eduard Matovka"", ""bp2024"", ""Daniel Hladek""]","[""Eduard Matovka"", ""bp2024"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/eduard_matovka/README.md""]","[""pages/students/2021/eduard_matovka/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka""]","[""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Eduard Matovka"", ""category"": ""bp2024"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2021/eduard_matovka/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Eduard Matovka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:468""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/eduard_matovka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka""}, {""kind"": ""Category"", ""name"": ""bp2024"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:591""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Eduard Matovka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:468""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/eduard_matovka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0404,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.089292,,Ktorý autor dokumentu je pri osobe Filip Tomáš spojený s kategóriou dp2025?,"[""Filip Tomáš"", ""dp2025"", ""Daniel Hladek""]","[""Filip Tomáš"", ""dp2025"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/filip_tomas/README.md""]","[""pages/students/2019/filip_tomas/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""]","[""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Filip Tomáš"", ""category"": ""dp2025"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2019/filip_tomas/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Filip Tomáš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:454""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/filip_tomas/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""}, {""kind"": ""Category"", ""name"": ""dp2025"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:598""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Filip Tomáš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:454""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/filip_tomas/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0405,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.082916,,Ktorý autor dokumentu je pri osobe Matej Ščišľak spojený s kategóriou bp2024?,"[""Matej Ščišľak"", ""bp2024"", ""Daniel Hladek""]","[""Matej Ščišľak"", ""bp2024"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/matej_scislak/README.md""]","[""pages/students/2021/matej_scislak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Matej Ščišľak"", ""category"": ""bp2024"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2021/matej_scislak/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Ščišľak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:472""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/matej_scislak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""}, {""kind"": ""Category"", ""name"": ""bp2024"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:591""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Ščišľak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:472""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/matej_scislak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0406,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.079584,,Ktorý autor dokumentu je pri osobe Márk Fehér spojený s kategóriou dp2022?,"[""Márk Fehér"", ""dp2022"", ""Daniel Hladek""]","[""Márk Fehér"", ""dp2022"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/mark_feher/README.md""]","[""pages/students/2016/mark_feher/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""]","[""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Márk Fehér"", ""category"": ""dp2022"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/mark_feher/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Márk Fehér"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:434""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/mark_feher/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""}, {""kind"": ""Category"", ""name"": ""dp2022"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:595""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Márk Fehér"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:434""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/mark_feher/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0407,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.069794,,Ktorý autor dokumentu je pri osobe Samuel Džurina spojený s kategóriou bp2026?,"[""Samuel Džurina"", ""bp2026"", ""Daniel Hladek""]","[""Samuel Džurina"", ""bp2026"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2023/samuel_dzurina/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""]","[""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Samuel Džurina"", ""category"": ""bp2026"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2023/samuel_dzurina/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Džurina"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:493""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/samuel_dzurina/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""}, {""kind"": ""Category"", ""name"": ""bp2026"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:593""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Džurina"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:493""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/samuel_dzurina/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0408,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.075741,,Ktorý autor dokumentu je pri osobe Patrik Pavlišin spojený s kategóriou dp2022?,"[""Patrik Pavlišin"", ""dp2022"", ""Daniel Hladek""]","[""Patrik Pavlišin"", ""dp2022"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", 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""pages/students/2023/oleksandr_dorybohov/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Dorybohov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:490""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/oleksandr_dorybohov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""}, {""kind"": ""Category"", ""name"": ""bp2026"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:593""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Dorybohov"", ""element_id"": 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[""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Bogdan Paul Chiș"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:423""}, {""kind"": ""Document"", ""path"": ""pages/interns/bogdan_paul_chis/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/bogdan_paul_chis""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0411,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.080304,,Ktorý autor dokumentu je pri osobe Ján Holp spojený s kategóriou dp2021?,"[""Ján Holp"", ""dp2021"", ""Daniel Hladek""]","[""Ján Holp"", ""dp2021"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", 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""dp2027"", ""Daniel Hladek""]","[""Ján Pták"", ""dp2027"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/jan_ptak/README.md""]","[""pages/students/2022/jan_ptak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Ján Pták"", ""category"": ""dp2027"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2022/jan_ptak/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Pták"", ""element_id"": 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+True,True,True,1.0,True,1.0,True,,,regression-0413,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.072733,,Ktorý autor dokumentu je pri osobe Dmytro Ushatenko spojený s kategóriou bp2020?,"[""Dmytro Ushatenko"", ""bp2020"", ""Daniel Hladek""]","[""Dmytro Ushatenko"", ""bp2020"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2017/dmytro_ushatenko/README.md""]","[""pages/students/2017/dmytro_ushatenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/dmytro_ushatenko""]","[""https://zp.kemt.fei.tuke.sk/students/2017/dmytro_ushatenko""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Dmytro Ushatenko"", ""category"": ""bp2020"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2017/dmytro_ushatenko/README.md"", 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""pages/students/2017/dmytro_ushatenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/dmytro_ushatenko""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0414,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.076407,,Ktorý autor dokumentu je pri osobe Martin Šarišský spojený s kategóriou vp2023?,"[""Martin Šarišský"", ""vp2023"", ""Daniel Hladek""]","[""Martin Šarišský"", ""vp2023"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/martin_sarissky/README.md""]","[""pages/students/2021/martin_sarissky/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky""]","[""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", 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""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin Šarišský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:470""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/martin_sarissky/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0415,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.07534,,Ktorý autor dokumentu je pri osobe Cesar Abascal Gutierrez spojený s kategóriou iaeste?,"[""Cesar Abascal Gutierrez"", ""iaeste"", ""Daniel Hladek""]","[""Cesar Abascal Gutierrez"", ""iaeste"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", 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dokumentu je pri osobe Ondrej Megela spojený s kategóriou bp2021?,"[""Ondrej Megela"", ""bp2021"", ""Daniel Hladek""]","[""Ondrej Megela"", ""bp2021"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2018/ondrej_megela/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""]","[""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Ondrej Megela"", ""category"": ""bp2021"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2018/ondrej_megela/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ondrej Megela"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:448""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/ondrej_megela/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""}, {""kind"": ""Category"", ""name"": ""bp2021"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:588""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ondrej Megela"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:448""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/ondrej_megela/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0417,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.070475,,Ktorý autor dokumentu je pri osobe Tomáš Kuchárik spojený s kategóriou dp2022?,"[""Tomáš Kuchárik"", ""dp2022"", ""Daniel Hladek""]","[""Tomáš Kuchárik"", ""dp2022"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Tomáš Kuchárik"", ""category"": ""dp2022"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/tomas_kucharik/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Tomáš Kuchárik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:437""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/tomas_kucharik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""}, {""kind"": ""Category"", ""name"": ""dp2022"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:595""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Tomáš Kuchárik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:437""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/tomas_kucharik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0418,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.065109,,Ktorý autor dokumentu je pri osobe Filip Tomáš spojený s kategóriou bp2022?,"[""Filip Tomáš"", ""bp2022"", ""Daniel Hladek""]","[""Filip Tomáš"", ""bp2022"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/filip_tomas/README.md""]","[""pages/students/2019/filip_tomas/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""]","[""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", 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[""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Filip Tomáš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:454""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/filip_tomas/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0419,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.068074,,Ktorý autor dokumentu je pri osobe Dárius Lindvai spojený s kategóriou bp2019?,"[""Dárius Lindvai"", ""bp2019"", ""Daniel Hladek""]","[""Dárius Lindvai"", ""bp2019"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/darius_lindvai/README.md""]","[""pages/students/2016/darius_lindvai/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai""]","[""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Dárius Lindvai"", ""category"": ""bp2019"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/darius_lindvai/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dárius Lindvai"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:428""}, {""kind"": ""Document"", ""path"": 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autor dokumentu je pri osobe Michal Stromko spojený s kategóriou vp2021?,"[""Michal Stromko"", ""vp2021"", ""Daniel Hladek""]","[""Michal Stromko"", ""vp2021"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/michal_stromko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Michal Stromko"", ""category"": ""vp2021"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2019/michal_stromko/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", 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""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0421,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.063855,,Ktorý autor dokumentu je pri osobe Youssef Ressaissi spojený s kategóriou iaeste?,"[""Youssef Ressaissi"", ""iaeste"", ""Daniel Hladek""]","[""Youssef Ressaissi"", ""iaeste"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/interns/yussef_ressaissi/README.md""]","[""pages/interns/yussef_ressaissi/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi""]","[""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Youssef Ressaissi"", ""category"": ""iaeste"", ""document_author"": ""Daniel Hladek"", ""document_path"": 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""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Rostyslav Rodzhuk"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:492""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/rostyslav_rodzhuk/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0423,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.060095,,Ktorý autor dokumentu je pri osobe Lukáš Pokrývka spojený s kategóriou dp2021?,"[""Lukáš Pokrývka"", ""dp2021"", ""Daniel Hladek""]","[""Lukáš Pokrývka"", ""dp2021"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", 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autor dokumentu je pri osobe Valerii Kutsenko spojený s kategóriou vp2024?,"[""Valerii Kutsenko"", ""vp2024"", ""Daniel Hladek""]","[""Valerii Kutsenko"", ""vp2024"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Valerii Kutsenko"", ""category"": ""vp2024"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2022/valerii_kutsenko/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": 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Hladek"", ""document_path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kristián Sopkovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:455""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""}, {""kind"": ""Category"", ""name"": ""dp2024"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:597""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kristián Sopkovič"", ""element_id"": 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[""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artem Yatsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:451""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/artem_yatsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0427,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.061745,,Ktorý autor dokumentu je pri osobe Maroš Harahus spojený s kategóriou dp2021?,"[""Maroš Harahus"", ""dp2021"", ""Daniel Hladek""]","[""Maroš Harahus"", ""dp2021"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", 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dokumentu je pri osobe Vladyslav Yanchenko spojený s kategóriou bp2025?,"[""Vladyslav Yanchenko"", ""bp2025"", ""Daniel Hladek""]","[""Vladyslav Yanchenko"", ""bp2025"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/vladyslav_yanchenko/README.md""]","[""pages/students/2022/vladyslav_yanchenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Vladyslav Yanchenko"", ""category"": ""bp2025"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2022/vladyslav_yanchenko/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], 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{""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0429,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.058417,,Ktorý autor dokumentu je pri osobe Maksym Zatirka spojený s kategóriou bp2026?,"[""Maksym Zatirka"", ""bp2026"", ""Daniel Hladek""]","[""Maksym Zatirka"", ""bp2026"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/maksym_zatirka/README.md""]","[""pages/students/2023/maksym_zatirka/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Maksym Zatirka"", ""category"": ""bp2026"", 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[{""kind"": ""Person"", ""name"": ""Martin Šarišský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:470""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/martin_sarissky/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0433,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.07222,,Ktorý autor dokumentu je pri osobe Daniil Huzenko spojený s kategóriou bp2025?,"[""Daniil Huzenko"", ""bp2025"", ""Daniel Hladek""]","[""Daniil Huzenko"", ""bp2025"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", 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autor dokumentu je pri osobe Oleh Poiasnik spojený s kategóriou bp2025?,"[""Oleh Poiasnik"", ""bp2025"", ""Daniel Hladek""]","[""Oleh Poiasnik"", ""bp2025"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/oleh_poiasnik/README.md""]","[""pages/students/2022/oleh_poiasnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""]","[""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Oleh Poiasnik"", ""category"": ""bp2025"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2022/oleh_poiasnik/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", 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""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:562"", ""title"": ""Kristián Sopkovič"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic"", ""path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""name"": ""Kristián Sopkovič""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0501,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.08743,,"Aký názov práce má osoba Alina Vitko, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo ir?",[],[],[],[],"[""pages/students/2019/alina_vitko/README.md""]","[""pages/students/2019/alina_vitko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0502,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.090282,,"Aký názov práce má osoba Andrii Pervashov, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo nlp?",[],[],[],[],"[""pages/students/2022/andrii_pervashov/README.md""]","[""pages/students/2022/andrii_pervashov/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0503,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.087725,,"Aký názov práce má osoba Artem Yatsenko, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo ner?",[],[],[],[],"[""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2019/artem_yatsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0504,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.078141,,"Aký názov práce má osoba Bogdan Paul Chiș, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo ie?",[],[],[],[],"[""pages/interns/bogdan_paul_chis/README.md""]","[""pages/interns/bogdan_paul_chis/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/bogdan_paul_chis""]","[""https://zp.kemt.fei.tuke.sk/interns/bogdan_paul_chis""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0505,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.062039,,"Aký názov práce má osoba Cesar Abascal Gutierrez, ak jej dokument obsahuje kľúčové slovo neexistujucitagvzor?",[],[],[],[],"[""pages/interns/cesar_gutierrez/README.md""]","[""pages/interns/cesar_gutierrez/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/cesar_gutierrez""]","[""https://zp.kemt.fei.tuke.sk/interns/cesar_gutierrez""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0506,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.05931,,"Aký názov práce má osoba Daniil Huzenko, ak jej dokument obsahuje kľúčové slovo neexistujucitagvzor?",[],[],[],[],"[""pages/students/2022/daniil_huzenko/README.md""]","[""pages/students/2022/daniil_huzenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0507,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.049393,,Aký názov diplomovej práce má osoba Zuzana Neexistujúca Vzorová?,[],[],[],[],[],[],[],[],[],[],[],[] +True,True,True,1.0,True,1.0,True,,,regression-0508,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.053236,,Aký názov diplomovej práce má osoba Roman Neskutočný Testovací?,[],[],[],[],[],[],[],[],[],[],[],[] +True,True,True,1.0,True,1.0,True,0,0,regression-0509,dev,candidate_set_aggregation,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.067932,,"Z kandidátov Alina Vitko, Andrii Pervashov, Artem Yatsenko vyber osoby s prácou v roku 2099. Koľko ich je?","[""0""]","[""0""]",[],[],"[""pages/students/2019/alina_vitko/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2022/andrii_pervashov/README.md""]","[""pages/students/2019/alina_vitko/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2022/andrii_pervashov/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko"", ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko"", ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0510,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.058064,,Over spoločné kľúčové slovo nlp pri osobách Ediz Morochovič a Jakub Schwarc.,"[""Ediz Morochovič"", ""nlp"", ""Jakub Schwarc""]","[""Ediz Morochovič"", ""nlp"", ""Jakub Schwarc""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/ediz_morochovic/README.md"", ""pages/students/2022/jakub_schwarc/README.md""]","[""pages/students/2016/ediz_morochovic/README.md"", ""pages/students/2022/jakub_schwarc/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/ediz_morochovic"", ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""]","[""https://zp.kemt.fei.tuke.sk/students/2016/ediz_morochovic"", ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Ediz Morochovič"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Jakub Schwarc"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ediz Morochovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:430""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/ediz_morochovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/ediz_morochovic""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Schwarc"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:478""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jakub_schwarc/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0511,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.057707,,Over spoločné kľúčové slovo nlp pri osobách Martin NaN1 a Nikita Bodnar.,"[""Martin NaN1"", ""nlp"", ""Nikita Bodnar""]","[""Martin NaN1"", ""nlp"", ""Nikita Bodnar""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2018/NaN1name_buday/README.md"", ""pages/students/2021/nikita_bodnar/README.md""]","[""pages/students/2018/NaN1name_buday/README.md"", ""pages/students/2021/nikita_bodnar/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Martin NaN1"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Nikita Bodnar"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin NaN1"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:442""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/NaN1name_buday/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Nikita Bodnar"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:473""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/nikita_bodnar/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0512,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.058963,,Over spoločné kľúčové slovo nlp pri osobách Ediz Morochovič a Martin NaN1.,"[""Ediz Morochovič"", ""nlp"", ""Martin NaN1""]","[""Ediz Morochovič"", ""nlp"", ""Martin NaN1""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/ediz_morochovic/README.md"", ""pages/students/2018/NaN1name_buday/README.md""]","[""pages/students/2016/ediz_morochovic/README.md"", ""pages/students/2018/NaN1name_buday/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/ediz_morochovic"", ""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""]","[""https://zp.kemt.fei.tuke.sk/students/2016/ediz_morochovic"", ""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Ediz Morochovič"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Martin NaN1"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ediz Morochovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:430""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/ediz_morochovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/ediz_morochovic""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin NaN1"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:442""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/NaN1name_buday/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0513,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.058966,,Over spoločné kľúčové slovo nlp pri osobách Dávid Stromp a Nikita Bodnar.,"[""Dávid Stromp"", ""nlp"", ""Nikita Bodnar""]","[""Dávid Stromp"", ""nlp"", ""Nikita Bodnar""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2019/david_stromp/README.md"", ""pages/students/2021/nikita_bodnar/README.md""]","[""pages/students/2019/david_stromp/README.md"", ""pages/students/2021/nikita_bodnar/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""]","[""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Dávid Stromp"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Nikita Bodnar"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Stromp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:452""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/david_stromp/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Nikita Bodnar"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:473""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/nikita_bodnar/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0514,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.061965,,Over spoločné kľúčové slovo nlp pri osobách Manohar Gowdru Shridhara a Than Trung Thanh.,"[""Manohar Gowdru Shridhara"", ""nlp"", ""Than Trung Thanh""]","[""Manohar Gowdru Shridhara"", ""nlp"", ""Than Trung Thanh""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2017/than_trung_thanh/README.md"", ""pages/students/2021/manohar_gowdru_shridharu/README.md""]","[""pages/students/2017/than_trung_thanh/README.md"", ""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh"", 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""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Than Trung Thanh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:441""}, {""kind"": ""Document"", ""path"": ""pages/students/2017/than_trung_thanh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0515,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.071267,,Over spoločné kľúčové slovo nlp pri osobách Dávid Iľaš a Yevhenii Leonov.,"[""Dávid Iľaš"", ""nlp"", ""Yevhenii Leonov""]","[""Dávid Iľaš"", ""nlp"", ""Yevhenii Leonov""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2018/david_ilas/README.md"", ""pages/students/2022/yevhenii_leonov/README.md""]","[""pages/students/2018/david_ilas/README.md"", ""pages/students/2022/yevhenii_leonov/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas"", ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas"", ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Dávid Iľaš"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Yevhenii Leonov"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Iľaš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:444""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/david_ilas/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Yevhenii Leonov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:487""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/yevhenii_leonov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0516,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.099201,,Over spoločné kľúčové slovo rasa pri osobách Artur Hyrenko a Nikita Bodnar.,"[""Artur Hyrenko"", ""rasa"", ""Nikita Bodnar""]","[""Artur Hyrenko"", ""rasa"", ""Nikita Bodnar""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/artur_hyrenko/README.md"", ""pages/students/2021/nikita_bodnar/README.md""]","[""pages/students/2021/artur_hyrenko/README.md"", ""pages/students/2021/nikita_bodnar/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""]","[""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Artur Hyrenko"", ""keyword"": ""rasa""}, ""matched"": true}, {""binding"": {""person"": ""Nikita Bodnar"", ""keyword"": ""rasa""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artur Hyrenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:467""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/artur_hyrenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko""}, {""kind"": ""Keyword"", ""name"": ""rasa"", ""id"": ""rasa"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:256""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Nikita Bodnar"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:473""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/nikita_bodnar/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""}, {""kind"": ""Keyword"", ""name"": ""rasa"", ""id"": ""rasa"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:256""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0517,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.083663,,Over spoločné kľúčové slovo nlp pri osobách Adrián Remiáš a Manohar Gowdru Shridhara.,"[""Adrián Remiáš"", ""nlp"", ""Manohar Gowdru Shridhara""]","[""Adrián Remiáš"", ""nlp"", ""Manohar Gowdru Shridhara""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2018/adrian_remias/README.md"", ""pages/students/2021/manohar_gowdru_shridharu/README.md""]","[""pages/students/2018/adrian_remias/README.md"", ""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias"", ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""]","[""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias"", ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Adrián Remiáš"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Manohar Gowdru Shridhara"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Adrián Remiáš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:443""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/adrian_remias/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Manohar Gowdru Shridhara"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:469""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0518,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.073025,,Aké spoločné roky práce spájajú osoby Patrik Pokrivčák a Pavol Hudák?,"[""Patrik Pokrivčák"", ""2024"", ""Pavol Hudák"", ""2025""]","[""Patrik Pokrivčák"", ""2024"", ""Pavol Hudák"", ""2025""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2019/patrik_pokrivcak/README.md"", ""pages/students/2020/pavol_hudak/README.md""]","[""pages/students/2019/patrik_pokrivcak/README.md"", ""pages/students/2020/pavol_hudak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak"", ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""]","[""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak"", ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""]","[""academic_year_comparison"", ""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]","[{""binding"": {""person"": ""Patrik Pokrivčák"", ""year"": 2024}, ""matched"": true}, {""binding"": {""person"": ""Pavol Hudák"", ""year"": 2024}, ""matched"": true}, {""binding"": {""person"": ""Patrik Pokrivčák"", ""year"": 2025}, ""matched"": true}, {""binding"": {""person"": ""Pavol Hudák"", ""year"": 2025}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Academic"", ""Document""], ""relationships"": [""AUTHORED|HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2019, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:457"", ""name"": ""Patrik Pokrivčák"", ""source_document"": ""pages/students/2019/patrik_pokrivcak/README.md"", ""id"": ""person:pages/students/2019/patrik_pokrivcak/README.md""}, {""kind"": ""Work"", ""year"": 2024, ""heading"": ""Diplomový projekt 2024"", ""work_type"": ""diploma_project"", ""work_type_label"": ""Diplomový projekt"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:406"", ""name"": ""Diplomový projekt 2024"", ""source_document"": ""pages/students/2019/patrik_pokrivcak/README.md"", ""id"": ""work:pages/students/2019/patrik_pokrivcak/README.md:diplomovy-projekt-2024"", ""person"": ""Patrik Pokrivčák"", ""document_path"": ""pages/students/2019/patrik_pokrivcak/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:567"", ""title"": ""Patrik Pokrivčák"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak"", ""path"": ""pages/students/2019/patrik_pokrivcak/README.md"", ""name"": ""Patrik Pokrivčák""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Academic"", ""Document""], ""relationships"": [""AUTHORED|HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2020, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:465"", ""name"": ""Pavol Hudák"", ""source_document"": ""pages/students/2020/pavol_hudak/README.md"", ""id"": ""person:pages/students/2020/pavol_hudak/README.md""}, {""kind"": ""Work"", ""year"": 2024, ""heading"": ""Diplomový projekt 2024"", ""work_type"": ""diploma_project"", ""work_type_label"": ""Diplomový projekt"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:411"", ""name"": ""Diplomový projekt 2024"", ""source_document"": ""pages/students/2020/pavol_hudak/README.md"", ""id"": ""work:pages/students/2020/pavol_hudak/README.md:diplomovy-projekt-2024"", ""person"": ""Pavol Hudák"", ""document_path"": ""pages/students/2020/pavol_hudak/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:539"", ""title"": ""Pavol Hudák"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak"", ""path"": ""pages/students/2020/pavol_hudak/README.md"", ""name"": ""Pavol Hudák""}]}, {""pattern"": {""binding_index"": 2, ""node_kinds"": [""Person"", ""Academic"", ""Document""], ""relationships"": [""AUTHORED|HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2019, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:457"", ""name"": ""Patrik Pokrivčák"", ""source_document"": ""pages/students/2019/patrik_pokrivcak/README.md"", ""id"": ""person:pages/students/2019/patrik_pokrivcak/README.md""}, {""kind"": ""Thesis"", ""year"": 2025, ""heading"": ""Diplomová práca"", ""thesis_type_label"": ""Diplomová práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:315"", ""title"": ""Rozpoznávanie nenávistnej reči pomocou veľkých jazykových modelov"", ""thesis_type"": ""diploma_thesis"", ""name"": ""Rozpoznávanie nenávistnej reči pomocou veľkých jazykových modelov"", ""source_document"": ""pages/students/2019/patrik_pokrivcak/README.md"", ""id"": ""thesis:pages/students/2019/patrik_pokrivcak/README.md:diplomova-praca"", ""person"": ""Patrik Pokrivčák"", ""document_path"": ""pages/students/2019/patrik_pokrivcak/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:567"", ""title"": ""Patrik Pokrivčák"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak"", ""path"": ""pages/students/2019/patrik_pokrivcak/README.md"", ""name"": ""Patrik Pokrivčák""}]}, {""pattern"": {""binding_index"": 3, ""node_kinds"": [""Person"", ""Academic"", ""Document""], ""relationships"": [""AUTHORED|HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2020, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:465"", ""name"": ""Pavol Hudák"", ""source_document"": ""pages/students/2020/pavol_hudak/README.md"", ""id"": ""person:pages/students/2020/pavol_hudak/README.md""}, {""kind"": ""Thesis"", ""year"": 2025, ""heading"": ""Diplomová práca 2025"", ""thesis_type_label"": ""Diplomová práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:322"", 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[""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Pavol Hudák"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:465"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/pavol_hudak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0527,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.059645,,Porovnaj rovnaký rok začiatku štúdia osôb Matej Kobyľan a Vladyslav Krupko.,"[""Matej Kobyľan"", ""2020"", ""Vladyslav Krupko""]","[""Matej Kobyľan"", ""2020"", ""Vladyslav Krupko""]",[],[],"[""pages/students/2020/matej_kobylan/README.md"", ""pages/students/2020/vladyslav_krupko/README.md""]","[""pages/students/2020/matej_kobylan/README.md"", ""pages/students/2020/vladyslav_krupko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan"", 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[""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladyslav Krupko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:466"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/vladyslav_krupko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0530,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.061659,,Porovnaj rovnaký rok začiatku štúdia osôb Manohar Gowdru Shridhara a Nikita Bodnar.,"[""Manohar Gowdru Shridhara"", ""2021"", ""Nikita Bodnar""]","[""Manohar Gowdru Shridhara"", ""2021"", ""Nikita Bodnar""]",[],[],"[""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""pages/students/2021/nikita_bodnar/README.md""]","[""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""pages/students/2021/nikita_bodnar/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""]","[""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Manohar Gowdru Shridhara"", ""start_year"": 2021}, ""matched"": true}, {""binding"": {""person"": ""Nikita Bodnar"", ""start_year"": 2021}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Manohar Gowdru Shridhara"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:469"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Nikita Bodnar"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:473"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/nikita_bodnar/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0531,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.056871,,Porovnaj rovnaký rok začiatku štúdia osôb Kamil Tomčufčík a Vladyslav Krupko.,"[""Kamil Tomčufčík"", ""2020"", ""Vladyslav Krupko""]","[""Kamil Tomčufčík"", ""2020"", ""Vladyslav Krupko""]",[],[],"[""pages/students/2020/kamil_tomcufcik/README.md"", ""pages/students/2020/vladyslav_krupko/README.md""]","[""pages/students/2020/kamil_tomcufcik/README.md"", ""pages/students/2020/vladyslav_krupko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik"", ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik"", ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Kamil Tomčufčík"", ""start_year"": 2020}, ""matched"": true}, {""binding"": {""person"": ""Vladyslav Krupko"", ""start_year"": 2020}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kamil Tomčufčík"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:462"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/kamil_tomcufcik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladyslav Krupko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:466"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/vladyslav_krupko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0532,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.055697,,Porovnaj rovnaký rok začiatku štúdia osôb Jakub Schwarc a Serhii Yemets.,"[""Jakub Schwarc"", ""2022"", ""Serhii Yemets""]","[""Jakub Schwarc"", ""2022"", ""Serhii 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""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:464"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/matus_suchanic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Pavol Hudák"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:465"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/pavol_hudak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0534,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.073476,,Aký názov práce a rok práce sú pri osobe Pavol Hudák uvedené pre rok 2025?,"[""Pavol Hudák"", ""Dotrénovanie veľkého jazykového modelu na odpovede v slovenčine"", ""2025""]","[""Pavol 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""source_document"": ""pages/students/2020/pavol_hudak/README.md"", ""id"": ""person:pages/students/2020/pavol_hudak/README.md""}, {""kind"": ""Thesis"", ""year"": 2025, ""heading"": ""Diplomová práca 2025"", ""thesis_type_label"": ""Diplomová práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:322"", ""title"": ""Dotrénovanie veľkého jazykového modelu na odpovede v slovenčine"", ""thesis_type"": ""diploma_thesis"", ""name"": ""Dotrénovanie veľkého jazykového modelu na odpovede v slovenčine"", ""source_document"": ""pages/students/2020/pavol_hudak/README.md"", ""id"": ""thesis:pages/students/2020/pavol_hudak/README.md:diplomova-praca-2025"", ""person"": ""Pavol Hudák"", ""document_path"": ""pages/students/2020/pavol_hudak/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:539"", ""title"": ""Pavol Hudák"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak"", ""path"": ""pages/students/2020/pavol_hudak/README.md"", ""name"": ""Pavol Hudák""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0535,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.072522,,Aký názov práce a rok práce sú pri osobe Dmytro Mural uvedené pre rok 2022?,"[""Dmytro Mural"", ""Grafové neurónové siete pre vyhľadávanie na internete."", ""2022""]","[""Dmytro Mural"", ""Grafové neurónové siete pre vyhľadávanie na internete."", ""2022""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2019/dmytro_mural/README.md""]","[""pages/students/2019/dmytro_mural/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural""]","[""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]","[{""binding"": {""person"": ""Dmytro Mural"", ""academic_kind"": ""Thesis"", ""academic_type"": ""bachelor_thesis"", ""year"": 2022, ""title"": ""Grafové neurónové siete pre vyhľadávanie na internete.""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Thesis"", ""Document""], ""relationships"": [""AUTHORED"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2019, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:453"", ""name"": ""Dmytro Mural"", ""source_document"": ""pages/students/2019/dmytro_mural/README.md"", ""id"": ""person:pages/students/2019/dmytro_mural/README.md""}, {""kind"": ""Thesis"", ""year"": 2022, ""heading"": ""Bakalárska práca 2022"", ""thesis_type_label"": ""Bakalárska práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:307"", ""title"": ""Grafové neurónové siete pre vyhľadávanie na internete."", ""thesis_type"": ""bachelor_thesis"", ""name"": ""Grafové neurónové siete pre vyhľadávanie na internete."", ""source_document"": ""pages/students/2019/dmytro_mural/README.md"", ""id"": ""thesis:pages/students/2019/dmytro_mural/README.md:bakalarska-praca-2022"", ""person"": ""Dmytro Mural"", ""document_path"": ""pages/students/2019/dmytro_mural/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:560"", ""title"": ""Dmytro Mural"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural"", ""path"": ""pages/students/2019/dmytro_mural/README.md"", ""name"": ""Dmytro Mural""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0536,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.075069,,Aký názov práce a rok práce sú pri osobe Artur Hyrenko uvedené pre rok 2026?,"[""Artur Hyrenko"", ""Zvýšenie bezpečnosti veľkých jazykových modelov"", ""2026""]","[""Artur Hyrenko"", ""Zvýšenie bezpečnosti veľkých jazykových modelov"", ""2026""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2021/artur_hyrenko/README.md""]","[""pages/students/2021/artur_hyrenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]","[{""binding"": {""person"": ""Artur Hyrenko"", ""academic_kind"": ""Thesis"", ""academic_type"": ""diploma_thesis"", ""year"": 2026, ""title"": ""Zvýšenie bezpečnosti veľkých jazykových modelov""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Thesis"", ""Document""], ""relationships"": [""AUTHORED"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2021, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:467"", ""name"": ""Artur Hyrenko"", ""source_document"": ""pages/students/2021/artur_hyrenko/README.md"", ""id"": ""person:pages/students/2021/artur_hyrenko/README.md""}, {""kind"": ""Thesis"", ""year"": 2026, ""heading"": ""Diplomová práca 2026"", ""thesis_type_label"": ""Diplomová práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:325"", ""title"": ""Zvýšenie bezpečnosti veľkých jazykových modelov"", ""thesis_type"": ""diploma_thesis"", ""name"": ""Zvýšenie bezpečnosti veľkých jazykových modelov"", ""source_document"": ""pages/students/2021/artur_hyrenko/README.md"", ""id"": ""thesis:pages/students/2021/artur_hyrenko/README.md:diplomova-praca-2026"", ""person"": ""Artur Hyrenko"", ""document_path"": ""pages/students/2021/artur_hyrenko/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:570"", ""title"": ""Artur Hyrenko"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"", ""path"": ""pages/students/2021/artur_hyrenko/README.md"", ""name"": ""Artur Hyrenko""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0537,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.074597,,Aký názov práce a rok práce sú pri osobe Martin NaN1 uvedené pre rok 2021?,[],[],[],[],"[""pages/students/2018/NaN1name_buday/README.md""]","[""pages/students/2018/NaN1name_buday/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0538,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.067726,,Aký názov práce a rok práce sú pri osobe Jakub Kristián Lukas uvedené pre rok 2023?,"[""Jakub Kristián Lukas"", ""Systém pre rozpoznávanie nenávistnej reči v online diskusiách"", ""2023""]","[""Jakub Kristián Lukas"", ""Systém pre rozpoznávanie nenávistnej reči v online diskusiách"", ""2023""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2020/jakub_kristian_lukas/README.md""]","[""pages/students/2020/jakub_kristian_lukas/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/jakub_kristian_lukas""]","[""https://zp.kemt.fei.tuke.sk/students/2020/jakub_kristian_lukas""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]","[{""binding"": {""person"": ""Jakub Kristián Lukas"", ""academic_kind"": ""Thesis"", ""academic_type"": ""bachelor_thesis"", ""year"": 2023, ""title"": ""Systém pre rozpoznávanie nenávistnej reči v online diskusiách""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Thesis"", ""Document""], ""relationships"": [""AUTHORED"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2020, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:461"", ""name"": ""Jakub Kristián Lukas"", ""source_document"": ""pages/students/2020/jakub_kristian_lukas/README.md"", ""id"": ""person:pages/students/2020/jakub_kristian_lukas/README.md""}, {""kind"": ""Thesis"", ""year"": 2023, ""heading"": ""Bakalárska práca 2023"", ""thesis_type_label"": ""Bakalárska práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:317"", ""title"": ""Systém pre rozpoznávanie nenávistnej reči v online diskusiách"", ""thesis_type"": ""bachelor_thesis"", ""name"": ""Systém pre rozpoznávanie nenávistnej reči v online diskusiách"", ""source_document"": ""pages/students/2020/jakub_kristian_lukas/README.md"", ""id"": ""thesis:pages/students/2020/jakub_kristian_lukas/README.md:bakalarska-praca-2023"", ""person"": ""Jakub Kristián Lukas"", ""document_path"": ""pages/students/2020/jakub_kristian_lukas/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:1"", ""title"": ""Jakub Kristián Lukas"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/jakub_kristian_lukas"", ""path"": ""pages/students/2020/jakub_kristian_lukas/README.md"", ""name"": ""Jakub Kristián Lukas""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0539,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.070906,,Aký názov práce a rok práce sú pri osobe Matúš Suchanič uvedené pre rok 2022?,"[""Matúš Suchanič"", ""Extrakcia informácií z webových stránok"", ""2022""]","[""Matúš Suchanič"", ""Extrakcia informácií z webových stránok"", ""2022""]",[],"[""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2020/matus_suchanic/README.md""]","[""pages/students/2020/matus_suchanic/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic""]","[""person_work""]","[""entity_resolution"", ""graph_traversal"", ""work_constraints""]","[{""binding"": {""person"": ""Matúš Suchanič"", ""academic_kind"": ""Work"", ""academic_type"": ""research_project"", ""year"": 2022, ""title"": ""Extrakcia informácií z 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{""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:577"", ""title"": ""Oleksandr Hryshchenko"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko"", ""path"": ""pages/students/2021/oleksandr_hryshchenko/README.md"", ""name"": ""Oleksandr Hryshchenko""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0546,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.07406,,Aký názov práce osoby Pavol Hudák v roku 2025 súvisí s kľúčovým slovom nlp?,"[""Pavol Hudák"", ""nlp"", ""Dotrénovanie veľkého jazykového modelu na odpovede v slovenčine"", ""2025""]","[""Pavol Hudák"", ""nlp"", ""Dotrénovanie veľkého jazykového modelu na odpovede v slovenčine"", ""2025""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", 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""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin NaN1"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:442""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/NaN1name_buday/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""}, {""kind"": ""DocumentAuthor"", ""name"": ""Anton Buday"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:496""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0554,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.069259,,"Kto je autor dokumentu osoby Yevhenii Leonov, ktorý patrí do kategórie bp2025?","[""Yevhenii Leonov"", ""bp2025"", ""Daniel Hladek""]","[""Yevhenii Leonov"", ""bp2025"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/yevhenii_leonov/README.md""]","[""pages/students/2022/yevhenii_leonov/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov""]","[""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Yevhenii Leonov"", ""category"": ""bp2025"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2022/yevhenii_leonov/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Yevhenii Leonov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:487""}, {""kind"": ""Document"", ""path"": 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""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0556,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.057974,,"Kto je autor dokumentu osoby Samuel Horáni, ktorý patrí do kategórie bp2022?","[""Samuel Horáni"", ""bp2022"", ""Daniel Hladek""]","[""Samuel Horáni"", ""bp2022"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/samuel_horani/README.md""]","[""pages/students/2019/samuel_horani/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": 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""IN_CATEGORY""]","[""pages/students/2020/pavol_hudak/README.md""]","[""pages/students/2020/pavol_hudak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""]","[""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Pavol Hudák"", ""category"": ""dp2025"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2020/pavol_hudak/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Pavol Hudák"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:465""}, {""kind"": ""Document"", ""path"": ""pages/students/2020/pavol_hudak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""}, {""kind"": ""Category"", ""name"": ""dp2025"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:598""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Pavol Hudák"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:465""}, {""kind"": ""Document"", ""path"": ""pages/students/2020/pavol_hudak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0558,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.047597,,Vypíš všetky kategórie dokumentov osoby Dávid Kostilník.,"[""Dávid Kostilník"", ""dp2025""]","[""Dávid Kostilník"", ""dp2025""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2020/david_kostilnik/README.md""]","[""pages/students/2020/david_kostilnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik""]","[""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Dávid Kostilník"", ""category"": ""dp2025""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Kostilník"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:459""}, {""kind"": ""Document"", ""path"": ""pages/students/2020/david_kostilnik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik""}, {""kind"": ""Category"", ""name"": ""dp2025"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:598""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0559,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.056333,,Vypíš všetky kategórie dokumentov osoby Kamil Tomčufčík.,"[""Kamil Tomčufčík"", ""dp2025""]","[""Kamil Tomčufčík"", ""dp2025""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2020/kamil_tomcufcik/README.md""]","[""pages/students/2020/kamil_tomcufcik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik""]","[""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Kamil Tomčufčík"", ""category"": ""dp2025""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", 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Leonov""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2022, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:487"", ""name"": ""Yevhenii Leonov"", ""source_document"": ""pages/students/2022/yevhenii_leonov/README.md"", ""id"": ""person:pages/students/2022/yevhenii_leonov/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:25"", ""title"": ""Yevhenii Leonov"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov"", ""path"": ""pages/students/2022/yevhenii_leonov/README.md"", ""name"": ""Yevhenii Leonov""}, {""kind"": ""Keyword"", ""name"": ""RAG"", ""id"": ""rag"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:255""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0582,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.10067,,"Aký názov práce má osoba Adrián Remiáš, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo interpuction?",[],[],[],[],"[""pages/students/2018/adrian_remias/README.md""]","[""pages/students/2018/adrian_remias/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""]","[""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0583,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.095258,,"Aký názov práce má osoba Artur Hyrenko, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo chatbot?",[],[],[],[],"[""pages/students/2021/artur_hyrenko/README.md""]","[""pages/students/2021/artur_hyrenko/README.md"", ""pages/topics/chatbot/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"", ""https://zp.kemt.fei.tuke.sk/topics/chatbot""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0584,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.098709,,"Aký názov práce má osoba Dávid Iľaš, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo emotion?",[],[],[],[],"[""pages/students/2018/david_ilas/README.md""]","[""pages/students/2018/david_ilas/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0585,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.096827,,"Aký názov práce má osoba Dávid Kostilník, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo ir?",[],[],[],[],"[""pages/students/2020/david_kostilnik/README.md""]","[""pages/students/2020/david_kostilnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik""]","[""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0586,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.072251,,"Aký názov práce má osoba Dávid Stromp, ak jej dokument obsahuje kľúčové slovo neexistujucitagvzor?",[],[],[],[],"[""pages/students/2019/david_stromp/README.md""]","[""pages/students/2019/david_stromp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp""]","[""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0587,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.076045,,"Aký názov práce má osoba Dmytro Mural, ak jej dokument obsahuje kľúčové slovo neexistujucitagvzor?",[],[],[],[],"[""pages/students/2019/dmytro_mural/README.md""]","[""pages/students/2019/dmytro_mural/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural""]","[""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0588,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.063456,,Aký názov diplomovej práce má osoba Tibor Neexistujúci Skúšobný?,[],[],[],[],[],[],[],[],[],[],[],[] +True,True,True,1.0,True,1.0,True,,,regression-0589,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.061701,,Aký názov diplomovej práce má osoba Lenka Neskutočná Vzorová?,[],[],[],[],[],[],[],[],[],[],[],[] +True,True,True,1.0,True,1.0,True,,,regression-0590,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.062845,,Vypíš všetky kategórie dokumentov osoby Samuel Širotník.,"[""Samuel Širotník"", ""bp2021""]","[""Samuel Širotník"", ""bp2021""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/samuel_sirotnik/README.md""]","[""pages/students/2018/samuel_sirotnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]","[""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Samuel Širotník"", ""category"": ""bp2021""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Širotník"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:449""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/samuel_sirotnik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""}, {""kind"": ""Category"", ""name"": ""bp2021"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:588""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0591,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.074344,,Ktorý autor dokumentu je pri osobe Samuel Širotník spojený s kategóriou bp2021?,"[""Samuel Širotník"", ""bp2021"", ""Daniel Hladek""]","[""Samuel Širotník"", ""bp2021"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/samuel_sirotnik/README.md""]","[""pages/students/2018/samuel_sirotnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]","[""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Samuel Širotník"", ""category"": ""bp2021"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2018/samuel_sirotnik/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Širotník"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:449""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/samuel_sirotnik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""}, {""kind"": ""Category"", ""name"": ""bp2021"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:588""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Širotník"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:449""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/samuel_sirotnik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0592,dev,person_start_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.069389,,Aký rok začiatku štúdia je uvedený pri osobe Samuel Širotník?,"[""Samuel Širotník"", ""2018""]","[""Samuel Širotník"", ""2018""]",[],[],"[""pages/students/2018/samuel_sirotnik/README.md""]","[""pages/students/2018/samuel_sirotnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]","[""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Samuel Širotník"", ""start_year"": 2018}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Širotník"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:449"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/samuel_sirotnik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0593,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.082485,,"Aký názov práce má osoba Samuel Širotník, ak jej dokument obsahuje kľúčové slovo nenajdenyoverovacitag?",[],[],[],[],"[""pages/students/2018/samuel_sirotnik/README.md""]","[""pages/students/2018/samuel_sirotnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]","[""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0594,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.091108,,Aký názov práce má osoba Samuel Širotník v roku 2098?,[],[],[],[],"[""pages/students/2018/samuel_sirotnik/README.md""]","[""pages/students/2018/samuel_sirotnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]","[""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0595,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.072711,,Vypíš všetky kategórie dokumentov osoby Stanislav Matsunych.,"[""Stanislav Matsunych"", ""bp2020""]","[""Stanislav Matsunych"", ""bp2020""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2017/stanislav_matsunych/README.md""]","[""pages/students/2017/stanislav_matsunych/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Stanislav Matsunych"", ""category"": ""bp2020""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Stanislav Matsunych"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:440""}, {""kind"": ""Document"", ""path"": ""pages/students/2017/stanislav_matsunych/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""}, {""kind"": ""Category"", ""name"": ""bp2020"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:587""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0596,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.07983,,Ktorý autor dokumentu je pri osobe Stanislav Matsunych spojený s kategóriou bp2020?,"[""Stanislav Matsunych"", ""bp2020"", ""Daniel Hladek""]","[""Stanislav Matsunych"", ""bp2020"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2017/stanislav_matsunych/README.md""]","[""pages/students/2017/stanislav_matsunych/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Stanislav Matsunych"", ""category"": ""bp2020"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2017/stanislav_matsunych/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Stanislav Matsunych"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:440""}, {""kind"": ""Document"", ""path"": ""pages/students/2017/stanislav_matsunych/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""}, {""kind"": ""Category"", ""name"": ""bp2020"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:587""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Stanislav Matsunych"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:440""}, {""kind"": ""Document"", ""path"": ""pages/students/2017/stanislav_matsunych/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,regression-0597,dev,person_start_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.069503,,Aký rok začiatku štúdia je uvedený pri osobe Stanislav Matsunych?,[],[],[],[],"[""pages/students/2017/stanislav_matsunych/README.md""]","[""pages/students/2017/stanislav_matsunych/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0598,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.076705,,"Aký názov práce má osoba Stanislav Matsunych, ak jej dokument obsahuje kľúčové slovo nenajdenyoverovacitag?",[],[],[],[],"[""pages/students/2017/stanislav_matsunych/README.md""]","[""pages/students/2017/stanislav_matsunych/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0599,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.078211,,Aký názov práce má osoba Stanislav Matsunych v roku 2098?,[],[],[],[],"[""pages/students/2017/stanislav_matsunych/README.md""]","[""pages/students/2017/stanislav_matsunych/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,regression-0600,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.064119,,Aký názov diplomovej práce má osoba Diana Neznáma Overovacia?,[],[],[],[],[],[],[],[],[],[],[],[] +True,True,True,1.0,True,1.0,True,,,regression-0601,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.060532,,Aký názov diplomovej práce má osoba Milan Neprítomný Vzorový?,[],[],[],[],[],[],[],[],[],[],[],[] +True,True,True,1.0,True,1.0,True,0,0,regression-0602,dev,candidate_set_aggregation,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.094986,,"Z kandidátov Samuel Širotník, Stanislav Matsunych vyber osoby s prácou v roku 2098. Koľko ich je?","[""0""]","[""0""]",[],[],"[""pages/students/2017/stanislav_matsunych/README.md"", ""pages/students/2018/samuel_sirotnik/README.md""]","[""pages/students/2017/stanislav_matsunych/README.md"", ""pages/students/2018/samuel_sirotnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych"", ""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych"", ""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-dev-0603,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.088938,,Over spoločné kľúčové slovo nlp pri osobách Matej Ščišľak a Oleh Bilykh.,"[""Matej Ščišľak"", ""nlp"", ""Oleh Bilykh""]","[""Matej Ščišľak"", ""nlp"", ""Oleh Bilykh""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2018/oleh_bilykh/README.md"", ""pages/students/2021/matej_scislak/README.md""]","[""pages/students/2018/oleh_bilykh/README.md"", ""pages/students/2021/matej_scislak/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Matej Ščišľak"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Oleh Bilykh"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Ščišľak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:472""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/matej_scislak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleh Bilykh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:447""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/oleh_bilykh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0604,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.087619,,Majú osoby Cesar Abascal Gutierrez a Eduard Matovka spoločné kľúčové slovo nlp?,"[""Cesar Abascal Gutierrez"", ""nlp"", ""Eduard Matovka""]","[""Cesar Abascal Gutierrez"", ""nlp"", ""Eduard Matovka""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/interns/cesar_gutierrez/README.md"", ""pages/students/2021/eduard_matovka/README.md""]","[""pages/interns/cesar_gutierrez/README.md"", ""pages/students/2021/eduard_matovka/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/cesar_gutierrez"", ""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka""]","[""https://zp.kemt.fei.tuke.sk/interns/cesar_gutierrez"", ""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Cesar Abascal Gutierrez"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Eduard Matovka"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Cesar Abascal Gutierrez"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:424""}, {""kind"": ""Document"", ""path"": ""pages/interns/cesar_gutierrez/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/cesar_gutierrez""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Eduard Matovka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:468""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/eduard_matovka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0605,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.0917,,Pre osoby Ján Malinovský a Samuel Vasiľ over rovnaké kľúčové slovo nlp.,"[""Ján Malinovský"", ""nlp"", ""Samuel Vasiľ""]","[""Ján Malinovský"", ""nlp"", ""Samuel Vasiľ""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/samuel_vasil/README.md""]","[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/samuel_vasil/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Ján Malinovský"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Samuel Vasiľ"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Malinovský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:479""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jan_malinovsky/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Vasiľ"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:482""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/samuel_vasil/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0606,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.094153,,Over spoločné kľúčové slovo nlp pri osobách Jakub Schwarc a Martin Jancura.,"[""Jakub Schwarc"", ""nlp"", ""Martin Jancura""]","[""Jakub Schwarc"", ""nlp"", ""Martin Jancura""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2017/martin_jancura/README.md"", ""pages/students/2022/jakub_schwarc/README.md""]","[""pages/students/2017/martin_jancura/README.md"", ""pages/students/2022/jakub_schwarc/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura"", ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""]","[""https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura"", ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Jakub Schwarc"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Martin Jancura"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Schwarc"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:478""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jakub_schwarc/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin Jancura"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:439""}, {""kind"": ""Document"", ""path"": ""pages/students/2017/martin_jancura/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0607,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.091563,,Majú osoby Bogdan Paul Chiș a Kristián Sopkovič spoločné kľúčové slovo nlp?,"[""Bogdan Paul Chiș"", ""nlp"", ""Kristián Sopkovič""]","[""Bogdan Paul Chiș"", ""nlp"", ""Kristián Sopkovič""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/interns/bogdan_paul_chis/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/interns/bogdan_paul_chis/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/bogdan_paul_chis"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""https://zp.kemt.fei.tuke.sk/interns/bogdan_paul_chis"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Bogdan Paul Chiș"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Kristián Sopkovič"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Bogdan Paul Chiș"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:423""}, {""kind"": ""Document"", ""path"": ""pages/interns/bogdan_paul_chis/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/bogdan_paul_chis""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kristián Sopkovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:455""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0608,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.095269,,Pre osoby Márk Fehér a Simona Bobrovčanová over rovnaké kľúčové slovo nlp.,"[""Márk Fehér"", ""nlp"", ""Simona Bobrovčanová""]","[""Márk Fehér"", ""nlp"", ""Simona Bobrovčanová""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/mark_feher/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2016/mark_feher/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher"", ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""]","[""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher"", ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Márk Fehér"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Simona Bobrovčanová"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Márk Fehér"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:434""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/mark_feher/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Simona Bobrovčanová"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:494""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/simona_bobrovcanova/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0609,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.089198,,Over spoločné kľúčové slovo nlp pri osobách Dominik Nagy a Eduard Matovka.,"[""Dominik Nagy"", ""nlp"", ""Eduard Matovka""]","[""Dominik Nagy"", ""nlp"", ""Eduard Matovka""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2021/eduard_matovka/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2021/eduard_matovka/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Dominik Nagy"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Eduard Matovka"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dominik Nagy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:429""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/dominik_nagy/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Eduard Matovka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:468""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/eduard_matovka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0610,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.082388,,Majú osoby Artem Yatsenko a Yevhenii Medushivskyi spoločné kľúčové slovo nlp?,"[""Artem Yatsenko"", ""nlp"", ""Yevhenii Medushivskyi""]","[""Artem Yatsenko"", ""nlp"", ""Yevhenii Medushivskyi""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Artem Yatsenko"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Yevhenii Medushivskyi"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artem Yatsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:451""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/artem_yatsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Yevhenii Medushivskyi"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:495""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/yevhenii_medushivskyi/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0611,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.097347,,Pre osoby Martin Wencel a Michal Stromko over rovnaké kľúčové slovo nlp.,"[""Martin Wencel"", ""nlp"", ""Michal Stromko""]","[""Martin Wencel"", ""nlp"", ""Michal Stromko""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2018/martin_wencel/README.md"", ""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2018/martin_wencel/README.md"", ""pages/students/2019/michal_stromko/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel"", ""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko""]","[""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel"", ""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Martin Wencel"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Michal Stromko"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin Wencel"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:446""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/martin_wencel/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Michal Stromko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:456""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/michal_stromko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0612,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.068963,,Over spoločné kľúčové slovo nlp pri osobách Samuel Horáni a Valerii Kutsenko.,"[""Samuel Horáni"", ""nlp"", ""Valerii Kutsenko""]","[""Samuel Horáni"", ""nlp"", ""Valerii Kutsenko""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2019/samuel_horani/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2019/samuel_horani/README.md"", ""pages/students/2022/valerii_kutsenko/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Samuel Horáni"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Valerii Kutsenko"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Horáni"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:458""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/samuel_horani/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Valerii Kutsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:485""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/valerii_kutsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0613,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.069285,,Majú osoby Serhii Yemets a Yevhenii Leonov spoločné kľúčové slovo nlp?,"[""Serhii Yemets"", ""nlp"", ""Yevhenii Leonov""]","[""Serhii Yemets"", ""nlp"", ""Yevhenii Leonov""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2022/serhii_yemets/README.md"", ""pages/students/2022/yevhenii_leonov/README.md""]","[""pages/students/2022/serhii_yemets/README.md"", ""pages/students/2022/yevhenii_leonov/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets"", ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov""]","[""https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets"", ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Serhii Yemets"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Yevhenii Leonov"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Serhii Yemets"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:483""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/serhii_yemets/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Yevhenii Leonov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:487""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/yevhenii_leonov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0614,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.070997,,Pre osoby Adrián Remiáš a Martin Jancura over rovnaké kľúčové slovo nlp.,"[""Adrián Remiáš"", ""nlp"", ""Martin Jancura""]","[""Adrián Remiáš"", ""nlp"", ""Martin Jancura""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2017/martin_jancura/README.md"", ""pages/students/2018/adrian_remias/README.md""]","[""pages/students/2017/martin_jancura/README.md"", ""pages/students/2018/adrian_remias/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura"", ""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""]","[""https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura"", ""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Adrián Remiáš"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Martin Jancura"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Adrián Remiáš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:443""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/adrian_remias/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin Jancura"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:439""}, {""kind"": ""Document"", ""path"": ""pages/students/2017/martin_jancura/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0615,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.08871,,Aké spoločné roky práce spájajú osoby Ján Holp a Samuel Horáni?,"[""Ján Holp"", ""2021"", ""Samuel Horáni""]","[""Ján Holp"", ""2021"", ""Samuel Horáni""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2016/jan_holp/README.md"", ""pages/students/2019/samuel_horani/README.md""]","[""pages/students/2016/jan_holp/README.md"", ""pages/students/2019/samuel_horani/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"", ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"", ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""academic_year_comparison"", ""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]","[{""binding"": {""person"": ""Ján Holp"", ""year"": 2021}, ""matched"": true}, {""binding"": {""person"": ""Samuel Horáni"", ""year"": 2021}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Academic"", ""Document""], ""relationships"": [""AUTHORED|HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2016, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:432"", ""name"": ""Ján Holp"", ""source_document"": ""pages/students/2016/jan_holp/README.md"", ""id"": ""person:pages/students/2016/jan_holp/README.md""}, {""kind"": ""Thesis"", ""year"": 2021, ""heading"": ""Diplomová práca 2021"", ""thesis_type_label"": ""Diplomová práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:268"", ""title"": ""Systém získavania informácií v slovenskom jazyku."", ""thesis_type"": ""diploma_thesis"", ""name"": ""Systém 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Fehér.,[],[],[],[],"[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/mark_feher/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/mark_feher/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-dev-0631,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.057136,,Aký spoločný rok začiatku štúdia majú osoby Dominik Nagy a Patrik Pavlišin?,[],[],[],[],"[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/patrik_pavlisin/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/patrik_pavlisin/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", 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2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/filip_tomas/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0633,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.063689,,Porovnaj rovnaký rok začiatku štúdia osôb Eduard Matovka a Nikita Bodnar.,"[""Eduard Matovka"", ""2021"", ""Nikita Bodnar""]","[""Eduard Matovka"", ""2021"", ""Nikita Bodnar""]",[],[],"[""pages/students/2021/eduard_matovka/README.md"", ""pages/students/2021/nikita_bodnar/README.md""]","[""pages/students/2021/eduard_matovka/README.md"", ""pages/students/2021/nikita_bodnar/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""]","[""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Eduard Matovka"", ""start_year"": 2021}, ""matched"": true}, {""binding"": {""person"": ""Nikita Bodnar"", ""start_year"": 2021}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Eduard Matovka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:468"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/eduard_matovka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Nikita Bodnar"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:473"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/nikita_bodnar/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0634,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.061877,,Aký spoločný rok začiatku štúdia majú osoby Valerii Kutsenko a Vladyslav Yanchenko?,"[""Valerii Kutsenko"", ""2022"", ""Vladyslav Yanchenko""]","[""Valerii Kutsenko"", ""2022"", ""Vladyslav Yanchenko""]",[],[],"[""pages/students/2022/valerii_kutsenko/README.md"", ""pages/students/2022/vladyslav_yanchenko/README.md""]","[""pages/students/2022/valerii_kutsenko/README.md"", ""pages/students/2022/vladyslav_yanchenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Valerii Kutsenko"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Vladyslav Yanchenko"", ""start_year"": 2022}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Valerii Kutsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:485"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/valerii_kutsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladyslav Yanchenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:486"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/vladyslav_yanchenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0635,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.063916,,Aký spoločný rok začiatku štúdia majú osoby Pavol Hudák a Vladyslav Krupko?,"[""Pavol Hudák"", ""2020"", ""Vladyslav Krupko""]","[""Pavol Hudák"", ""2020"", ""Vladyslav Krupko""]",[],[],"[""pages/students/2020/pavol_hudak/README.md"", ""pages/students/2020/vladyslav_krupko/README.md""]","[""pages/students/2020/pavol_hudak/README.md"", ""pages/students/2020/vladyslav_krupko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak"", ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak"", ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Pavol Hudák"", ""start_year"": 2020}, ""matched"": true}, {""binding"": {""person"": ""Vladyslav Krupko"", ""start_year"": 2020}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Pavol Hudák"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:465"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/pavol_hudak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladyslav Krupko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:466"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/vladyslav_krupko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0636,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.068802,,Porovnaj rovnaký rok začiatku štúdia osôb Oleksandr Dorybohov a Yevhenii Medushivskyi.,"[""Oleksandr Dorybohov"", ""2023"", ""Yevhenii Medushivskyi""]","[""Oleksandr Dorybohov"", ""2023"", ""Yevhenii Medushivskyi""]",[],[],"[""pages/students/2023/oleksandr_dorybohov/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2023/oleksandr_dorybohov/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Oleksandr Dorybohov"", ""start_year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Yevhenii Medushivskyi"", ""start_year"": 2023}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Dorybohov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:490"", ""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/oleksandr_dorybohov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Yevhenii Medushivskyi"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:495"", ""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/yevhenii_medushivskyi/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0637,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.063676,,Aký spoločný rok začiatku štúdia majú osoby Adrián Remiáš a Samuel Širotník?,"[""Adrián Remiáš"", ""2018"", ""Samuel Širotník""]","[""Adrián Remiáš"", ""2018"", ""Samuel Širotník""]",[],[],"[""pages/students/2018/adrian_remias/README.md"", ""pages/students/2018/samuel_sirotnik/README.md""]","[""pages/students/2018/adrian_remias/README.md"", ""pages/students/2018/samuel_sirotnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias"", ""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]","[""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias"", ""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Adrián Remiáš"", ""start_year"": 2018}, ""matched"": true}, {""binding"": {""person"": ""Samuel Širotník"", ""start_year"": 2018}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Adrián Remiáš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:443"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/adrian_remias/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Širotník"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:449"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/samuel_sirotnik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0638,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.058474,,Aký spoločný rok začiatku štúdia majú osoby Dávid Iľaš a Martin Wencel?,"[""Dávid Iľaš"", ""2018"", ""Martin Wencel""]","[""Dávid Iľaš"", ""2018"", ""Martin Wencel""]",[],[],"[""pages/students/2018/david_ilas/README.md"", ""pages/students/2018/martin_wencel/README.md""]","[""pages/students/2018/david_ilas/README.md"", ""pages/students/2018/martin_wencel/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas"", ""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas"", ""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Dávid Iľaš"", ""start_year"": 2018}, ""matched"": true}, {""binding"": {""person"": ""Martin Wencel"", ""start_year"": 2018}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Iľaš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:444"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/david_ilas/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin Wencel"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:446"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/martin_wencel/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0639,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.075419,,Aký názov práce a rok práce sú pri osobe Oleksandr Hryshchenko uvedené pre rok 2026?,"[""Oleksandr Hryshchenko"", ""Grafové neurónové siete pre získavanie informácií"", ""2026""]","[""Oleksandr Hryshchenko"", ""Grafové neurónové siete pre získavanie informácií"", ""2026""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2021/oleksandr_hryshchenko/README.md""]","[""pages/students/2021/oleksandr_hryshchenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]","[{""binding"": {""person"": ""Oleksandr Hryshchenko"", ""academic_kind"": ""Thesis"", ""academic_type"": ""diploma_thesis"", ""year"": 2026, ""title"": ""Grafové neurónové siete pre získavanie informácií""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Thesis"", ""Document""], ""relationships"": [""AUTHORED"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2021, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:474"", ""name"": ""Oleksandr Hryshchenko"", ""source_document"": 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""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:500""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0673,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.061795,,Ktorý autor dokumentu je pri osobe Jakub Kristián Lukas spojený s kategóriou bp2023?,"[""Jakub Kristián Lukas"", ""bp2023"", ""Daniel Hladek""]","[""Jakub Kristián Lukas"", ""bp2023"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2020/jakub_kristian_lukas/README.md""]","[""pages/students/2020/jakub_kristian_lukas/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/jakub_kristian_lukas""]","[""https://zp.kemt.fei.tuke.sk/students/2020/jakub_kristian_lukas""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Jakub Kristián Lukas"", ""category"": ""bp2023"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2020/jakub_kristian_lukas/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Kristián Lukas"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:461""}, {""kind"": ""Document"", ""path"": ""pages/students/2020/jakub_kristian_lukas/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/jakub_kristian_lukas""}, {""kind"": ""Category"", ""name"": ""bp2023"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:590""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Kristián Lukas"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:461""}, {""kind"": ""Document"", ""path"": ""pages/students/2020/jakub_kristian_lukas/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/jakub_kristian_lukas""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0674,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.064209,,Ktorý autor dokumentu je pri osobe Matúš Suchanič spojený s kategóriou bp2023?,"[""Matúš Suchanič"", ""bp2023"", ""Daniel Hladek""]","[""Matúš Suchanič"", ""bp2023"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", 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kategórie dokumentov osoby Vladyslav Krupko.,"[""Vladyslav Krupko"", ""bp2024""]","[""Vladyslav Krupko"", ""bp2024""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2020/vladyslav_krupko/README.md""]","[""pages/students/2020/vladyslav_krupko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Vladyslav Krupko"", ""category"": ""bp2024""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladyslav Krupko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:466""}, {""kind"": ""Document"", ""path"": ""pages/students/2020/vladyslav_krupko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""}, {""kind"": ""Category"", ""name"": ""bp2024"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:591""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0676,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.060669,,Aké všetky kategórie majú dokumenty osoby Martin NaN1?,"[""Martin NaN1"", ""bp2021""]","[""Martin NaN1"", ""bp2021""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/NaN1name_buday/README.md""]","[""pages/students/2018/NaN1name_buday/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Martin NaN1"", ""category"": ""bp2021""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin NaN1"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:442""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/NaN1name_buday/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""}, {""kind"": ""Category"", ""name"": ""bp2021"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:588""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0677,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.057403,,Aké všetky kategórie majú dokumenty osoby Artem Yatsenko?,"[""Artem Yatsenko"", ""bp2022""]","[""Artem Yatsenko"", ""bp2022""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2019/artem_yatsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Artem Yatsenko"", ""category"": ""bp2022""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artem Yatsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:451""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/artem_yatsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""}, {""kind"": ""Category"", ""name"": ""bp2022"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:589""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0678,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.060902,,Vypíš všetky kategórie dokumentov osoby Youssef Ressaissi.,"[""Youssef Ressaissi"", ""iaeste""]","[""Youssef Ressaissi"", ""iaeste""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/interns/yussef_ressaissi/README.md""]","[""pages/interns/yussef_ressaissi/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi""]","[""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Youssef Ressaissi"", ""category"": ""iaeste""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Youssef Ressaissi"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:427""}, {""kind"": ""Document"", ""path"": ""pages/interns/yussef_ressaissi/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi""}, {""kind"": ""Category"", ""name"": ""iaeste"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:602""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0679,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.053962,,Aké všetky kategórie majú dokumenty osoby Dmytro Mural?,"[""Dmytro Mural"", ""bp2022""]","[""Dmytro Mural"", ""bp2022""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/dmytro_mural/README.md""]","[""pages/students/2019/dmytro_mural/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural""]","[""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Dmytro Mural"", ""category"": ""bp2022""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dmytro Mural"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:453""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/dmytro_mural/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural""}, {""kind"": ""Category"", ""name"": ""bp2022"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:589""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0680,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.060621,,Aké všetky kategórie majú dokumenty osoby Ján Malinovský?,"[""Ján Malinovský"", ""dp2027""]","[""Ján Malinovský"", ""dp2027""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/jan_malinovsky/README.md""]","[""pages/students/2022/jan_malinovsky/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Ján Malinovský"", ""category"": ""dp2027""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Malinovský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:479""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jan_malinovsky/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""}, {""kind"": ""Category"", ""name"": ""dp2027"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:600""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0681,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.053962,,Vypíš všetky kategórie dokumentov osoby Samuel Vasiľ.,"[""Samuel Vasiľ"", ""bp2026""]","[""Samuel Vasiľ"", ""bp2026""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/samuel_vasil/README.md""]","[""pages/students/2022/samuel_vasil/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]","[""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Samuel Vasiľ"", ""category"": ""bp2026""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Vasiľ"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:482""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/samuel_vasil/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""}, {""kind"": ""Category"", ""name"": ""bp2026"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:593""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0682,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.063756,,Aké všetky kategórie majú dokumenty osoby Patrik Pokrivčák?,"[""Patrik Pokrivčák"", ""dp2025""]","[""Patrik Pokrivčák"", ""dp2025""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/patrik_pokrivcak/README.md""]","[""pages/students/2019/patrik_pokrivcak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak""]","[""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Patrik Pokrivčák"", ""category"": ""dp2025""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Patrik Pokrivčák"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:457""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/patrik_pokrivcak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak""}, {""kind"": ""Category"", ""name"": ""dp2025"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:598""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0683,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.067459,,Aké všetky kategórie majú dokumenty osoby Ronald Zalacko?,"[""Ronald Zalacko"", ""bp2026""]","[""Ronald Zalacko"", ""bp2026""]",[],"[""HAS_DOCUMENT"", 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""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:555"", ""title"": ""Ondrej Megela"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela"", ""path"": ""pages/students/2018/ondrej_megela/README.md"", ""name"": ""Ondrej Megela""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2018, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:448"", ""name"": ""Ondrej Megela"", ""source_document"": ""pages/students/2018/ondrej_megela/README.md"", ""id"": ""person:pages/students/2018/ondrej_megela/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:555"", ""title"": ""Ondrej Megela"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela"", ""path"": ""pages/students/2018/ondrej_megela/README.md"", ""name"": ""Ondrej Megela""}, {""kind"": ""Keyword"", ""name"": ""question-answer"", ""id"": ""question-answer"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:865""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0710,dev,conjunctive_disambiguation,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.11739,,Ktorá z osôb Dárius Lindvai a Dominik Nagy spĺňa kľúčové slovo lstm a rok práce 2020?,"[""Dárius Lindvai"", ""lstm"", ""2020""]","[""Dárius Lindvai"", ""lstm"", ""2020""]",[],"[""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK""]","[""pages/students/2016/darius_lindvai/README.md"", ""pages/students/2016/dominik_nagy/README.md""]","[""pages/students/2016/darius_lindvai/README.md"", ""pages/students/2016/darius_lindvai/timovy_projekt/tutorial/README.md"", ""pages/students/2016/dominik_nagy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai"", ""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy""]","[""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai"", ""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai/timovy_projekt/tutorial"", ""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy""]","[""person_keyword"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""work_constraints"", ""person_keyword_constraints""]","[{""binding"": {""person"": ""Dárius Lindvai"", ""keyword"": ""lstm"", ""year"": 2020}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Academic"", ""Document""], ""relationships"": [""AUTHORED|HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2016, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:428"", ""name"": ""Dárius Lindvai"", ""source_document"": ""pages/students/2016/darius_lindvai/README.md"", ""id"": ""person:pages/students/2016/darius_lindvai/README.md""}, {""kind"": ""Work"", ""year"": 2020, ""heading"": ""Diplomový projekt 2020"", ""work_type"": ""diploma_project"", ""work_type_label"": ""Diplomový projekt"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:357"", ""name"": ""Diplomový projekt 2020"", ""source_document"": ""pages/students/2016/darius_lindvai/README.md"", ""id"": ""work:pages/students/2016/darius_lindvai/README.md:diplomovy-projekt-2020"", ""person"": ""Dárius Lindvai"", ""document_path"": ""pages/students/2016/darius_lindvai/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:509"", ""title"": ""Dárius Lindvai"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai"", ""path"": ""pages/students/2016/darius_lindvai/README.md"", ""name"": ""Dárius Lindvai""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2016, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:428"", ""name"": ""Dárius Lindvai"", ""source_document"": ""pages/students/2016/darius_lindvai/README.md"", ""id"": ""person:pages/students/2016/darius_lindvai/README.md""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/darius_lindvai/timovy_projekt/tutorial/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai/timovy_projekt/tutorial""}, {""kind"": ""Keyword"", ""name"": ""lstm"", ""id"": ""lstm"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:848""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-dev-0711,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.101648,,Aký názov práce má osoba Ján Holp v roku 2018?,[],[],[],[],"[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-dev-0712,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.103098,,Aký názov práce má osoba Patrik Pavlišin v roku 2018?,[],[],[],[],"[""pages/students/2016/patrik_pavlisin/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-dev-0713,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.112783,,Aký názov práce má osoba Kristián Sopkovič s kľúčovým slovom klaud?,[],[],[],[],"[""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2019/kristian_sopkovic/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-dev-0714,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.100217,,Aký názov práce má osoba Adrián Remiáš v roku 2018?,[],[],[],[],"[""pages/students/2018/adrian_remias/README.md""]","[""pages/students/2018/adrian_remias/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""]","[""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-dev-0715,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.108476,,Aký názov práce má osoba Than Trung Thanh v roku 2018?,[],[],[],[],"[""pages/students/2017/than_trung_thanh/README.md""]","[""pages/students/2017/than_trung_thanh/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh""]","[""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-dev-0716,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.102487,,Aký názov práce má osoba Patrik Pokrivčák v roku 2018?,[],[],[],[],"[""pages/students/2019/patrik_pokrivcak/README.md""]","[""pages/students/2019/patrik_pokrivcak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak""]","[""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-dev-0717,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.121144,,Aký názov práce má osoba Tomáš Kuchárik s kľúčovým slovom cluster?,[],[],[],[],"[""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-dev-0718,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.099499,,Aký názov práce má osoba Artem Yatsenko v roku 2018?,[],[],[],[],"[""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2019/artem_yatsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-dev-0719,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.107775,,Aký názov práce má osoba Márk Fehér s kľúčovým slovom named entity?,[],[],[],[],"[""pages/students/2016/mark_feher/README.md""]","[""pages/students/2016/mark_feher/README.md"", ""pages/topics/named-entity/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""]","[""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher"", ""https://zp.kemt.fei.tuke.sk/topics/named-entity""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-dev-0720,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.085633,,Aký názov práce má osoba Filip Tomáš v roku 2018?,[],[],[],[],"[""pages/students/2019/filip_tomas/README.md""]","[""pages/students/2019/filip_tomas/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""]","[""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-dev-0721,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.096007,,Aký názov práce má osoba Maroš Harahus s kľúčovým slovom named entity?,[],[],[],[],"[""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/maros_harahus/README.md"", ""pages/topics/named-entity/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""]","[""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus"", ""https://zp.kemt.fei.tuke.sk/topics/named-entity""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-dev-0722,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.09432,,Aký názov práce má osoba Filip Tomáš s kľúčovým slovom hate?,[],[],[],[],"[""pages/students/2019/filip_tomas/README.md""]","[""pages/students/2019/filip_tomas/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""]","[""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-001,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.078226,,Over spoločné kľúčové slovo nlp pri osobách Maksym Zatirka a Samuel Džurina.,"[""Maksym Zatirka"", ""nlp"", ""Samuel Džurina""]","[""Maksym Zatirka"", ""nlp"", ""Samuel Džurina""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2023/maksym_zatirka/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2023/maksym_zatirka/README.md"", ""pages/students/2023/samuel_dzurina/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka"", ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""]","[""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka"", ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Maksym Zatirka"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Samuel Džurina"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maksym Zatirka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:489""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/maksym_zatirka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Džurina"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:493""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/samuel_dzurina/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-002,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.085101,,Majú osoby Jakub Schwarc a Nikita Bodnar spoločné kľúčové slovo nlp?,"[""Jakub Schwarc"", ""nlp"", ""Nikita Bodnar""]","[""Jakub Schwarc"", ""nlp"", ""Nikita Bodnar""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/nikita_bodnar/README.md"", ""pages/students/2022/jakub_schwarc/README.md""]","[""pages/students/2021/nikita_bodnar/README.md"", ""pages/students/2022/jakub_schwarc/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar"", ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""]","[""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar"", ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Jakub Schwarc"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Nikita Bodnar"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Schwarc"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:478""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jakub_schwarc/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Nikita Bodnar"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:473""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/nikita_bodnar/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-003,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.119494,,Pre osoby Manohar Gowdru Shridhara a Nikita Bodnar over rovnaké kľúčové slovo nlp.,"[""Manohar Gowdru Shridhara"", ""nlp"", ""Nikita Bodnar""]","[""Manohar Gowdru Shridhara"", ""nlp"", ""Nikita Bodnar""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""pages/students/2021/nikita_bodnar/README.md""]","[""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""pages/students/2021/nikita_bodnar/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""]","[""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Manohar Gowdru Shridhara"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Nikita Bodnar"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Manohar Gowdru Shridhara"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:469""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Nikita Bodnar"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:473""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/nikita_bodnar/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-004,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.082777,,Over spoločné kľúčové slovo nlp pri osobách Jakub Maruniak a Nikita Bodnar.,"[""Jakub Maruniak"", ""nlp"", ""Nikita Bodnar""]","[""Jakub Maruniak"", ""nlp"", ""Nikita Bodnar""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2021/nikita_bodnar/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2021/nikita_bodnar/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Jakub Maruniak"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Nikita Bodnar"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Maruniak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:431""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jakub_maruniak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Nikita Bodnar"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:473""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/nikita_bodnar/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-005,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.085693,,Majú osoby Denis Le Thanh a Samuel Vasiľ spoločné kľúčové slovo nlp?,"[""Denis Le Thanh"", ""nlp"", ""Samuel Vasiľ""]","[""Denis Le Thanh"", ""nlp"", ""Samuel Vasiľ""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2022/samuel_vasil/README.md"", ""pages/students/2023/denis_le_thanh/README.md""]","[""pages/students/2022/samuel_vasil/README.md"", ""pages/students/2023/denis_le_thanh/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil"", ""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh""]","[""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil"", ""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Denis Le Thanh"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Samuel Vasiľ"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Denis Le Thanh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:488""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/denis_le_thanh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Vasiľ"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:482""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/samuel_vasil/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-006,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.079864,,Pre osoby Lukáš Pokrývka a Stanislav Matsunych over rovnaké kľúčové slovo nlp.,"[""Lukáš Pokrývka"", ""nlp"", ""Stanislav Matsunych""]","[""Lukáš Pokrývka"", ""nlp"", ""Stanislav Matsunych""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/lukas_pokryvka/README.md"", ""pages/students/2017/stanislav_matsunych/README.md""]","[""pages/students/2016/lukas_pokryvka/README.md"", ""pages/students/2016/lukas_pokryvka/timovy_projekt/README.md"", ""pages/students/2017/stanislav_matsunych/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka"", ""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]","[""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka"", ""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka/timovy_projekt"", ""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Lukáš Pokrývka"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Stanislav Matsunych"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Lukáš Pokrývka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:433""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/lukas_pokryvka/timovy_projekt/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka/timovy_projekt""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Stanislav Matsunych"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:440""}, {""kind"": ""Document"", ""path"": ""pages/students/2017/stanislav_matsunych/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-007,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.080443,,Over spoločné kľúčové slovo nlp pri osobách Oleksandr Dorybohov a Youssef Ressaissi.,"[""Oleksandr Dorybohov"", ""nlp"", ""Youssef Ressaissi""]","[""Oleksandr Dorybohov"", ""nlp"", ""Youssef Ressaissi""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/interns/yussef_ressaissi/README.md"", ""pages/students/2023/oleksandr_dorybohov/README.md""]","[""pages/interns/yussef_ressaissi/README.md"", ""pages/students/2023/oleksandr_dorybohov/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi"", ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""]","[""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi"", ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Oleksandr Dorybohov"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Youssef Ressaissi"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Dorybohov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:490""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/oleksandr_dorybohov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Youssef Ressaissi"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:427""}, {""kind"": ""Document"", ""path"": ""pages/interns/yussef_ressaissi/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-008,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.0707,,Majú osoby Denis Le Thanh a Tomáš Kuchárik spoločné kľúčové slovo nlp?,"[""Denis Le Thanh"", ""nlp"", ""Tomáš Kuchárik""]","[""Denis Le Thanh"", ""nlp"", ""Tomáš Kuchárik""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/tomas_kucharik/README.md"", ""pages/students/2023/denis_le_thanh/README.md""]","[""pages/students/2016/tomas_kucharik/README.md"", ""pages/students/2023/denis_le_thanh/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"", ""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"", ""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Denis Le Thanh"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Tomáš Kuchárik"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Denis Le Thanh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:488""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/denis_le_thanh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Tomáš Kuchárik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:437""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/tomas_kucharik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-009,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.070472,,Pre osoby Dávid Iľaš a Maroš Harahus over rovnaké kľúčové slovo nlp.,"[""Dávid Iľaš"", ""nlp"", ""Maroš Harahus""]","[""Dávid Iľaš"", ""nlp"", ""Maroš Harahus""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/maros_harahus/README.md"", ""pages/students/2018/david_ilas/README.md""]","[""pages/students/2016/maros_harahus/README.md"", ""pages/students/2018/david_ilas/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus"", ""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas""]","[""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus"", ""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Dávid Iľaš"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Maroš Harahus"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Iľaš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:444""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/david_ilas/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maroš Harahus"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:435""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/maros_harahus/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-010,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.073158,,Over spoločné kľúčové slovo nlp pri osobách Nikita Bodnar a Oleksandr Dorybohov.,"[""Nikita Bodnar"", ""nlp"", ""Oleksandr Dorybohov""]","[""Nikita Bodnar"", ""nlp"", ""Oleksandr Dorybohov""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/nikita_bodnar/README.md"", ""pages/students/2023/oleksandr_dorybohov/README.md""]","[""pages/students/2021/nikita_bodnar/README.md"", ""pages/students/2023/oleksandr_dorybohov/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar"", ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""]","[""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar"", ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Nikita Bodnar"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Oleksandr Dorybohov"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Nikita Bodnar"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:473""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/nikita_bodnar/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Dorybohov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:490""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/oleksandr_dorybohov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-011,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.066488,,Majú osoby Lukáš Pokrývka a Martin NaN1 spoločné kľúčové slovo nlp?,"[""Lukáš Pokrývka"", ""nlp"", ""Martin NaN1""]","[""Lukáš Pokrývka"", ""nlp"", ""Martin NaN1""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/lukas_pokryvka/README.md"", ""pages/students/2018/NaN1name_buday/README.md""]","[""pages/students/2016/lukas_pokryvka/README.md"", ""pages/students/2016/lukas_pokryvka/timovy_projekt/README.md"", ""pages/students/2018/NaN1name_buday/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka"", ""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""]","[""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka"", ""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka/timovy_projekt"", ""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Lukáš Pokrývka"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Martin NaN1"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Lukáš Pokrývka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:433""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/lukas_pokryvka/timovy_projekt/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka/timovy_projekt""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin NaN1"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:442""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/NaN1name_buday/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-012,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.068317,,Pre osoby Martin Šarišský a Yevhenii Leonov over rovnaké kľúčové slovo nlp.,"[""Martin Šarišský"", ""nlp"", ""Yevhenii Leonov""]","[""Martin Šarišský"", ""nlp"", ""Yevhenii Leonov""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/martin_sarissky/README.md"", ""pages/students/2022/yevhenii_leonov/README.md""]","[""pages/students/2021/martin_sarissky/README.md"", ""pages/students/2022/yevhenii_leonov/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky"", ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov""]","[""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky"", ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Martin Šarišský"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Yevhenii Leonov"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin Šarišský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:470""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/martin_sarissky/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Yevhenii Leonov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:487""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/yevhenii_leonov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-013,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.073181,,Over spoločné kľúčové slovo nlp pri osobách Maksym Zatirka a Patrik Pavlišin.,"[""Maksym Zatirka"", ""nlp"", ""Patrik Pavlišin""]","[""Maksym Zatirka"", ""nlp"", ""Patrik Pavlišin""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/students/2023/maksym_zatirka/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Maksym Zatirka"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Patrik Pavlišin"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maksym Zatirka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:489""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/maksym_zatirka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Patrik Pavlišin"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:436""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/patrik_pavlisin/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-014,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.073736,,Majú osoby Artem Yatsenko a Matej Novotný spoločné kľúčové slovo nlp?,"[""Artem Yatsenko"", ""nlp"", ""Matej Novotný""]","[""Artem Yatsenko"", ""nlp"", ""Matej Novotný""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2021/matej_novotny/README.md""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2021/matej_novotny/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Artem Yatsenko"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Matej Novotný"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artem Yatsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:451""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/artem_yatsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Novotný"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:471""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/matej_novotny/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-015,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.079166,,Pre osoby Kristián Sopkovič a Yevhenii Medushivskyi over rovnaké kľúčové slovo nlp.,"[""Kristián Sopkovič"", ""nlp"", ""Yevhenii Medushivskyi""]","[""Kristián Sopkovič"", ""nlp"", ""Yevhenii Medushivskyi""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2019/kristian_sopkovic/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2019/kristian_sopkovic/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Kristián Sopkovič"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Yevhenii Medushivskyi"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kristián Sopkovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:455""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Yevhenii Medushivskyi"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:495""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/yevhenii_medushivskyi/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-016,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.084311,,Over spoločné kľúčové slovo nlp pri osobách Alina Vitko a Manohar Gowdru Shridhara.,"[""Alina Vitko"", ""nlp"", ""Manohar Gowdru Shridhara""]","[""Alina Vitko"", ""nlp"", ""Manohar Gowdru Shridhara""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2019/alina_vitko/README.md"", ""pages/students/2021/manohar_gowdru_shridharu/README.md""]","[""pages/students/2019/alina_vitko/README.md"", ""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko"", ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko"", ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Alina Vitko"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Manohar Gowdru Shridhara"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Alina Vitko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:450""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/alina_vitko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Manohar Gowdru Shridhara"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:469""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-017,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.075673,,Majú osoby Andrii Pervashov a Valerii Kutsenko spoločné kľúčové slovo nlp?,"[""Andrii Pervashov"", ""nlp"", ""Valerii Kutsenko""]","[""Andrii Pervashov"", ""nlp"", ""Valerii Kutsenko""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2022/andrii_pervashov/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/andrii_pervashov/README.md"", ""pages/students/2022/valerii_kutsenko/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Andrii Pervashov"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Valerii Kutsenko"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Andrii Pervashov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:476""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/andrii_pervashov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Valerii Kutsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:485""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/valerii_kutsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-018,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.077746,,Pre osoby Jakub Maruniak a Yevhenii Medushivskyi over rovnaké kľúčové slovo nlp.,"[""Jakub Maruniak"", ""nlp"", ""Yevhenii Medushivskyi""]","[""Jakub Maruniak"", ""nlp"", ""Yevhenii Medushivskyi""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Jakub Maruniak"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Yevhenii Medushivskyi"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Maruniak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:431""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jakub_maruniak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Yevhenii Medushivskyi"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:495""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/yevhenii_medushivskyi/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-019,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.075182,,Over spoločné kľúčové slovo nlp pri osobách Adrián Remiáš a Bogdan Paul Chiș.,"[""Adrián Remiáš"", ""nlp"", ""Bogdan Paul Chiș""]","[""Adrián Remiáš"", ""nlp"", ""Bogdan Paul Chiș""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/interns/bogdan_paul_chis/README.md"", ""pages/students/2018/adrian_remias/README.md""]","[""pages/interns/bogdan_paul_chis/README.md"", ""pages/students/2018/adrian_remias/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/bogdan_paul_chis"", ""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""]","[""https://zp.kemt.fei.tuke.sk/interns/bogdan_paul_chis"", ""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Adrián Remiáš"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Bogdan Paul Chiș"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Adrián Remiáš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:443""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/adrian_remias/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Bogdan Paul Chiș"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:423""}, {""kind"": ""Document"", ""path"": ""pages/interns/bogdan_paul_chis/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/bogdan_paul_chis""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-020,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.07161,,Majú osoby Oleh Bilykh a Ondrej Megela spoločné kľúčové slovo question-answer?,"[""Oleh Bilykh"", ""question-answer"", ""Ondrej Megela""]","[""Oleh Bilykh"", ""question-answer"", ""Ondrej Megela""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2018/oleh_bilykh/README.md"", ""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2018/oleh_bilykh/README.md"", ""pages/students/2018/ondrej_megela/README.md"", ""pages/topics/question/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh"", ""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh"", ""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela"", ""https://zp.kemt.fei.tuke.sk/topics/question""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Oleh Bilykh"", ""keyword"": ""question-answer""}, ""matched"": true}, {""binding"": {""person"": ""Ondrej Megela"", ""keyword"": ""question-answer""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleh Bilykh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:447""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/oleh_bilykh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""}, {""kind"": ""Keyword"", ""name"": ""question-answer"", ""id"": ""question-answer"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:865""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ondrej Megela"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:448""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/ondrej_megela/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""}, {""kind"": ""Keyword"", ""name"": ""question-answer"", ""id"": ""question-answer"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:865""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-021,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.081684,,Pre osoby Bogdan Paul Chiș a Samuel Džurina over rovnaké kľúčové slovo nlp.,"[""Bogdan Paul Chiș"", ""nlp"", ""Samuel Džurina""]","[""Bogdan Paul Chiș"", ""nlp"", ""Samuel Džurina""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/interns/bogdan_paul_chis/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]","[""pages/interns/bogdan_paul_chis/README.md"", ""pages/students/2023/samuel_dzurina/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/bogdan_paul_chis"", ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""]","[""https://zp.kemt.fei.tuke.sk/interns/bogdan_paul_chis"", ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Bogdan Paul Chiș"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Samuel Džurina"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Bogdan Paul Chiș"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:423""}, {""kind"": ""Document"", ""path"": ""pages/interns/bogdan_paul_chis/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/bogdan_paul_chis""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Džurina"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:493""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/samuel_dzurina/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-022,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.077233,,Over spoločné kľúčové slovo nlp pri osobách Dárius Lindvai a Dominik Nagy.,"[""Dárius Lindvai"", ""nlp"", ""Dominik Nagy""]","[""Dárius Lindvai"", ""nlp"", ""Dominik Nagy""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/darius_lindvai/README.md"", ""pages/students/2016/dominik_nagy/README.md""]","[""pages/students/2016/darius_lindvai/README.md"", ""pages/students/2016/dominik_nagy/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai"", ""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy""]","[""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai"", ""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Dárius Lindvai"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Dominik Nagy"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dárius Lindvai"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:428""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/darius_lindvai/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dominik Nagy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:429""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/dominik_nagy/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-023,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.076562,,Majú osoby Artem Yatsenko a Maksym Zatirka spoločné kľúčové slovo nlp?,"[""Artem Yatsenko"", ""nlp"", ""Maksym Zatirka""]","[""Artem Yatsenko"", ""nlp"", ""Maksym Zatirka""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2023/maksym_zatirka/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Artem Yatsenko"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Maksym Zatirka"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artem Yatsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:451""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/artem_yatsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maksym Zatirka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:489""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/maksym_zatirka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-024,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.082498,,Pre osoby Denis Le Thanh a Oleksandr Dorybohov over rovnaké kľúčové slovo lm.,"[""Denis Le Thanh"", ""lm"", ""Oleksandr Dorybohov""]","[""Denis Le Thanh"", ""lm"", ""Oleksandr Dorybohov""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2023/denis_le_thanh/README.md"", ""pages/students/2023/oleksandr_dorybohov/README.md""]","[""pages/students/2023/denis_le_thanh/README.md"", ""pages/students/2023/oleksandr_dorybohov/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh"", ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""]","[""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh"", ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Denis Le Thanh"", ""keyword"": ""lm""}, ""matched"": true}, {""binding"": {""person"": ""Oleksandr Dorybohov"", ""keyword"": ""lm""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Denis Le Thanh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:488""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/denis_le_thanh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh""}, {""kind"": ""Keyword"", ""name"": ""LM"", ""id"": ""lm"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:847""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Dorybohov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:490""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/oleksandr_dorybohov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""}, {""kind"": ""Keyword"", ""name"": ""LM"", ""id"": ""lm"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:847""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-025,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.087166,,Over spoločné kľúčové slovo nlp pri osobách Artur Hyrenko a Than Trung Thanh.,"[""Artur Hyrenko"", ""nlp"", ""Than Trung Thanh""]","[""Artur Hyrenko"", ""nlp"", ""Than Trung Thanh""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2017/than_trung_thanh/README.md"", ""pages/students/2021/artur_hyrenko/README.md""]","[""pages/students/2017/than_trung_thanh/README.md"", ""pages/students/2021/artur_hyrenko/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh"", ""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko""]","[""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh"", ""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Artur Hyrenko"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Than Trung Thanh"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artur Hyrenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:467""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/artur_hyrenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Than Trung Thanh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:441""}, {""kind"": ""Document"", ""path"": ""pages/students/2017/than_trung_thanh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-026,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.084326,,Majú osoby Lukáš Pokrývka a Than Trung Thanh spoločné kľúčové slovo nlp?,"[""Lukáš Pokrývka"", ""nlp"", ""Than Trung Thanh""]","[""Lukáš Pokrývka"", ""nlp"", ""Than Trung Thanh""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/lukas_pokryvka/README.md"", ""pages/students/2017/than_trung_thanh/README.md""]","[""pages/students/2016/lukas_pokryvka/README.md"", ""pages/students/2016/lukas_pokryvka/timovy_projekt/README.md"", ""pages/students/2017/than_trung_thanh/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka"", ""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh""]","[""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka"", ""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka/timovy_projekt"", ""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Lukáš Pokrývka"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Than Trung Thanh"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Lukáš Pokrývka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:433""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/lukas_pokryvka/timovy_projekt/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka/timovy_projekt""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Than Trung Thanh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:441""}, {""kind"": ""Document"", ""path"": ""pages/students/2017/than_trung_thanh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-027,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.070289,,Pre osoby Artur Hyrenko a Rostyslav Rodzhuk over rovnaké kľúčové slovo nlp.,"[""Artur Hyrenko"", ""nlp"", ""Rostyslav Rodzhuk""]","[""Artur Hyrenko"", ""nlp"", ""Rostyslav Rodzhuk""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/artur_hyrenko/README.md"", ""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2021/artur_hyrenko/README.md"", ""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"", ""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""]","[""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"", ""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Artur Hyrenko"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Rostyslav Rodzhuk"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artur Hyrenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:467""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/artur_hyrenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Rostyslav Rodzhuk"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:492""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/rostyslav_rodzhuk/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-028,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.083458,,Over spoločné kľúčové slovo nlp pri osobách Denis Le Thanh a Ján Holp.,"[""Denis Le Thanh"", ""nlp"", ""Ján Holp""]","[""Denis Le Thanh"", ""nlp"", ""Ján Holp""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/jan_holp/README.md"", ""pages/students/2023/denis_le_thanh/README.md""]","[""pages/students/2016/jan_holp/README.md"", ""pages/students/2023/denis_le_thanh/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"", ""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"", ""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Denis Le Thanh"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Ján Holp"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Denis Le Thanh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:488""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/denis_le_thanh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Holp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:432""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jan_holp/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-029,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.082945,,Majú osoby Dávid Stromp a Ediz Morochovič spoločné kľúčové slovo nlp?,"[""Dávid Stromp"", ""nlp"", ""Ediz Morochovič""]","[""Dávid Stromp"", ""nlp"", ""Ediz Morochovič""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/ediz_morochovic/README.md"", ""pages/students/2019/david_stromp/README.md""]","[""pages/students/2016/ediz_morochovic/README.md"", ""pages/students/2019/david_stromp/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/ediz_morochovic"", ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp""]","[""https://zp.kemt.fei.tuke.sk/students/2016/ediz_morochovic"", ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Dávid Stromp"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Ediz Morochovič"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Stromp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:452""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/david_stromp/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ediz Morochovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:430""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/ediz_morochovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/ediz_morochovic""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-030,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.086299,,Pre osoby Kristián Sopkovič a Martin Wencel over rovnaké kľúčové slovo spacy.,"[""Kristián Sopkovič"", ""spacy"", ""Martin Wencel""]","[""Kristián Sopkovič"", ""spacy"", ""Martin Wencel""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2018/martin_wencel/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2018/martin_wencel/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/topics/spacy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic"", ""https://zp.kemt.fei.tuke.sk/topics/spacy""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Kristián Sopkovič"", ""keyword"": ""spacy""}, ""matched"": true}, {""binding"": {""person"": ""Martin Wencel"", ""keyword"": ""spacy""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kristián Sopkovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:455""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin Wencel"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:446""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/martin_wencel/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""}, {""kind"": ""Keyword"", ""name"": ""Spacy"", ""id"": ""spacy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:259""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-031,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.070873,,Over spoločné kľúčové slovo nlp pri osobách Jakub Schwarc a Ján Holp.,"[""Jakub Schwarc"", ""nlp"", ""Ján Holp""]","[""Jakub Schwarc"", ""nlp"", ""Ján Holp""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/jan_holp/README.md"", ""pages/students/2022/jakub_schwarc/README.md""]","[""pages/students/2016/jan_holp/README.md"", ""pages/students/2022/jakub_schwarc/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"", ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"", ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Jakub Schwarc"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Ján Holp"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Schwarc"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:478""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jakub_schwarc/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Holp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:432""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jan_holp/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-032,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.068096,,Majú osoby Dávid Stromp a Márk Fehér spoločné kľúčové slovo nlp?,"[""Dávid Stromp"", ""nlp"", ""Márk Fehér""]","[""Dávid Stromp"", ""nlp"", ""Márk Fehér""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/mark_feher/README.md"", ""pages/students/2019/david_stromp/README.md""]","[""pages/students/2016/mark_feher/README.md"", ""pages/students/2019/david_stromp/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher"", ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp""]","[""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher"", ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Dávid Stromp"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Márk Fehér"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Stromp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:452""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/david_stromp/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Márk Fehér"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:434""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/mark_feher/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-033,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.092416,,Pre osoby Stanislav Matsunych a Youssef Ressaissi over rovnaké kľúčové slovo nlp.,"[""Stanislav Matsunych"", ""nlp"", ""Youssef Ressaissi""]","[""Stanislav Matsunych"", ""nlp"", ""Youssef Ressaissi""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/interns/yussef_ressaissi/README.md"", ""pages/students/2017/stanislav_matsunych/README.md""]","[""pages/interns/yussef_ressaissi/README.md"", ""pages/students/2017/stanislav_matsunych/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi"", ""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]","[""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi"", ""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Stanislav Matsunych"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Youssef Ressaissi"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Stanislav Matsunych"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:440""}, {""kind"": ""Document"", ""path"": ""pages/students/2017/stanislav_matsunych/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Youssef Ressaissi"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:427""}, {""kind"": ""Document"", ""path"": ""pages/interns/yussef_ressaissi/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-034,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.079981,,Over spoločné kľúčové slovo nlp pri osobách Ján Malinovský a Lukáš Pokrývka.,"[""Ján Malinovský"", ""nlp"", ""Lukáš Pokrývka""]","[""Ján Malinovský"", ""nlp"", ""Lukáš Pokrývka""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/lukas_pokryvka/README.md"", ""pages/students/2022/jan_malinovsky/README.md""]","[""pages/students/2016/lukas_pokryvka/README.md"", ""pages/students/2016/lukas_pokryvka/timovy_projekt/README.md"", ""pages/students/2022/jan_malinovsky/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka"", ""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""]","[""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka"", ""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka/timovy_projekt"", ""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Ján Malinovský"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Lukáš Pokrývka"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Malinovský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:479""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jan_malinovsky/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Lukáš Pokrývka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:433""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/lukas_pokryvka/timovy_projekt/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka/timovy_projekt""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-035,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.071201,,Majú osoby Ján Holp a Sevval Bulburu spoločné kľúčové slovo nlp?,"[""Ján Holp"", ""nlp"", ""Sevval Bulburu""]","[""Ján Holp"", ""nlp"", ""Sevval Bulburu""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/interns/sevval_bulburu/README.md"", ""pages/students/2016/jan_holp/README.md""]","[""pages/interns/sevval_bulburu/README.md"", ""pages/students/2016/jan_holp/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/sevval_bulburu"", ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""https://zp.kemt.fei.tuke.sk/interns/sevval_bulburu"", ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Ján Holp"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Sevval Bulburu"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Holp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:432""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jan_holp/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Sevval Bulburu"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:426""}, {""kind"": ""Document"", ""path"": ""pages/interns/sevval_bulburu/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/sevval_bulburu""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-036,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.072154,,Pre osoby Oleh Bilykh a Ondrej Megela over rovnaké kľúčové slovo qa.,"[""Oleh Bilykh"", ""qa"", ""Ondrej Megela""]","[""Oleh Bilykh"", ""qa"", ""Ondrej Megela""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2018/oleh_bilykh/README.md"", ""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2018/oleh_bilykh/README.md"", ""pages/students/2018/ondrej_megela/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh"", ""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh"", ""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Oleh Bilykh"", ""keyword"": ""qa""}, ""matched"": true}, {""binding"": {""person"": ""Ondrej Megela"", ""keyword"": ""qa""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleh Bilykh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:447""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/oleh_bilykh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""}, {""kind"": ""Keyword"", ""name"": ""QA"", ""id"": ""qa"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:864""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ondrej Megela"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:448""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/ondrej_megela/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""}, {""kind"": ""Keyword"", ""name"": ""QA"", ""id"": ""qa"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:864""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-037,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.058494,,Over spoločné kľúčové slovo nlp pri osobách Andrii Pervashov a Oleh Bilykh.,"[""Andrii Pervashov"", ""nlp"", ""Oleh Bilykh""]","[""Andrii Pervashov"", ""nlp"", ""Oleh Bilykh""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2018/oleh_bilykh/README.md"", ""pages/students/2022/andrii_pervashov/README.md""]","[""pages/students/2018/oleh_bilykh/README.md"", ""pages/students/2022/andrii_pervashov/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh"", ""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh"", ""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Andrii Pervashov"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Oleh Bilykh"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Andrii Pervashov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:476""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/andrii_pervashov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleh Bilykh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:447""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/oleh_bilykh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-038,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.06008,,Majú osoby Tetiana Mohorian a Valerii Kutsenko spoločné kľúčové slovo rag?,"[""Tetiana Mohorian"", ""rag"", ""Valerii Kutsenko""]","[""Tetiana Mohorian"", ""rag"", ""Valerii Kutsenko""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2022/tetiana_mohorian/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/tetiana_mohorian/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Tetiana Mohorian"", ""keyword"": ""rag""}, ""matched"": true}, {""binding"": {""person"": ""Valerii Kutsenko"", ""keyword"": ""rag""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Tetiana Mohorian"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:484""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/tetiana_mohorian/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""}, {""kind"": ""Keyword"", ""name"": ""RAG"", ""id"": ""rag"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:255""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Valerii Kutsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:485""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/valerii_kutsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""}, {""kind"": ""Keyword"", ""name"": ""RAG"", ""id"": ""rag"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:255""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-039,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.062395,,Pre osoby Alina Vitko a Matej Kobyľan over rovnaké kľúčové slovo ir.,"[""Alina Vitko"", ""ir"", ""Matej Kobyľan""]","[""Alina Vitko"", ""ir"", ""Matej Kobyľan""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2019/alina_vitko/README.md"", ""pages/students/2020/matej_kobylan/README.md""]","[""pages/students/2019/alina_vitko/README.md"", ""pages/students/2020/matej_kobylan/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko"", ""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko"", ""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Alina Vitko"", ""keyword"": ""ir""}, ""matched"": true}, {""binding"": {""person"": ""Matej Kobyľan"", ""keyword"": ""ir""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Alina Vitko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:450""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/alina_vitko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko""}, {""kind"": ""Keyword"", ""name"": ""ir"", ""id"": ""ir"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:733""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Kobyľan"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:463""}, {""kind"": ""Document"", ""path"": ""pages/students/2020/matej_kobylan/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan""}, {""kind"": ""Keyword"", ""name"": ""ir"", ""id"": ""ir"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:733""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-040,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.058924,,Over spoločné kľúčové slovo nlp pri osobách Oleksandr Hryshchenko a Serhii Yemets.,"[""Oleksandr Hryshchenko"", ""nlp"", ""Serhii Yemets""]","[""Oleksandr Hryshchenko"", ""nlp"", ""Serhii Yemets""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/oleksandr_hryshchenko/README.md"", ""pages/students/2022/serhii_yemets/README.md""]","[""pages/students/2021/oleksandr_hryshchenko/README.md"", ""pages/students/2022/serhii_yemets/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets""]","[""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Oleksandr Hryshchenko"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Serhii Yemets"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Hryshchenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:474""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/oleksandr_hryshchenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Serhii Yemets"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:483""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/serhii_yemets/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-041,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.067659,,Aké spoločné roky práce spájajú osoby Jakub Kristián Lukas a Martin Šarišský?,"[""Jakub Kristián Lukas"", ""2023"", ""Martin Šarišský""]","[""Jakub Kristián Lukas"", ""2023"", ""Martin Šarišský""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2020/jakub_kristian_lukas/README.md"", ""pages/students/2021/martin_sarissky/README.md""]","[""pages/students/2020/jakub_kristian_lukas/README.md"", 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""Document"", ""path"": ""pages/students/2021/matej_scislak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Nikita Bodnar"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:473"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/nikita_bodnar/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-082,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.052778,,Aký spoločný rok začiatku štúdia majú osoby Andrii Pervashov a Ján Pták?,"[""Andrii Pervashov"", ""2022"", ""Ján Pták""]","[""Andrii Pervashov"", ""2022"", ""Ján Pták""]",[],[],"[""pages/students/2022/andrii_pervashov/README.md"", 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""path"": ""pages/students/2022/andrii_pervashov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Pták"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:480"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jan_ptak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-083,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.04768,,Aký spoločný rok začiatku štúdia majú osoby Lukáš Pokrývka a Maroš Harahus?,[],[],[],[],"[""pages/students/2016/lukas_pokryvka/README.md"", ""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/lukas_pokryvka/README.md"", ""pages/students/2016/maros_harahus/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka"", ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""]","[""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka"", ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-084,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.051909,,Porovnaj rovnaký rok začiatku štúdia osôb Dávid Kostilník a Jakub Kristián Lukas.,"[""Dávid Kostilník"", ""2020"", ""Jakub Kristián Lukas""]","[""Dávid Kostilník"", ""2020"", ""Jakub Kristián Lukas""]",[],[],"[""pages/students/2020/david_kostilnik/README.md"", ""pages/students/2020/jakub_kristian_lukas/README.md""]","[""pages/students/2020/david_kostilnik/README.md"", ""pages/students/2020/jakub_kristian_lukas/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik"", 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1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Kristián Lukas"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:461"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/jakub_kristian_lukas/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/jakub_kristian_lukas""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-085,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.062025,,Aký spoločný rok začiatku štúdia majú osoby Dominik Nagy a Jakub Maruniak?,"[""Dominik Nagy"", ""2016"", ""Jakub Maruniak""]","[""Dominik Nagy"", ""2016"", ""Jakub Maruniak""]",[],[],"[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/jakub_maruniak/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/jakub_maruniak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Dominik Nagy"", ""start_year"": 2016}, ""matched"": true}, {""binding"": {""person"": ""Jakub Maruniak"", ""start_year"": 2016}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dominik Nagy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:429"", ""start_year"": 2016}, {""kind"": ""Document"", ""path"": ""pages/students/2016/dominik_nagy/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Maruniak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:431"", ""start_year"": 2016}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jakub_maruniak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-086,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.057744,,Aký spoločný rok začiatku štúdia majú osoby Artem Yatsenko a Samuel Horáni?,"[""Artem Yatsenko"", ""2019"", ""Samuel Horáni""]","[""Artem Yatsenko"", ""2019"", ""Samuel Horáni""]",[],[],"[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/samuel_horani/README.md""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/samuel_horani/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko"", ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Artem Yatsenko"", ""start_year"": 2019}, ""matched"": true}, {""binding"": {""person"": ""Samuel Horáni"", ""start_year"": 2019}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artem Yatsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:451"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/artem_yatsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Horáni"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:458"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/samuel_horani/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-087,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.061376,,Porovnaj rovnaký rok začiatku štúdia osôb Dmytro Mural a Samuel Horáni.,"[""Dmytro Mural"", ""2019"", ""Samuel Horáni""]","[""Dmytro Mural"", ""2019"", ""Samuel Horáni""]",[],[],"[""pages/students/2019/dmytro_mural/README.md"", ""pages/students/2019/samuel_horani/README.md""]","[""pages/students/2019/dmytro_mural/README.md"", ""pages/students/2019/samuel_horani/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural"", ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural"", ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Dmytro Mural"", ""start_year"": 2019}, ""matched"": true}, {""binding"": {""person"": ""Samuel Horáni"", ""start_year"": 2019}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dmytro Mural"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:453"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/dmytro_mural/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Horáni"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:458"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/samuel_horani/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-088,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.052291,,Aký spoločný rok začiatku štúdia majú osoby Ján Holp a Maroš Harahus?,[],[],[],[],"[""pages/students/2016/jan_holp/README.md"", ""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/jan_holp/README.md"", ""pages/students/2016/maros_harahus/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"", ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"", ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-089,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.051953,,Aký spoločný rok začiatku štúdia majú osoby Dávid Kostilník a Vladyslav Krupko?,"[""Dávid Kostilník"", ""2020"", ""Vladyslav Krupko""]","[""Dávid Kostilník"", ""2020"", ""Vladyslav Krupko""]",[],[],"[""pages/students/2020/david_kostilnik/README.md"", ""pages/students/2020/vladyslav_krupko/README.md""]","[""pages/students/2020/david_kostilnik/README.md"", ""pages/students/2020/vladyslav_krupko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik"", ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik"", ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Dávid Kostilník"", ""start_year"": 2020}, ""matched"": true}, {""binding"": {""person"": ""Vladyslav Krupko"", ""start_year"": 2020}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Kostilník"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:459"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/david_kostilnik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladyslav Krupko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:466"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/vladyslav_krupko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-090,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.053044,,Porovnaj rovnaký rok začiatku štúdia osôb Martin Jancura a Stanislav Matsunych.,[],[],[],[],"[""pages/students/2017/martin_jancura/README.md"", ""pages/students/2017/stanislav_matsunych/README.md""]","[""pages/students/2017/martin_jancura/README.md"", ""pages/students/2017/stanislav_matsunych/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura"", ""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]","[""https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura"", ""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-091,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.054009,,Aký spoločný rok začiatku štúdia majú osoby Matej Novotný a Nikita Bodnar?,"[""Matej Novotný"", ""2021"", ""Nikita Bodnar""]","[""Matej Novotný"", ""2021"", ""Nikita Bodnar""]",[],[],"[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2021/nikita_bodnar/README.md""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2021/nikita_bodnar/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny"", ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Matej Novotný"", ""start_year"": 2021}, ""matched"": true}, {""binding"": {""person"": ""Nikita Bodnar"", ""start_year"": 2021}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Novotný"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:471"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/matej_novotny/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Nikita Bodnar"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:473"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/nikita_bodnar/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-092,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.052926,,Aký spoločný rok začiatku štúdia majú osoby Dávid Omasta a Martin Wencel?,"[""Dávid Omasta"", ""2018"", ""Martin Wencel""]","[""Dávid Omasta"", ""2018"", ""Martin Wencel""]",[],[],"[""pages/students/2018/david_omasta/README.md"", ""pages/students/2018/martin_wencel/README.md""]","[""pages/students/2018/david_omasta/README.md"", ""pages/students/2018/martin_wencel/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta"", ""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta"", ""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Dávid Omasta"", ""start_year"": 2018}, ""matched"": true}, {""binding"": {""person"": ""Martin Wencel"", ""start_year"": 2018}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Omasta"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:445"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/david_omasta/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin Wencel"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:446"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/martin_wencel/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-093,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.056449,,Porovnaj rovnaký rok začiatku štúdia osôb Samuel Vasiľ a Valerii Kutsenko.,"[""Samuel Vasiľ"", ""2022"", ""Valerii Kutsenko""]","[""Samuel Vasiľ"", ""2022"", ""Valerii Kutsenko""]",[],[],"[""pages/students/2022/samuel_vasil/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/samuel_vasil/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Samuel Vasiľ"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Valerii Kutsenko"", ""start_year"": 2022}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Vasiľ"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:482"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/samuel_vasil/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Valerii Kutsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:485"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/valerii_kutsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-094,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.055098,,Aký spoločný rok začiatku štúdia majú osoby Dmytro Mural a Kristián Sopkovič?,"[""Dmytro Mural"", ""2019"", ""Kristián Sopkovič""]","[""Dmytro Mural"", ""2019"", ""Kristián Sopkovič""]",[],[],"[""pages/students/2019/dmytro_mural/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2019/dmytro_mural/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Dmytro Mural"", ""start_year"": 2019}, ""matched"": true}, {""binding"": {""person"": ""Kristián Sopkovič"", ""start_year"": 2019}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dmytro Mural"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:453"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/dmytro_mural/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kristián Sopkovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:455"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-095,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.051925,,Aký spoločný rok začiatku štúdia majú osoby Oleksandr Dorybohov a Samuel Džurina?,"[""Oleksandr Dorybohov"", ""2023"", ""Samuel Džurina""]","[""Oleksandr Dorybohov"", ""2023"", ""Samuel Džurina""]",[],[],"[""pages/students/2023/oleksandr_dorybohov/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2023/oleksandr_dorybohov/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov"", ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""]","[""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov"", ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Oleksandr Dorybohov"", ""start_year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Samuel Džurina"", ""start_year"": 2023}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Dorybohov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:490"", ""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/oleksandr_dorybohov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Džurina"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:493"", ""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/samuel_dzurina/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-096,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.059483,,Porovnaj rovnaký rok začiatku štúdia osôb Michal Stromko a Patrik Pokrivčák.,"[""Michal Stromko"", ""2019"", ""Patrik Pokrivčák""]","[""Michal Stromko"", ""2019"", ""Patrik Pokrivčák""]",[],[],"[""pages/students/2019/michal_stromko/README.md"", ""pages/students/2019/patrik_pokrivcak/README.md""]","[""pages/students/2019/michal_stromko/README.md"", ""pages/students/2019/patrik_pokrivcak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko"", ""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak""]","[""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko"", ""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Michal Stromko"", ""start_year"": 2019}, ""matched"": true}, {""binding"": {""person"": ""Patrik Pokrivčák"", ""start_year"": 2019}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Michal Stromko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:456"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/michal_stromko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Patrik Pokrivčák"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:457"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/patrik_pokrivcak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-097,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.05382,,Aký spoločný rok začiatku štúdia majú osoby Martin Šarišský a Matej Ščišľak?,"[""Martin Šarišský"", ""2021"", ""Matej Ščišľak""]","[""Martin Šarišský"", ""2021"", ""Matej Ščišľak""]",[],[],"[""pages/students/2021/martin_sarissky/README.md"", ""pages/students/2021/matej_scislak/README.md""]","[""pages/students/2021/martin_sarissky/README.md"", ""pages/students/2021/matej_scislak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Martin Šarišský"", ""start_year"": 2021}, ""matched"": true}, {""binding"": {""person"": ""Matej Ščišľak"", ""start_year"": 2021}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin Šarišský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:470"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/martin_sarissky/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Ščišľak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:472"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/matej_scislak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-098,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.056979,,Aký spoločný rok začiatku štúdia majú osoby Matej Kobyľan a Pavol Hudák?,"[""Matej Kobyľan"", ""2020"", ""Pavol Hudák""]","[""Matej Kobyľan"", ""2020"", ""Pavol Hudák""]",[],[],"[""pages/students/2020/matej_kobylan/README.md"", ""pages/students/2020/pavol_hudak/README.md""]","[""pages/students/2020/matej_kobylan/README.md"", ""pages/students/2020/pavol_hudak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan"", ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan"", ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Matej Kobyľan"", ""start_year"": 2020}, ""matched"": true}, {""binding"": {""person"": ""Pavol Hudák"", ""start_year"": 2020}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Kobyľan"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:463"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/matej_kobylan/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Pavol Hudák"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:465"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/pavol_hudak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-099,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.052831,,Porovnaj rovnaký rok začiatku štúdia osôb Alina Vitko a Dávid Stromp.,"[""Alina Vitko"", ""2019"", ""Dávid Stromp""]","[""Alina Vitko"", ""2019"", ""Dávid Stromp""]",[],[],"[""pages/students/2019/alina_vitko/README.md"", ""pages/students/2019/david_stromp/README.md""]","[""pages/students/2019/alina_vitko/README.md"", ""pages/students/2019/david_stromp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko"", ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko"", ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Alina Vitko"", ""start_year"": 2019}, ""matched"": true}, {""binding"": {""person"": ""Dávid Stromp"", ""start_year"": 2019}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Alina Vitko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:450"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/alina_vitko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Stromp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:452"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/david_stromp/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-100,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.054961,,Aký spoločný rok začiatku štúdia majú osoby Ronald Zalacko a Simona Bobrovčanová?,"[""Ronald Zalacko"", ""2023"", ""Simona Bobrovčanová""]","[""Ronald Zalacko"", ""2023"", ""Simona Bobrovčanová""]",[],[],"[""pages/students/2023/ronald_zalacko/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/ronald_zalacko/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko"", ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""]","[""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko"", ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Ronald Zalacko"", ""start_year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Simona Bobrovčanová"", ""start_year"": 2023}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ronald Zalacko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:491"", ""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/ronald_zalacko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Simona Bobrovčanová"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:494"", ""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/simona_bobrovcanova/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-101,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.05635,,Aký spoločný rok začiatku štúdia majú osoby Jakub Schwarc a Valerii Kutsenko?,"[""Jakub Schwarc"", ""2022"", ""Valerii Kutsenko""]","[""Jakub Schwarc"", ""2022"", ""Valerii Kutsenko""]",[],[],"[""pages/students/2022/jakub_schwarc/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/jakub_schwarc/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Jakub Schwarc"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Valerii Kutsenko"", ""start_year"": 2022}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Schwarc"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:478"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jakub_schwarc/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Valerii Kutsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:485"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/valerii_kutsenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-102,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.052312,,Porovnaj rovnaký rok začiatku štúdia osôb Ján Malinovský a Tetiana Mohorian.,"[""Ján Malinovský"", ""2022"", ""Tetiana Mohorian""]","[""Ján Malinovský"", ""2022"", ""Tetiana Mohorian""]",[],[],"[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Ján Malinovský"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Tetiana Mohorian"", ""start_year"": 2022}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Malinovský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:479"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jan_malinovsky/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Tetiana Mohorian"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:484"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/tetiana_mohorian/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-103,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.057644,,Aký spoločný rok začiatku štúdia majú osoby Martin Šarišský a Vladimír Ferko?,"[""Martin Šarišský"", ""2021"", ""Vladimír Ferko""]","[""Martin Šarišský"", ""2021"", ""Vladimír Ferko""]",[],[],"[""pages/students/2021/martin_sarissky/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2021/martin_sarissky/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky"", ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky"", ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Martin Šarišský"", ""start_year"": 2021}, ""matched"": true}, {""binding"": {""person"": ""Vladimír Ferko"", ""start_year"": 2021}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin Šarišský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:470"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/martin_sarissky/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladimír Ferko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:475"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/vladimir_ferko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-104,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.053458,,Aký spoločný rok začiatku štúdia majú osoby Adrián Remiáš a Martin NaN1?,"[""Adrián Remiáš"", ""2018"", ""Martin NaN1""]","[""Adrián Remiáš"", ""2018"", ""Martin NaN1""]",[],[],"[""pages/students/2018/NaN1name_buday/README.md"", ""pages/students/2018/adrian_remias/README.md""]","[""pages/students/2018/NaN1name_buday/README.md"", ""pages/students/2018/adrian_remias/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday"", ""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday"", ""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Adrián Remiáš"", ""start_year"": 2018}, ""matched"": true}, {""binding"": {""person"": ""Martin NaN1"", ""start_year"": 2018}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Adrián Remiáš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:443"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/adrian_remias/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin NaN1"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:442"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/NaN1name_buday/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-105,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.049,,Porovnaj rovnaký rok začiatku štúdia osôb Dominik Nagy a Maroš Harahus.,[],[],[],[],"[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/maros_harahus/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-106,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.054958,,Aký spoločný rok začiatku štúdia majú osoby Kamil Tomčufčík a Matúš Suchanič?,"[""Kamil Tomčufčík"", ""2020"", ""Matúš Suchanič""]","[""Kamil Tomčufčík"", ""2020"", ""Matúš Suchanič""]",[],[],"[""pages/students/2020/kamil_tomcufcik/README.md"", ""pages/students/2020/matus_suchanic/README.md""]","[""pages/students/2020/kamil_tomcufcik/README.md"", ""pages/students/2020/matus_suchanic/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik"", ""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic""]","[""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik"", ""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Kamil Tomčufčík"", ""start_year"": 2020}, ""matched"": true}, {""binding"": {""person"": ""Matúš Suchanič"", ""start_year"": 2020}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kamil Tomčufčík"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:462"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/kamil_tomcufcik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matúš Suchanič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:464"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/matus_suchanic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-107,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.053637,,Aký spoločný rok začiatku štúdia majú osoby Dominik Nagy a Márk Fehér?,[],[],[],[],"[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/mark_feher/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/mark_feher/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-108,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.054056,,Porovnaj rovnaký rok začiatku štúdia osôb Artur Hyrenko a Manohar Gowdru Shridhara.,"[""Artur Hyrenko"", ""2021"", ""Manohar Gowdru Shridhara""]","[""Artur Hyrenko"", ""2021"", ""Manohar Gowdru Shridhara""]",[],[],"[""pages/students/2021/artur_hyrenko/README.md"", ""pages/students/2021/manohar_gowdru_shridharu/README.md""]","[""pages/students/2021/artur_hyrenko/README.md"", ""pages/students/2021/manohar_gowdru_shridharu/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"", ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""]","[""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"", ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Artur Hyrenko"", ""start_year"": 2021}, ""matched"": true}, {""binding"": {""person"": ""Manohar Gowdru Shridhara"", ""start_year"": 2021}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artur Hyrenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:467"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/artur_hyrenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Manohar Gowdru Shridhara"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:469"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-109,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.050381,,Aký spoločný rok začiatku štúdia majú osoby Adrián Remiáš a Dávid Iľaš?,"[""Adrián Remiáš"", ""2018"", ""Dávid Iľaš""]","[""Adrián Remiáš"", ""2018"", ""Dávid Iľaš""]",[],[],"[""pages/students/2018/adrian_remias/README.md"", ""pages/students/2018/david_ilas/README.md""]","[""pages/students/2018/adrian_remias/README.md"", ""pages/students/2018/david_ilas/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias"", ""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas""]","[""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias"", ""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Adrián Remiáš"", ""start_year"": 2018}, ""matched"": true}, {""binding"": {""person"": ""Dávid Iľaš"", ""start_year"": 2018}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Adrián Remiáš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:443"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/adrian_remias/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Iľaš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:444"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/david_ilas/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-110,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.05122,,Aký spoločný rok začiatku štúdia majú osoby Filip Tomáš a Samuel Horáni?,"[""Filip Tomáš"", ""2019"", ""Samuel Horáni""]","[""Filip Tomáš"", ""2019"", ""Samuel Horáni""]",[],[],"[""pages/students/2019/filip_tomas/README.md"", ""pages/students/2019/samuel_horani/README.md""]","[""pages/students/2019/filip_tomas/README.md"", ""pages/students/2019/samuel_horani/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas"", ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas"", ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Filip Tomáš"", ""start_year"": 2019}, ""matched"": true}, {""binding"": {""person"": ""Samuel Horáni"", ""start_year"": 2019}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Filip Tomáš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:454"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/filip_tomas/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Horáni"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:458"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/samuel_horani/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-111,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.048281,,Porovnaj rovnaký rok začiatku štúdia osôb Dominik Nagy a Tomáš Kuchárik.,[],[],[],[],"[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/tomas_kucharik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-112,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.051637,,Aký spoločný rok začiatku štúdia majú osoby Jakub Maruniak a Tomáš Kuchárik?,[],[],[],[],"[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/tomas_kucharik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-113,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.059371,,Aký názov práce a rok práce sú pri osobe Ján Holp uvedené pre rok 2021?,"[""Ján Holp"", ""Systém získavania informácií v slovenskom jazyku."", ""2021""]","[""Ján Holp"", ""Systém získavania informácií v slovenskom jazyku."", ""2021""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]","[{""binding"": {""person"": ""Ján Holp"", ""academic_kind"": ""Thesis"", ""academic_type"": ""diploma_thesis"", ""year"": 2021, ""title"": ""Systém získavania informácií v slovenskom jazyku.""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Thesis"", ""Document""], ""relationships"": [""AUTHORED"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2016, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:432"", ""name"": ""Ján Holp"", ""source_document"": ""pages/students/2016/jan_holp/README.md"", ""id"": ""person:pages/students/2016/jan_holp/README.md""}, {""kind"": ""Thesis"", ""year"": 2021, ""heading"": ""Diplomová práca 2021"", ""thesis_type_label"": ""Diplomová práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:268"", ""title"": ""Systém získavania informácií v slovenskom jazyku."", ""thesis_type"": ""diploma_thesis"", ""name"": ""Systém získavania informácií v slovenskom jazyku."", ""source_document"": ""pages/students/2016/jan_holp/README.md"", ""id"": ""thesis:pages/students/2016/jan_holp/README.md:diplomova-praca-2021"", ""person"": ""Ján Holp"", ""document_path"": ""pages/students/2016/jan_holp/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:523"", ""title"": ""Ján Holp"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"", ""path"": ""pages/students/2016/jan_holp/README.md"", ""name"": ""Ján Holp""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-114,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.068312,,Uveď názov práce osoby Yevhenii Leonov a rok práce pre rok 2024.,"[""Yevhenii Leonov"", ""RAG: Generovanie jazyka s pomocou vyhľadávania -Retrieval augmented generation"", ""2024""]","[""Yevhenii Leonov"", ""RAG: Generovanie jazyka s pomocou vyhľadávania -Retrieval augmented generation"", ""2024""]",[],"[""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2022/yevhenii_leonov/README.md""]","[""pages/students/2022/yevhenii_leonov/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov""]","[""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov""]","[""person_work""]","[""entity_resolution"", ""graph_traversal"", ""work_constraints""]","[{""binding"": {""person"": ""Yevhenii Leonov"", ""academic_kind"": ""Work"", ""academic_type"": ""research_project"", ""year"": 2024, ""title"": ""RAG: Generovanie jazyka s pomocou vyhľadávania -Retrieval augmented generation""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Work"", ""Document""], ""relationships"": [""HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2022, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:487"", ""name"": ""Yevhenii Leonov"", ""source_document"": ""pages/students/2022/yevhenii_leonov/README.md"", ""id"": ""person:pages/students/2022/yevhenii_leonov/README.md""}, {""kind"": ""Work"", ""year"": 2024, ""heading"": ""Vedecký projekt 2024"", ""work_type"": ""research_project"", ""work_type_label"": ""Výskumný projekt"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:419"", ""title"": ""RAG: Generovanie jazyka s pomocou vyhľadávania -Retrieval augmented generation"", ""name"": ""RAG: Generovanie jazyka s pomocou vyhľadávania -Retrieval augmented generation"", ""source_document"": ""pages/students/2022/yevhenii_leonov/README.md"", ""id"": ""work:pages/students/2022/yevhenii_leonov/README.md:vedecky-projekt-2024"", ""person"": ""Yevhenii Leonov"", ""document_path"": ""pages/students/2022/yevhenii_leonov/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:25"", ""title"": ""Yevhenii Leonov"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov"", ""path"": ""pages/students/2022/yevhenii_leonov/README.md"", ""name"": ""Yevhenii Leonov""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-115,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.059932,,Uveď názov práce osoby Dárius Lindvai a rok práce pre rok 2021.,"[""Dárius Lindvai"", ""Obnovenie interpunkcie pomocou hlbokých neurónových sietí"", ""2021""]","[""Dárius Lindvai"", ""Obnovenie interpunkcie pomocou hlbokých neurónových sietí"", ""2021""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2016/darius_lindvai/README.md""]","[""pages/students/2016/darius_lindvai/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai""]","[""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]","[{""binding"": {""person"": ""Dárius Lindvai"", ""academic_kind"": ""Thesis"", ""academic_type"": ""diploma_thesis"", ""year"": 2021, ""title"": ""Obnovenie interpunkcie pomocou hlbokých neurónových sietí""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Thesis"", ""Document""], ""relationships"": [""AUTHORED"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2016, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:428"", ""name"": ""Dárius Lindvai"", ""source_document"": ""pages/students/2016/darius_lindvai/README.md"", ""id"": ""person:pages/students/2016/darius_lindvai/README.md""}, {""kind"": ""Thesis"", ""year"": 2021, ""heading"": ""Diplomová práca 2021"", ""thesis_type_label"": ""Diplomová práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:263"", ""title"": ""Obnovenie interpunkcie pomocou hlbokých neurónových sietí"", ""thesis_type"": ""diploma_thesis"", ""name"": ""Obnovenie interpunkcie pomocou hlbokých neurónových sietí"", ""source_document"": ""pages/students/2016/darius_lindvai/README.md"", ""id"": ""thesis:pages/students/2016/darius_lindvai/README.md:diplomova-praca-2021"", ""person"": ""Dárius Lindvai"", ""document_path"": ""pages/students/2016/darius_lindvai/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:509"", ""title"": ""Dárius Lindvai"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai"", ""path"": ""pages/students/2016/darius_lindvai/README.md"", ""name"": ""Dárius Lindvai""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-116,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.061616,,Aký názov práce a rok práce sú pri osobe Jakub Maruniak uvedené pre rok 2019?,[],[],[],[],"[""pages/students/2016/jakub_maruniak/README.md""]","[""pages/students/2016/jakub_maruniak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-117,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.062858,,Uveď 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""Korekcia textu pomocou neurónových sietí"", ""source_document"": ""pages/students/2022/andrii_pervashov/README.md"", ""id"": ""thesis:pages/students/2022/andrii_pervashov/README.md:bakalarska-praca-2025"", ""person"": ""Andrii Pervashov"", ""document_path"": ""pages/students/2022/andrii_pervashov/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:6"", ""title"": ""Andrii Pervashov"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""path"": ""pages/students/2022/andrii_pervashov/README.md"", ""name"": ""Andrii Pervashov""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-119,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.055982,,Aký názov diplomového projektu a rok práce sú pri osobe Ján Malinovský uvedené pre rok 2026?,"[""Ján Malinovský"", ""Grafové vyhľadávanie pre podporu vzdelávania"", ""2026""]","[""Ján Malinovský"", ""Grafové vyhľadávanie pre podporu vzdelávania"", 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""HAS_WORK""]","[""pages/students/2018/NaN1name_buday/README.md""]","[""pages/students/2018/NaN1name_buday/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""]","[""person_work""]","[""entity_resolution"", ""graph_traversal"", ""work_constraints""]","[{""binding"": {""person"": ""Martin NaN1"", ""academic_kind"": ""Work"", ""academic_type"": ""bachelor_project"", ""year"": 2020, ""title"": ""Využitie najnovších nástrojov v rámci prirodzeného spracovania reči""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Work"", ""Document""], ""relationships"": [""HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2018, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:442"", ""name"": ""Martin NaN1"", ""source_document"": ""pages/students/2018/NaN1name_buday/README.md"", ""id"": 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""source_document"": ""pages/students/2019/michal_stromko/README.md"", ""id"": ""thesis:pages/students/2019/michal_stromko/README.md:bakalarska-praca-2022"", ""person"": ""Michal Stromko"", ""document_path"": ""pages/students/2019/michal_stromko/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:563"", ""title"": ""Michal Stromko"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko"", ""path"": ""pages/students/2019/michal_stromko/README.md"", ""name"": ""Michal Stromko""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2019, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:456"", ""name"": ""Michal Stromko"", ""source_document"": ""pages/students/2019/michal_stromko/README.md"", ""id"": 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dokumentu je pri osobe Matej Ščišľak spojený s kategóriou dp2026?,"[""Matej Ščišľak"", ""dp2026"", ""Daniel Hladek""]","[""Matej Ščišľak"", ""dp2026"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/matej_scislak/README.md""]","[""pages/students/2021/matej_scislak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Matej Ščišľak"", ""category"": ""dp2026"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2021/matej_scislak/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", 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+True,True,True,1.0,True,1.0,True,,,wide-188,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.116348,,Ktorý autor dokumentu je pri osobe Samuel Horáni spojený s kategóriou vp2021?,"[""Samuel Horáni"", ""vp2021"", ""Daniel Hladek""]","[""Samuel Horáni"", ""vp2021"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/samuel_horani/README.md""]","[""pages/students/2019/samuel_horani/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Samuel Horáni"", ""category"": ""vp2021"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2019/samuel_horani/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Horáni"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:458""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/samuel_horani/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""}, {""kind"": ""Category"", ""name"": ""vp2021"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:608""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Horáni"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:458""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/samuel_horani/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-189,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.102388,,Ktorý autor dokumentu je pri osobe Yevhenii Leonov spojený s kategóriou vp2024?,"[""Yevhenii Leonov"", ""vp2024"", ""Daniel Hladek""]","[""Yevhenii Leonov"", ""vp2024"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/yevhenii_leonov/README.md""]","[""pages/students/2022/yevhenii_leonov/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov""]","[""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Yevhenii Leonov"", ""category"": ""vp2024"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2022/yevhenii_leonov/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Yevhenii Leonov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:487""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/yevhenii_leonov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov""}, {""kind"": ""Category"", ""name"": ""vp2024"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:611""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Yevhenii Leonov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:487""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/yevhenii_leonov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-190,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.105975,,"Kto je autor dokumentu osoby Oleh Bilykh, ktorý patrí do kategórie bp2021?","[""Oleh Bilykh"", ""bp2021"", ""Daniel Hladek""]","[""Oleh Bilykh"", ""bp2021"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/oleh_bilykh/README.md""]","[""pages/students/2018/oleh_bilykh/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Oleh Bilykh"", ""category"": ""bp2021"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2018/oleh_bilykh/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleh Bilykh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:447""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/oleh_bilykh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""}, {""kind"": ""Category"", ""name"": ""bp2021"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:588""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleh Bilykh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:447""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/oleh_bilykh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-191,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.10659,,Ktorý autor dokumentu je pri osobe Ján Holp spojený s kategóriou tp2020?,"[""Ján Holp"", ""tp2020""]","[""Ján Holp"", ""tp2020""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md"", ""pages/students/2016/jan_holp/timovy_projekt/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"", ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp/timovy_projekt""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Ján Holp"", ""category"": ""tp2020"", ""document_author"": ""Ján Holp"", ""document_path"": ""pages/students/2016/jan_holp/timovy_projekt/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Holp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:432""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jan_holp/timovy_projekt/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp/timovy_projekt""}, {""kind"": ""Category"", ""name"": ""tp2020"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:606""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Holp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:432""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jan_holp/timovy_projekt/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp/timovy_projekt""}, {""kind"": ""DocumentAuthor"", ""name"": ""Ján Holp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:501""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-192,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.098055,,Ktorý autor dokumentu je pri osobe Oleksandr Hryshchenko spojený s kategóriou dp2026?,"[""Oleksandr Hryshchenko"", ""dp2026"", ""Daniel Hladek""]","[""Oleksandr Hryshchenko"", ""dp2026"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/oleksandr_hryshchenko/README.md""]","[""pages/students/2021/oleksandr_hryshchenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Oleksandr Hryshchenko"", ""category"": ""dp2026"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2021/oleksandr_hryshchenko/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Hryshchenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:474""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/oleksandr_hryshchenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""}, {""kind"": ""Category"", ""name"": ""dp2026"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:599""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Hryshchenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:474""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/oleksandr_hryshchenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:497""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-193,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.076234,,Vypíš všetky kategórie dokumentov osoby Matej Novotný.,"[""Matej Novotný"", ""dp2026""]","[""Matej Novotný"", ""dp2026""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/matej_novotny/README.md""]","[""pages/students/2021/matej_novotny/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Matej Novotný"", ""category"": ""dp2026""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Novotný"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:471""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/matej_novotny/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""}, {""kind"": ""Category"", ""name"": ""dp2026"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:599""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-194,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.076857,,Aké všetky kategórie majú dokumenty osoby Tetiana Mohorian?,"[""Tetiana Mohorian"", ""bp2025""]","[""Tetiana Mohorian"", ""bp2025""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/tetiana_mohorian/README.md""]","[""pages/students/2022/tetiana_mohorian/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""]","[""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Tetiana Mohorian"", ""category"": ""bp2025""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Tetiana Mohorian"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:484""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/tetiana_mohorian/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""}, {""kind"": ""Category"", ""name"": ""bp2025"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:592""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-195,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.084022,,Aké všetky kategórie majú dokumenty osoby Samuel Džurina?,"[""Samuel Džurina"", ""bp2026""]","[""Samuel Džurina"", ""bp2026""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2023/samuel_dzurina/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""]","[""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Samuel Džurina"", ""category"": ""bp2026""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Džurina"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:493""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/samuel_dzurina/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina""}, {""kind"": ""Category"", ""name"": ""bp2026"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:593""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-196,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.069783,,Vypíš všetky kategórie dokumentov osoby Daniil Huzenko.,"[""Daniil Huzenko"", ""bp2025""]","[""Daniil Huzenko"", ""bp2025""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/daniil_huzenko/README.md""]","[""pages/students/2022/daniil_huzenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": 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""IN_CATEGORY""]","[""pages/students/2017/than_trung_thanh/README.md""]","[""pages/students/2017/than_trung_thanh/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh""]","[""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Than Trung Thanh"", ""category"": ""bp2021""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Than Trung Thanh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:441""}, {""kind"": ""Document"", ""path"": ""pages/students/2017/than_trung_thanh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh""}, {""kind"": ""Category"", ""name"": ""bp2021"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:588""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-198,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.085268,,Aké všetky kategórie majú dokumenty osoby Vladimír Ferko?,"[""Vladimír Ferko"", ""bp2024""]","[""Vladimír Ferko"", ""bp2024""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2021/vladimir_ferko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Vladimír Ferko"", ""category"": ""bp2024""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladimír 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""IN_CATEGORY""]","[""pages/students/2018/martin_wencel/README.md""]","[""pages/students/2018/martin_wencel/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""]","[""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Martin Wencel"", ""category"": ""bp2021""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin Wencel"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:446""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/martin_wencel/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""}, {""kind"": ""Category"", ""name"": ""bp2021"", ""element_id"": 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""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:593""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-204,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.086793,,Aké všetky kategórie majú dokumenty osoby Martin Jancura?,"[""Martin Jancura"", ""bp2021"", ""dp2023""]","[""Martin Jancura"", ""bp2021"", ""dp2023""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2017/martin_jancura/README.md""]","[""pages/students/2017/martin_jancura/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura""]","[""https://zp.kemt.fei.tuke.sk/students/2017/martin_jancura""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Martin Jancura"", ""category"": ""bp2021""}, ""matched"": true}, {""binding"": {""person"": ""Martin Jancura"", ""category"": ""dp2023""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": 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""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:596""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-205,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.100995,,Vypíš všetky kategórie dokumentov osoby Oleksandr Hryshchenko.,"[""Oleksandr Hryshchenko"", ""dp2026""]","[""Oleksandr Hryshchenko"", ""dp2026""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/oleksandr_hryshchenko/README.md""]","[""pages/students/2021/oleksandr_hryshchenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Oleksandr Hryshchenko"", ""category"": ""dp2026""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Hryshchenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:474""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/oleksandr_hryshchenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""}, {""kind"": ""Category"", ""name"": ""dp2026"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:599""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-206,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.106395,,Aké všetky kategórie majú dokumenty osoby Márk Fehér?,"[""Márk Fehér"", ""dp2022""]","[""Márk Fehér"", ""dp2022""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/mark_feher/README.md""]","[""pages/students/2016/mark_feher/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""]","[""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""]","[""person_category""]","[""entity_resolution"", 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""IN_CATEGORY""]","[""pages/students/2018/oleh_bilykh/README.md""]","[""pages/students/2018/oleh_bilykh/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Oleh Bilykh"", ""category"": ""bp2021""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleh Bilykh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:447""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/oleh_bilykh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""}, {""kind"": ""Category"", ""name"": ""bp2021"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:588""}]}]" 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""pages/students/2022/jan_ptak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""}, {""kind"": ""Category"", ""name"": ""dp2027"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:600""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-209,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.090975,,Aké všetky kategórie majú dokumenty osoby Yevhenii Medushivskyi?,"[""Yevhenii Medushivskyi"", ""bp2026""]","[""Yevhenii Medushivskyi"", ""bp2026""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Yevhenii Medushivskyi"", ""category"": ""bp2026""}, ""matched"": 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""IN_CATEGORY""]","[""pages/students/2023/denis_le_thanh/README.md""]","[""pages/students/2023/denis_le_thanh/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh""]","[""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Denis Le Thanh"", ""category"": ""bp2026""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Denis Le Thanh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:488""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/denis_le_thanh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh""}, {""kind"": ""Category"", ""name"": ""bp2026"", ""element_id"": 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{""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:515"", ""title"": ""Ediz Morochovič"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/ediz_morochovic"", ""path"": ""pages/students/2016/ediz_morochovic/README.md"", ""name"": ""Ediz Morochovič""}, {""kind"": ""Keyword"", ""name"": ""NER"", ""id"": ""ner"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:853""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-287,dev,conjunctive_disambiguation,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.114124,,Ktorá z osôb Stanislav Matsunych a Adrián Remiáš spĺňa kľúčové slovo nlp a rok práce 2019?,"[""Stanislav Matsunych"", ""nlp"", ""2019""]","[""Stanislav Matsunych"", ""nlp"", ""2019""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK""]","[""pages/students/2017/stanislav_matsunych/README.md"", ""pages/students/2018/adrian_remias/README.md""]","[""pages/students/2017/stanislav_matsunych/README.md"", 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""source_document"": ""pages/students/2017/stanislav_matsunych/README.md"", ""id"": ""person:pages/students/2017/stanislav_matsunych/README.md""}, {""kind"": ""Thesis"", ""year"": 2019, ""heading"": ""Bakalárska práca 2019"", ""thesis_type_label"": ""Bakalárska práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:294"", ""title"": ""Generovanie a modelovanie prirodzeného jazyka pomocou rekurentných neurónových sietí"", ""thesis_type"": ""bachelor_thesis"", ""name"": ""Generovanie a modelovanie prirodzeného jazyka pomocou rekurentných neurónových sietí"", ""source_document"": ""pages/students/2017/stanislav_matsunych/README.md"", ""id"": ""thesis:pages/students/2017/stanislav_matsunych/README.md:bakalarska-praca-2019"", ""person"": ""Stanislav Matsunych"", ""document_path"": ""pages/students/2017/stanislav_matsunych/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:541"", ""title"": ""Stanislav Matsunych"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych"", ""path"": ""pages/students/2017/stanislav_matsunych/README.md"", ""name"": ""Stanislav Matsunych""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:440"", ""name"": ""Stanislav Matsunych"", ""source_document"": ""pages/students/2017/stanislav_matsunych/README.md"", ""id"": ""person:pages/students/2017/stanislav_matsunych/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:541"", ""title"": ""Stanislav Matsunych"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych"", ""path"": ""pages/students/2017/stanislav_matsunych/README.md"", ""name"": ""Stanislav Matsunych""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-288,dev,conjunctive_disambiguation,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.111958,,Ktorá z osôb Matej Ščišľak a Jakub Schwarc má kľúčové slovo rasa a jej práca je z roku 2026?,"[""Matej Ščišľak"", ""rasa"", ""2026""]","[""Matej Ščišľak"", ""rasa"", ""2026""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2022/jakub_schwarc/README.md""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2022/jakub_schwarc/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"", ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"", ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""]","[""person_keyword"", ""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""person_keyword_constraints""]","[{""binding"": {""person"": ""Matej Ščišľak"", ""keyword"": ""rasa"", ""year"": 2026}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Academic"", ""Document""], ""relationships"": [""AUTHORED|HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2021, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:472"", ""name"": ""Matej Ščišľak"", ""source_document"": ""pages/students/2021/matej_scislak/README.md"", ""id"": ""person:pages/students/2021/matej_scislak/README.md""}, {""kind"": ""Thesis"", ""year"": 2026, ""heading"": ""Diplomová práca 2026"", ""thesis_type_label"": ""Diplomová práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:331"", ""title"": ""Znalostné grafy pre zlepšenie vyhľadávania právnych informácií."", ""thesis_type"": ""diploma_thesis"", ""name"": ""Znalostné grafy pre zlepšenie vyhľadávania právnych informácií."", ""source_document"": ""pages/students/2021/matej_scislak/README.md"", ""id"": ""thesis:pages/students/2021/matej_scislak/README.md:diplomova-praca-2026"", ""person"": ""Matej Ščišľak"", ""document_path"": ""pages/students/2021/matej_scislak/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:575"", ""title"": ""Matej Ščišľak"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"", ""path"": ""pages/students/2021/matej_scislak/README.md"", ""name"": ""Matej Ščišľak""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2021, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:472"", ""name"": ""Matej Ščišľak"", ""source_document"": ""pages/students/2021/matej_scislak/README.md"", ""id"": ""person:pages/students/2021/matej_scislak/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:575"", ""title"": ""Matej Ščišľak"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"", ""path"": ""pages/students/2021/matej_scislak/README.md"", ""name"": ""Matej Ščišľak""}, {""kind"": ""Keyword"", ""name"": ""rasa"", ""id"": ""rasa"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:256""}]}]" +True,True,True,1.0,True,1.0,True,,,wide-289,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.111473,,Aký názov práce má osoba Alina Vitko s kľúčovým slovom anaconda?,[],[],[],[],"[""pages/students/2019/alina_vitko/README.md""]","[""pages/students/2019/alina_vitko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-290,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.104782,,Aký názov práce má osoba Dmytro Mural v roku 2018?,[],[],[],[],"[""pages/students/2019/dmytro_mural/README.md""]","[""pages/students/2019/dmytro_mural/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural""]","[""https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-291,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.123967,,Aký názov práce má osoba Dávid Iľaš s kľúčovým slovom cluster?,[],[],[],[],"[""pages/students/2018/david_ilas/README.md""]","[""pages/students/2018/david_ilas/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-292,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.107019,,Aký názov práce má osoba Martin NaN1 s kľúčovým slovom opennmt?,[],[],[],[],"[""pages/students/2018/NaN1name_buday/README.md""]","[""pages/students/2018/NaN1name_buday/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-293,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.117075,,Aký názov práce má osoba Stanislav Matsunych s kľúčovým slovom cassandra?,[],[],[],[],"[""pages/students/2017/stanislav_matsunych/README.md""]","[""pages/students/2017/stanislav_matsunych/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-294,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.128785,,Aký názov práce má osoba Rostyslav Rodzhuk s kľúčovým slovom translation?,[],[],[],[],"[""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/topics/translation/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""]","[""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk"", ""https://zp.kemt.fei.tuke.sk/topics/translation""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-295,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.167314,,Aký názov práce má osoba Adrián Remiáš s kľúčovým slovom agent?,[],[],[],[],"[""pages/students/2018/adrian_remias/README.md""]","[""pages/students/2018/adrian_remias/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""]","[""https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-296,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.103881,,Aký názov práce má osoba Oleh Poiasnik v roku 2018?,[],[],[],[],"[""pages/students/2022/oleh_poiasnik/README.md""]","[""pages/students/2022/oleh_poiasnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""]","[""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-297,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.099979,,Aký názov práce má osoba Cesar Abascal Gutierrez s kľúčovým slovom chatbot?,[],[],[],[],"[""pages/interns/cesar_gutierrez/README.md""]","[""pages/interns/cesar_gutierrez/README.md"", ""pages/topics/chatbot/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/cesar_gutierrez""]","[""https://zp.kemt.fei.tuke.sk/interns/cesar_gutierrez"", ""https://zp.kemt.fei.tuke.sk/topics/chatbot""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-298,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.115082,,Aký názov práce má osoba Samuel Horáni s kľúčovým slovom agent?,[],[],[],[],"[""pages/students/2019/samuel_horani/README.md""]","[""pages/students/2019/samuel_horani/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-299,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.111517,,Aký názov práce má osoba Samuel Širotník v roku 2018?,[],[],[],[],"[""pages/students/2018/samuel_sirotnik/README.md""]","[""pages/students/2018/samuel_sirotnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]","[""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-300,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.079756,,Aký názov práce má osoba Ján Pták v roku 2018?,[],[],[],[],"[""pages/students/2022/jan_ptak/README.md""]","[""pages/students/2022/jan_ptak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-301,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.093666,,Aký názov práce má osoba Oleh Bilykh v roku 2018?,[],[],[],[],"[""pages/students/2018/oleh_bilykh/README.md""]","[""pages/students/2018/oleh_bilykh/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-302,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.101508,,Aký názov práce má osoba Sevval Bulburu s kľúčovým slovom annotation?,[],[],[],[],"[""pages/interns/sevval_bulburu/README.md""]","[""pages/interns/sevval_bulburu/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/sevval_bulburu""]","[""https://zp.kemt.fei.tuke.sk/interns/sevval_bulburu""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-303,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.093969,,Aký názov práce má osoba Ediz Morochovič s kľúčovým slovom gpu?,[],[],[],[],"[""pages/students/2016/ediz_morochovic/README.md""]","[""pages/students/2016/ediz_morochovic/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/ediz_morochovic""]","[""https://zp.kemt.fei.tuke.sk/students/2016/ediz_morochovic""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-304,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.081825,,Aký názov práce má osoba Daniil Huzenko v roku 2018?,[],[],[],[],"[""pages/students/2022/daniil_huzenko/README.md""]","[""pages/students/2022/daniil_huzenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-305,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.105182,,Aký názov práce má osoba Jakub Schwarc v roku 2018?,[],[],[],[],"[""pages/students/2022/jakub_schwarc/README.md""]","[""pages/students/2022/jakub_schwarc/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-306,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.096541,,Aký názov práce má osoba Youssef Ressaissi v roku 2018?,[],[],[],[],"[""pages/interns/yussef_ressaissi/README.md""]","[""pages/interns/yussef_ressaissi/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi""]","[""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-307,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.089749,,Aký názov práce má osoba Maksym Zatirka v roku 2018?,[],[],[],[],"[""pages/students/2023/maksym_zatirka/README.md""]","[""pages/students/2023/maksym_zatirka/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-308,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.099541,,Aký názov práce má osoba Patrik Pavlišin s kľúčovým slovom spacy?,[],[],[],[],"[""pages/students/2016/patrik_pavlisin/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/topics/spacy/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin"", ""https://zp.kemt.fei.tuke.sk/topics/spacy""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-309,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.079504,,Aký názov práce má osoba Tomáš Kuchárik v roku 2018?,[],[],[],[],"[""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-310,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.077851,,Aký názov práce má osoba Sevval Bulburu v roku 2018?,[],[],[],[],"[""pages/interns/sevval_bulburu/README.md""]","[""pages/interns/sevval_bulburu/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/sevval_bulburu""]","[""https://zp.kemt.fei.tuke.sk/interns/sevval_bulburu""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-311,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.079106,,Aký názov práce má osoba Eduard Matovka v roku 2018?,[],[],[],[],"[""pages/students/2021/eduard_matovka/README.md""]","[""pages/students/2021/eduard_matovka/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka""]","[""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-312,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.060528,,Aký názov práce má osoba Lucia Chýbajúca Vzorová?,[],[],[],[],[],[],[],[],[],[],[],[] +True,True,True,1.0,True,1.0,True,,,wide-313,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.074156,,Aký názov práce má osoba Serhii Yemets v roku 2018?,[],[],[],[],"[""pages/students/2022/serhii_yemets/README.md""]","[""pages/students/2022/serhii_yemets/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets""]","[""https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-314,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.053375,,Aký názov práce má osoba Jozef Neznámy Overovací?,[],[],[],[],[],[],[],[],[],[],[],[] +True,True,True,1.0,True,1.0,True,,,wide-315,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.085848,,Aký názov práce má osoba Vladimír Ferko s kľúčovým slovom cluster?,[],[],[],[],"[""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2021/vladimir_ferko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-316,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.077269,,Aký názov práce má osoba Ján Malinovský s kľúčovým slovom ir?,[],[],[],[],"[""pages/students/2022/jan_malinovsky/README.md""]","[""pages/students/2022/jan_malinovsky/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-317,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.066364,,Aký názov práce má osoba Ján Holp s kľúčovým slovom interpunction?,[],[],[],[],"[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-318,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.049528,,Aký názov práce má osoba Petra Neznáma Overovacia?,[],[],[],[],[],[],[],[],[],[],[],[] +True,True,True,1.0,True,1.0,True,,,wide-319,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.070365,,Aký názov práce má osoba Vladyslav Yanchenko v roku 2018?,[],[],[],[],"[""pages/students/2022/vladyslav_yanchenko/README.md""]","[""pages/students/2022/vladyslav_yanchenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,wide-320,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.079819,,Aký názov práce má osoba Dávid Iľaš v roku 2018?,[],[],[],[],"[""pages/students/2018/david_ilas/README.md""]","[""pages/students/2018/david_ilas/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas""]","[""https://zp.kemt.fei.tuke.sk/students/2018/david_ilas""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,v7-dev-year-1999,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.079933,,Aký je názov práce osoby Ján Holp v roku 1999?,[],[],[],[],"[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,v7-dev-year-1899,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.083218,,Aký je názov práce osoby Ján Holp v roku 1899?,[],[],[],[],"[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,v7-dev-year-2100,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.070769,,Aký je názov práce osoby Ján Holp v roku 2100?,[],[],[],[],"[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,v7-dev-year-9999,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.072095,,Aký je názov práce osoby Ján Holp v roku 9999?,[],[],[],[],"[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]",[],"[""entity_resolution""]",[],[] diff --git a/tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_dev.json b/tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_dev.json new file mode 100644 index 0000000..dff094b --- /dev/null +++ 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a/tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_test.csv b/tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_test.csv new file mode 100644 index 0000000..7556c60 --- /dev/null +++ b/tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_test.csv @@ -0,0 +1,81 @@ +complete,answerability_ok,bindings_ok,binding_score,paths_ok,path_score,count_ok,expected_count,actual_count,id,split,category,difficulty,strict,value_score,entity_score,relation_score,property_score,relation_choice_score,document_recall,source_recall,entity_set_ok,latency_seconds,error,question,expected_values,matched_values,expected_relations,actual_relations,expected_documents,actual_documents,expected_source_urls,actual_source_urls,fact_types,strategies,binding_results,path_results +True,True,True,1.0,True,1.0,True,,,fresh7-001,test,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.108126,,Over spoločné kľúčové slovo nlp pri osobách Cesar Abascal Gutierrez a Jakub Schwarc.,"[""Cesar Abascal Gutierrez"", ""nlp"", ""Jakub Schwarc""]","[""Cesar Abascal Gutierrez"", ""nlp"", ""Jakub Schwarc""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/interns/cesar_gutierrez/README.md"", ""pages/students/2022/jakub_schwarc/README.md""]","[""pages/interns/cesar_gutierrez/README.md"", ""pages/students/2022/jakub_schwarc/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/cesar_gutierrez"", ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""]","[""https://zp.kemt.fei.tuke.sk/interns/cesar_gutierrez"", ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Cesar Abascal Gutierrez"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Jakub Schwarc"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Cesar Abascal Gutierrez"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:424""}, {""kind"": ""Document"", ""path"": ""pages/interns/cesar_gutierrez/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/cesar_gutierrez""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Schwarc"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:478""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jakub_schwarc/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-002,test,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.088877,,Over spoločné kľúčové slovo nlp pri osobách Manohar Gowdru Shridhara a Pavol Hudák.,"[""Manohar Gowdru Shridhara"", ""nlp"", ""Pavol Hudák""]","[""Manohar Gowdru Shridhara"", ""nlp"", ""Pavol Hudák""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2020/pavol_hudak/README.md"", ""pages/students/2021/manohar_gowdru_shridharu/README.md""]","[""pages/students/2020/pavol_hudak/README.md"", ""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak"", ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""]","[""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak"", ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Manohar Gowdru Shridhara"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Pavol Hudák"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Manohar Gowdru Shridhara"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:469""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Pavol Hudák"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:465""}, {""kind"": ""Document"", ""path"": ""pages/students/2020/pavol_hudak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-003,test,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.07411,,Over spoločné kľúčové slovo nlp pri osobách Oliver Pejic a Tetiana Mohorian.,"[""Oliver Pejic"", ""nlp"", ""Tetiana Mohorian""]","[""Oliver Pejic"", ""nlp"", ""Tetiana Mohorian""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/interns/oliver_pejic/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""pages/interns/oliver_pejic/README.md"", ""pages/students/2022/tetiana_mohorian/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/oliver_pejic"", ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""]","[""https://zp.kemt.fei.tuke.sk/interns/oliver_pejic"", ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Oliver Pejic"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Tetiana Mohorian"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oliver Pejic"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:425""}, {""kind"": ""Document"", ""path"": ""pages/interns/oliver_pejic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/oliver_pejic""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Tetiana Mohorian"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:484""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/tetiana_mohorian/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-004,test,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.092254,,Over spoločné kľúčové slovo nlp pri osobách Dominik Nagy a Tomáš Kuchárik.,"[""Dominik Nagy"", ""nlp"", ""Tomáš Kuchárik""]","[""Dominik Nagy"", ""nlp"", ""Tomáš Kuchárik""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/tomas_kucharik/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Dominik Nagy"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Tomáš Kuchárik"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dominik Nagy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:429""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/dominik_nagy/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Tomáš Kuchárik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:437""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/tomas_kucharik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-005,test,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.104682,,Over spoločné kľúčové slovo nlp pri osobách Dávid Stromp a Martin Wencel.,"[""Dávid Stromp"", ""nlp"", ""Martin Wencel""]","[""Dávid Stromp"", ""nlp"", ""Martin Wencel""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2018/martin_wencel/README.md"", ""pages/students/2019/david_stromp/README.md""]","[""pages/students/2018/martin_wencel/README.md"", ""pages/students/2019/david_stromp/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel"", ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp""]","[""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel"", ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Dávid Stromp"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Martin Wencel"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Stromp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:452""}, {""kind"": ""Document"", ""path"": 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pri osobách Oleh Bilykh a Patrik Pokrivčák.,"[""Oleh Bilykh"", ""nlp"", ""Patrik Pokrivčák""]","[""Oleh Bilykh"", ""nlp"", ""Patrik Pokrivčák""]",[],"[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2018/oleh_bilykh/README.md"", ""pages/students/2019/patrik_pokrivcak/README.md""]","[""pages/students/2018/oleh_bilykh/README.md"", ""pages/students/2019/patrik_pokrivcak/README.md"", ""pages/topics/nlp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh"", ""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak""]","[""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh"", ""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak"", ""https://zp.kemt.fei.tuke.sk/topics/nlp""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Oleh Bilykh"", ""keyword"": ""nlp""}, ""matched"": true}, {""binding"": {""person"": ""Patrik Pokrivčák"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": 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""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:247""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladimír Ferko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:475""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/vladimir_ferko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""}, {""kind"": ""Keyword"", ""name"": ""dialog"", ""id"": ""dialog"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:247""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-011,test,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.1229,,Aké spoločné roky práce spájajú osoby Adrián Remiáš a Dávid Omasta?,"[""Adrián Remiáš"", ""2024"", ""Dávid Omasta""]","[""Adrián Remiáš"", ""2024"", ""Dávid Omasta""]",[],"[""AUTHORED"", 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""thesis:pages/students/2020/pavol_hudak/README.md:diplomova-praca-2025"", ""person"": ""Pavol Hudák"", ""document_path"": ""pages/students/2020/pavol_hudak/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:539"", ""title"": ""Pavol Hudák"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak"", ""path"": ""pages/students/2020/pavol_hudak/README.md"", ""name"": ""Pavol Hudák""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-020,test,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.130765,,Aké spoločné roky práce spájajú osoby Ján Pták a Oleksandr Hryshchenko?,"[""Ján Pták"", ""2026"", ""Oleksandr Hryshchenko""]","[""Ján Pták"", ""2026"", ""Oleksandr Hryshchenko""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2021/oleksandr_hryshchenko/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""pages/students/2021/oleksandr_hryshchenko/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""]","[""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""]","[""academic_year_comparison"", ""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]","[{""binding"": {""person"": ""Ján Pták"", ""year"": 2026}, ""matched"": true}, {""binding"": {""person"": ""Oleksandr Hryshchenko"", ""year"": 2026}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Academic"", ""Document""], ""relationships"": [""AUTHORED|HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2022, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:480"", ""name"": ""Ján Pták"", ""source_document"": ""pages/students/2022/jan_ptak/README.md"", ""id"": ""person:pages/students/2022/jan_ptak/README.md""}, {""kind"": ""Work"", ""year"": 2026, ""heading"": ""Diplomový projekt 2026"", ""work_type"": ""diploma_project"", ""work_type_label"": ""Diplomový projekt"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:417"", ""title"": ""Agent pre manažment záverečných prác"", ""name"": ""Agent pre manažment záverečných prác"", ""source_document"": ""pages/students/2022/jan_ptak/README.md"", ""id"": ""work:pages/students/2022/jan_ptak/README.md:diplomovy-projekt-2026"", ""person"": ""Ján Pták"", ""document_path"": ""pages/students/2022/jan_ptak/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:10"", ""title"": ""Ján Pták"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak"", ""path"": ""pages/students/2022/jan_ptak/README.md"", ""name"": ""Ján Pták""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Academic"", ""Document""], ""relationships"": [""AUTHORED|HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2021, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:474"", ""name"": ""Oleksandr Hryshchenko"", ""source_document"": ""pages/students/2021/oleksandr_hryshchenko/README.md"", ""id"": ""person:pages/students/2021/oleksandr_hryshchenko/README.md""}, {""kind"": ""Thesis"", ""year"": 2026, ""heading"": ""Diplomová práca 2026"", ""thesis_type_label"": ""Diplomová práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:334"", ""title"": ""Grafové neurónové siete pre získavanie informácií"", ""thesis_type"": ""diploma_thesis"", ""name"": ""Grafové neurónové siete pre získavanie informácií"", ""source_document"": ""pages/students/2021/oleksandr_hryshchenko/README.md"", ""id"": ""thesis:pages/students/2021/oleksandr_hryshchenko/README.md:diplomova-praca-2026"", ""person"": ""Oleksandr Hryshchenko"", ""document_path"": ""pages/students/2021/oleksandr_hryshchenko/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:577"", ""title"": ""Oleksandr Hryshchenko"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko"", ""path"": ""pages/students/2021/oleksandr_hryshchenko/README.md"", ""name"": ""Oleksandr Hryshchenko""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-021,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.08014,,Porovnaj rovnaký rok začiatku štúdia osôb Dávid Kostilník a Kamil Tomčufčík.,"[""Dávid Kostilník"", ""2020"", ""Kamil Tomčufčík""]","[""Dávid Kostilník"", ""2020"", ""Kamil Tomčufčík""]",[],[],"[""pages/students/2020/david_kostilnik/README.md"", ""pages/students/2020/kamil_tomcufcik/README.md""]","[""pages/students/2020/david_kostilnik/README.md"", ""pages/students/2020/kamil_tomcufcik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik"", ""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik""]","[""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik"", ""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Dávid Kostilník"", ""start_year"": 2020}, ""matched"": true}, {""binding"": {""person"": ""Kamil Tomčufčík"", ""start_year"": 2020}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Kostilník"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:459"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/david_kostilnik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kamil Tomčufčík"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:462"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/kamil_tomcufcik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-022,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.084607,,Porovnaj rovnaký rok začiatku štúdia osôb Manohar Gowdru Shridhara a Matej Ščišľak.,"[""Manohar Gowdru Shridhara"", ""2021"", ""Matej Ščišľak""]","[""Manohar Gowdru Shridhara"", ""2021"", ""Matej Ščišľak""]",[],[],"[""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""pages/students/2021/matej_scislak/README.md""]","[""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""pages/students/2021/matej_scislak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Manohar Gowdru Shridhara"", ""start_year"": 2021}, ""matched"": true}, {""binding"": {""person"": ""Matej Ščišľak"", ""start_year"": 2021}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Manohar Gowdru Shridhara"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:469"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/manohar_gowdru_shridharu/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Ščišľak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:472"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/matej_scislak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-023,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.07733,,Porovnaj rovnaký rok začiatku štúdia osôb Ondrej Megela a Samuel Širotník.,"[""Ondrej Megela"", ""2018"", ""Samuel Širotník""]","[""Ondrej Megela"", ""2018"", ""Samuel Širotník""]",[],[],"[""pages/students/2018/ondrej_megela/README.md"", ""pages/students/2018/samuel_sirotnik/README.md""]","[""pages/students/2018/ondrej_megela/README.md"", ""pages/students/2018/samuel_sirotnik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela"", ""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]","[""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela"", ""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Ondrej Megela"", ""start_year"": 2018}, ""matched"": true}, {""binding"": {""person"": ""Samuel Širotník"", ""start_year"": 2018}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ondrej Megela"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:448"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/ondrej_megela/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Širotník"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:449"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/samuel_sirotnik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-024,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.118372,,Porovnaj rovnaký rok začiatku štúdia osôb Dávid Stromp a Samuel Horáni.,"[""Dávid Stromp"", ""2019"", ""Samuel Horáni""]","[""Dávid Stromp"", ""2019"", ""Samuel Horáni""]",[],[],"[""pages/students/2019/david_stromp/README.md"", ""pages/students/2019/samuel_horani/README.md""]","[""pages/students/2019/david_stromp/README.md"", ""pages/students/2019/samuel_horani/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp"", ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp"", ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Dávid Stromp"", ""start_year"": 2019}, ""matched"": true}, {""binding"": {""person"": ""Samuel Horáni"", ""start_year"": 2019}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Stromp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:452"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/david_stromp/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Horáni"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:458"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/samuel_horani/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-025,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.105198,,Porovnaj rovnaký rok začiatku štúdia osôb Patrik Pokrivčák a Samuel Horáni.,"[""Patrik Pokrivčák"", ""2019"", ""Samuel Horáni""]","[""Patrik Pokrivčák"", ""2019"", ""Samuel Horáni""]",[],[],"[""pages/students/2019/patrik_pokrivcak/README.md"", ""pages/students/2019/samuel_horani/README.md""]","[""pages/students/2019/patrik_pokrivcak/README.md"", ""pages/students/2019/samuel_horani/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak"", ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak"", ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Patrik Pokrivčák"", ""start_year"": 2019}, ""matched"": true}, {""binding"": {""person"": ""Samuel Horáni"", ""start_year"": 2019}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Patrik Pokrivčák"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:457"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/patrik_pokrivcak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Horáni"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:458"", ""start_year"": 2019}, {""kind"": ""Document"", ""path"": ""pages/students/2019/samuel_horani/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-026,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.099308,,Porovnaj rovnaký rok začiatku štúdia osôb Eduard Matovka a Oleksandr Hryshchenko.,"[""Eduard Matovka"", ""2021"", ""Oleksandr Hryshchenko""]","[""Eduard Matovka"", ""2021"", ""Oleksandr Hryshchenko""]",[],[],"[""pages/students/2021/eduard_matovka/README.md"", ""pages/students/2021/oleksandr_hryshchenko/README.md""]","[""pages/students/2021/eduard_matovka/README.md"", ""pages/students/2021/oleksandr_hryshchenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka"", ""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/eduard_matovka"", ""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Eduard Matovka"", ""start_year"": 2021}, ""matched"": true}, {""binding"": {""person"": ""Oleksandr Hryshchenko"", ""start_year"": 2021}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": 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Pták""]","[""Ján Malinovský"", ""2022"", ""Ján Pták""]",[],[],"[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""pages/students/2022/jan_malinovsky/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Ján Malinovský"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Ján Pták"", ""start_year"": 2022}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Malinovský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:479"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jan_malinovsky/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Pták"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:480"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jan_ptak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-028,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.074771,,Porovnaj rovnaký rok začiatku štúdia osôb Denis Le Thanh a Simona Bobrovčanová.,"[""Denis Le Thanh"", ""2023"", ""Simona Bobrovčanová""]","[""Denis Le Thanh"", ""2023"", ""Simona Bobrovčanová""]",[],[],"[""pages/students/2023/denis_le_thanh/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/denis_le_thanh/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh"", ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""]","[""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh"", ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Denis Le Thanh"", ""start_year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Simona Bobrovčanová"", ""start_year"": 2023}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Denis Le Thanh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:488"", ""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/denis_le_thanh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Simona Bobrovčanová"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:494"", ""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/simona_bobrovcanova/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-029,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.078407,,Porovnaj rovnaký rok začiatku štúdia osôb Martin Wencel a Oleh Bilykh.,"[""Martin Wencel"", ""2018"", ""Oleh Bilykh""]","[""Martin Wencel"", ""2018"", ""Oleh Bilykh""]",[],[],"[""pages/students/2018/martin_wencel/README.md"", ""pages/students/2018/oleh_bilykh/README.md""]","[""pages/students/2018/martin_wencel/README.md"", ""pages/students/2018/oleh_bilykh/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel"", ""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""]","[""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel"", ""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Martin Wencel"", ""start_year"": 2018}, ""matched"": true}, {""binding"": {""person"": ""Oleh Bilykh"", ""start_year"": 2018}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Martin Wencel"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:446"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/martin_wencel/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/martin_wencel""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleh Bilykh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:447"", ""start_year"": 2018}, {""kind"": ""Document"", ""path"": ""pages/students/2018/oleh_bilykh/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/oleh_bilykh""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-030,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.071748,,Porovnaj rovnaký rok začiatku štúdia osôb Artur Hyrenko a Matej Novotný.,"[""Artur Hyrenko"", ""2021"", ""Matej Novotný""]","[""Artur Hyrenko"", ""2021"", ""Matej Novotný""]",[],[],"[""pages/students/2021/artur_hyrenko/README.md"", ""pages/students/2021/matej_novotny/README.md""]","[""pages/students/2021/artur_hyrenko/README.md"", ""pages/students/2021/matej_novotny/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""]","[""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Artur Hyrenko"", ""start_year"": 2021}, ""matched"": true}, {""binding"": {""person"": ""Matej Novotný"", ""start_year"": 2021}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Artur Hyrenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:467"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/artur_hyrenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Novotný"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:471"", ""start_year"": 2021}, {""kind"": ""Document"", ""path"": ""pages/students/2021/matej_novotny/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-031,test,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.073365,,Aký názov práce a rok práce sú pri osobe Patrik Pavlišin uvedené pre rok 2020?,"[""Patrik Pavlišin"", ""Metódy automatického prekladu"", ""2020""]","[""Patrik Pavlišin"", ""Metódy automatického prekladu"", ""2020""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin""]","[""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]","[{""binding"": {""person"": ""Patrik Pavlišin"", ""academic_kind"": ""Thesis"", ""academic_type"": ""bachelor_thesis"", ""year"": 2020, ""title"": ""Metódy automatického prekladu""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Thesis"", ""Document""], ""relationships"": [""AUTHORED"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:436"", ""name"": ""Patrik Pavlišin"", ""source_document"": ""pages/students/2016/patrik_pavlisin/README.md"", ""id"": ""person:pages/students/2016/patrik_pavlisin/README.md""}, {""kind"": ""Thesis"", ""year"": 2020, ""heading"": ""Bakalárska práca 2020"", ""thesis_type_label"": ""Bakalárska práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:288"", ""title"": ""Metódy automatického prekladu"", ""thesis_type"": ""bachelor_thesis"", ""name"": ""Metódy automatického prekladu"", ""source_document"": ""pages/students/2016/patrik_pavlisin/README.md"", ""id"": ""thesis:pages/students/2016/patrik_pavlisin/README.md:bakalarska-praca-2020"", ""person"": ""Patrik Pavlišin"", ""document_path"": ""pages/students/2016/patrik_pavlisin/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:533"", ""title"": ""Patrik Pavlišin"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/patrik_pavlisin"", ""path"": ""pages/students/2016/patrik_pavlisin/README.md"", ""name"": ""Patrik Pavlišin""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-032,test,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.090975,,Aký názov práce a rok práce sú pri osobe Alina Vitko uvedené pre rok 2022?,"[""Alina Vitko"", ""Systémy pre generovanie odpovede na otázku v prirodzenom jazyku"", ""2022""]","[""Alina Vitko"", ""Systémy pre generovanie odpovede na otázku v prirodzenom jazyku"", ""2022""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2019/alina_vitko/README.md""]","[""pages/students/2019/alina_vitko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]","[{""binding"": {""person"": ""Alina Vitko"", ""academic_kind"": ""Thesis"", ""academic_type"": ""bachelor_thesis"", ""year"": 2022, ""title"": ""Systémy pre generovanie odpovede na otázku v prirodzenom jazyku""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Thesis"", ""Document""], ""relationships"": [""AUTHORED"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2019, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:450"", ""name"": ""Alina Vitko"", ""source_document"": ""pages/students/2019/alina_vitko/README.md"", ""id"": ""person:pages/students/2019/alina_vitko/README.md""}, {""kind"": ""Thesis"", ""year"": 2022, ""heading"": ""Bakalárska práca 2022"", ""thesis_type_label"": ""Bakalárska práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:304"", ""title"": ""Systémy pre generovanie odpovede na otázku v prirodzenom jazyku"", ""thesis_type"": ""bachelor_thesis"", ""name"": ""Systémy pre generovanie odpovede na otázku v prirodzenom jazyku"", ""source_document"": ""pages/students/2019/alina_vitko/README.md"", ""id"": ""thesis:pages/students/2019/alina_vitko/README.md:bakalarska-praca-2022"", ""person"": ""Alina Vitko"", ""document_path"": ""pages/students/2019/alina_vitko/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:557"", ""title"": ""Alina Vitko"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko"", ""path"": ""pages/students/2019/alina_vitko/README.md"", ""name"": ""Alina Vitko""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-033,test,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.094313,,Aký názov diplomového projektu a rok práce sú pri osobe Valerii Kutsenko uvedené pre rok 2026?,"[""Valerii Kutsenko"", ""Augmentácia dát pre zlepšenie získavania informácií"", ""2026""]","[""Valerii Kutsenko"", ""Augmentácia dát pre zlepšenie získavania informácií"", ""2026""]",[],"[""EVIDENCED_BY"", 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""HAS_KEYWORD""]","[""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2018/ondrej_megela/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""]","[""https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela""]","[""person_keyword"", ""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""person_keyword_constraints""]","[{""binding"": {""person"": ""Ondrej Megela"", ""academic_kind"": ""Thesis"", ""academic_type"": ""diploma_thesis"", ""year"": 2023, ""title"": ""Automatické generovanie otázok v slovenskom jazyku"", ""keyword"": ""qa""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Thesis"", ""Document""], ""relationships"": [""AUTHORED"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2018, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:448"", ""name"": ""Ondrej Megela"", ""source_document"": 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""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:557"", ""title"": ""Alina Vitko"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/alina_vitko"", ""path"": ""pages/students/2019/alina_vitko/README.md"", ""name"": ""Alina Vitko""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:855""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh7-073,test,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.080413,,Aký názov práce má osoba Stanislav Matsunych v roku 2018?,[],[],[],[],"[""pages/students/2017/stanislav_matsunych/README.md""]","[""pages/students/2017/stanislav_matsunych/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]","[""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,fresh7-074,test,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.079242,,Aký názov práce má osoba Artem Yatsenko s kľúčovým slovom anotation?,[],[],[],[],"[""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2019/artem_yatsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/artem_yatsenko""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,fresh7-075,test,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.096013,,Aký názov práce má osoba Dárius Lindvai s kľúčovým slovom cluster?,[],[],[],[],"[""pages/students/2016/darius_lindvai/README.md""]","[""pages/students/2016/darius_lindvai/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai""]","[""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,fresh7-076,test,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.076721,,Aký názov práce má osoba Márk Fehér v roku 2018?,[],[],[],[],"[""pages/students/2016/mark_feher/README.md""]","[""pages/students/2016/mark_feher/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""]","[""https://zp.kemt.fei.tuke.sk/students/2016/mark_feher""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,fresh7-077,test,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.112424,,Aký názov práce má osoba Kamil Tomčufčík s kľúčovým slovom klasifikácia?,[],[],[],[],"[""pages/students/2020/kamil_tomcufcik/README.md""]","[""pages/students/2020/kamil_tomcufcik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik""]","[""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,fresh7-078,test,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.094447,,Aký názov práce má osoba Youssef Ressaissi s kľúčovým slovom emotion?,[],[],[],[],"[""pages/interns/yussef_ressaissi/README.md""]","[""pages/interns/yussef_ressaissi/README.md""]","[""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi""]","[""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,fresh7-079,test,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.101387,,Aký názov práce má osoba Michal Stromko s kľúčovým slovom question-answer?,[],[],[],[],"[""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/michal_stromko/README.md"", ""pages/topics/question/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko""]","[""https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko"", ""https://zp.kemt.fei.tuke.sk/topics/question""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,fresh7-080,test,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.075346,,Aký názov práce má osoba Oleksandr Hryshchenko v roku 2018?,[],[],[],[],"[""pages/students/2021/oleksandr_hryshchenko/README.md""]","[""pages/students/2021/oleksandr_hryshchenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""]",[],"[""entity_resolution""]",[],[] diff --git a/tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_test.json b/tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_test.json new file mode 100644 index 0000000..d043060 --- /dev/null +++ b/tools/graphrag/evaluation/results/final_v7_2026-10-26/graphrag_test.json @@ -0,0 +1,16132 @@ +{ + "evaluation_schema_version": 4, + "run_metadata": { + "started_at_utc": "2026-10-26T00:16:55.591184+00:00", + "python": "3.10.12", + "git_head": "9389a54dcdc811ba7be33aae615598391fb07ee5", + "wiki_git_head": "3e892a1d49e9bce118cd03478ce15e01c2bebb4e", + "fingerprints": { + "implementation": { + "tools/graphrag/__init__.py": 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true, + "tool_call_count": 1, + "tool_calls": [ + { + "name": "retrieve_zpwiki_context", + "arguments": { + "query": "Aký source_url patrí k stránke „Podpora slovenčiny v knižnici Spacy“?", + "limit": 5, + "max_per_document": 1, + "published_only": true + }, + "latency_seconds": 0.620349, + "source_urls": [ + "https://zp.kemt.fei.tuke.sk/topics/spacy", + "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus", + "https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak", + "https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh", + "https://zp.kemt.fei.tuke.sk/topics/resources" + ] + } + ], + "rag_source_urls": [ + "https://zp.kemt.fei.tuke.sk/topics/spacy", + "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus", + "https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak", + "https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh", + "https://zp.kemt.fei.tuke.sk/topics/resources" + ], + "first_model_latency_seconds": 28.658617, + "tool_latency_seconds": 0.620349, + 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záznamy osôb Ján Holp a Ondrej Megela. Pri osobe Ján Holp použi záznam typu „diplomová práca“ a pri osobe Ondrej Megela záznam typu „bakalárska práca“. Uveď názov každej práce a rok, pri ktorom je na ZP Wiki uvedená.", + "citations_ok": true, + "unsupported_urls": [], + "retrieval_coverage": [ + { + "complete": false, + "truncated": true, + "truncation_reasons": [ + "candidate_limit", + "per_document_limit", + "result_limit" + ], + "index_version": { + "version": "10b78a8e70744e2792ffe4cf11d45571", + "git_revision": "3e892a1d49e9bce118cd03478ce15e01c2bebb4e", + "created_at_utc": "2026-10-25T21:10:39.160542+00:00", + "source_sha256": "007792c12f3467dd3203bb4951ccc197fdc0eef669580f1b1f893baf609ca363", + "documents_sha256": "0542af2a373771cf7c4a95f93d14f4f687f6a0187846892c959aa6efc4bade52", + "chunks_sha256": "437dde589be46e0c30842dd330de22d96a0173d2dbaff9c5f129568cb2bca4c9", + "embedding_model": "intfloat/multilingual-e5-small", + "publication_policy": "explicit-false-hidden-v1" + } + } + ], + "context_issues": [], + "accepted_for_delivery": true, + "answer": "Výpis je neúplný.\n\nJán Holp vypracoval diplomovú prácu s názvom „Systém získavania informácií v slovenskom jazyku\" v roku 2021 a Ondrej Megela vypracoval bakalársku prácu s názvom „Neurónové jazykové modelovanie typu BERT\" v roku 2020.\n\nZdroje:\nhttps://zp.kemt.fei.tuke.sk/students/2016/jan_holp\nhttps://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela", + "tool_called": true, + "tool_call_count": 1, + "tool_calls": [ + { + "name": "retrieve_zpwiki_context", + "arguments": { + "query": "Porovnaj záznamy osôb Ján Holp a Ondrej Megela. Pri osobe Ján Holp použi záznam typu „diplomová práca“ a pri osobe Ondrej Megela záznam typu „bakalárska práca“. Uveď názov každej práce a rok, pri ktorom je na ZP Wiki uvedená.", + "limit": 5, + "published_only": true, + "max_per_document": 1 + }, + "latency_seconds": 1.001685, + "source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela", + "https://zp.kemt.fei.tuke.sk/students/2016/jan_holp", + "https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko", + "https://zp.kemt.fei.tuke.sk/topics/faq", + "https://zp.kemt.fei.tuke.sk/topics/bert" + ] + } + ], + "rag_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela", + "https://zp.kemt.fei.tuke.sk/students/2016/jan_holp", + "https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko", + "https://zp.kemt.fei.tuke.sk/topics/faq", + "https://zp.kemt.fei.tuke.sk/topics/bert" + ], + "first_model_latency_seconds": 14.535465, + "tool_latency_seconds": 1.001685, + "final_model_latency_seconds": 56.647723, + "total_latency_seconds": 72.185893, + "usage": { + "prompt_tokens": 25893, + "completion_tokens": 208, + 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dokumentoch ZP Wiki sa informácia o konkrétnom finančnom rozpočte pre projekt osoby Tomáš Kuchárik nepodarilo spoľahlivo nájsť.\n\nZdroj:\nhttps://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik", + "tool_called": true, + "tool_call_count": 1, + "tool_calls": [ + { + "name": "retrieve_zpwiki_context", + "arguments": { + "query": "Aký konkrétny finančný rozpočet bol uvedený pre projekt osoby Tomáš Kuchárik?", + "limit": 5, + "published_only": true + }, + "latency_seconds": 0.454629, + "source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik", + "https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan", + "https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas", + "https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic", + "https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko" + ] + } + ], + "rag_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik", + "https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan", + "https://zp.kemt.fei.tuke.sk/students/2019/filip_tomas", + "https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic", + "https://zp.kemt.fei.tuke.sk/students/2019/michal_stromko" + ], + "first_model_latency_seconds": 129.609931, + "tool_latency_seconds": 0.454629, + "final_model_latency_seconds": 20.02263, + "total_latency_seconds": 150.087617, + "usage": { + "prompt_tokens": 14022, + "completion_tokens": 136, + "total_tokens": 14158 + }, + "response_model": "Qwen3.5-122B-A10B-Q4_K_M", + "citations_checked": true, + "answer_matches": [], + "answer_contains_score": 1.0, + "source_matches": [ + true + ], + "source_match_count": 1, + "source_required_count": 0, + "source_url_score": 1.0, + "should_answer_ok": true, + "should_answer_score": 1.0, + "returned_no_answer": true, + "tool_score": 1.0, + "overall_score": 1.0, + "strict_pass": true, + "model_answer": "V dostupných dokumentoch ZP Wiki sa informácia o konkrétnom finančnom rozpočte pre projekt osoby Tomáš Kuchárik nepodarilo spoľahlivo nájsť.\n\nZdroj:\nhttps://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik", + "first_pass_accepted_for_delivery": false, + "first_pass_context_issues": [ + "missing_incompleteness_notice" + ], + "display_notice_added": true + } + ], + "summary": { + "questions": 5, + "strict_pass": 5, + "display_notice_added": 5 + } +} diff --git a/tools/graphrag/evaluation/results/v7_preparation/regression_ids.json b/tools/graphrag/evaluation/results/v7_preparation/regression_ids.json new file mode 100644 index 0000000..97f1bf5 --- /dev/null +++ b/tools/graphrag/evaluation/results/v7_preparation/regression_ids.json @@ -0,0 +1,322 @@ +[ + "wide-001", + "wide-002", + "wide-003", + "wide-004", + "wide-005", + "wide-006", + "wide-007", + "wide-008", + "wide-009", + "wide-010", + "wide-011", + "wide-012", + "wide-013", + "wide-014", + "wide-015", + "wide-016", + "wide-017", + "wide-018", + "wide-019", + "wide-020", + "wide-021", + "wide-022", + "wide-023", + "wide-024", + "wide-025", + 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"fff8fdf5834cb3bb63bea04b50a4350f17c766a7c2bbd3a4d415e71017ff9b34" + ], + "limitations": [ + "Known corpus, persons and template families; only the query/fact combinations are fresh.", + "Two remaining document-author/category groups and seven category-list groups constrain category coverage.", + "AI source annotation, not human annotation. No tuning on this TEST." + ] + } +} diff --git a/tools/graphrag/evaluation/results/v7_preparation/source_corrections.json b/tools/graphrag/evaluation/results/v7_preparation/source_corrections.json new file mode 100644 index 0000000..06efa27 --- /dev/null +++ b/tools/graphrag/evaluation/results/v7_preparation/source_corrections.json @@ -0,0 +1,151 @@ +{ + "questions": [ + { + "id": "regression-0597", + "old_bindings": [ + { + "person": "Stanislav Matsunych", + "start_year": 2017 + } + ], + "new_status": "no_answer", + "reason": "Directory cohort is not a documented study-start year." + }, + { + "id": "wide-dev-0630", + "old_bindings": [ + { + "person": "Jakub Maruniak", + "start_year": 2016 + }, + { + "person": "Márk Fehér", + "start_year": 2016 + } + ], + "new_status": "no_answer", + "reason": "Directory cohort is not a documented study-start year." + }, + { + "id": "wide-dev-0631", + "old_bindings": [ + { + "person": "Dominik Nagy", + "start_year": 2016 + }, + { + "person": "Patrik Pavlišin", + "start_year": 2016 + } + ], + "new_status": "no_answer", + "reason": "Directory cohort is not a documented study-start year." + }, + { + "id": "wide-083", + "old_bindings": [ + { + "person": "Lukáš Pokrývka", + "start_year": 2016 + }, + { + "person": "Maroš Harahus", + "start_year": 2016 + } + ], + "new_status": "no_answer", + "reason": "Directory cohort is not a documented study-start year." + }, + { + "id": "wide-088", + "old_bindings": [ + { + "person": "Ján Holp", + "start_year": 2016 + }, + { + "person": "Maroš Harahus", + "start_year": 2016 + } + ], + "new_status": "no_answer", + "reason": "Directory cohort is not a documented study-start year." + }, + { + "id": "wide-090", + "old_bindings": [ + { + "person": "Martin Jancura", + "start_year": 2017 + }, + { + "person": "Stanislav Matsunych", + "start_year": 2017 + } + ], + "new_status": "no_answer", + "reason": "Directory cohort is not a documented study-start year." + }, + { + "id": "wide-105", + "old_bindings": [ + { + "person": "Dominik Nagy", + "start_year": 2016 + }, + { + "person": "Maroš Harahus", + "start_year": 2016 + } + ], + "new_status": "no_answer", + "reason": "Directory cohort is not a documented study-start year." + }, + { + "id": "wide-107", + "old_bindings": [ + { + "person": "Dominik Nagy", + "start_year": 2016 + }, + { + "person": "Márk Fehér", + "start_year": 2016 + } + ], + "new_status": "no_answer", + "reason": "Directory cohort is not a documented study-start year." + }, + { + "id": "wide-111", + "old_bindings": [ + { + "person": "Dominik Nagy", + "start_year": 2016 + }, + { + "person": "Tomáš Kuchárik", + "start_year": 2016 + } + ], + "new_status": "no_answer", + "reason": "Directory cohort is not a documented study-start year." + }, + { + "id": "wide-112", + "old_bindings": [ + { + "person": "Jakub Maruniak", + "start_year": 2016 + }, + { + "person": "Tomáš Kuchárik", + "start_year": 2016 + } + ], + "new_status": "no_answer", + "reason": "Directory cohort is not a documented study-start year." + } + ], + "policy": "Only explicit study-start text is a fact. Cohort remains separate metadata; missing means unknown." +} diff --git a/tools/graphrag/evaluation/results/v7_preparation/source_review.csv b/tools/graphrag/evaluation/results/v7_preparation/source_review.csv new file mode 100644 index 0000000..5c1e78c --- /dev/null +++ b/tools/graphrag/evaluation/results/v7_preparation/source_review.csv @@ -0,0 +1,21 @@ +id,category,decision,reviewer,notes,sources,human_review +fresh7-060,candidate_set_aggregation,supported_by_raw_markdown,AI direct raw-source review; not human,Literal taxonomy and explicit academic/study-start evidence checked; no directory inference.,pages/students/2016/darius_lindvai/README.md; pages/students/2019/alina_vitko/README.md,not_performed +fresh7-066,candidate_set_aggregation,supported_by_raw_markdown,AI direct raw-source review; not human,Literal taxonomy and explicit academic/study-start evidence checked; no directory inference.,pages/students/2018/adrian_remias/README.md; pages/students/2019/patrik_pokrivcak/README.md,not_performed +fresh7-067,conjunctive_disambiguation,supported_by_raw_markdown,AI direct raw-source review; 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Koľko ich je?", + "expected_bindings": [ + { + "person": "Alina Vitko", + "year": 2021 + }, + { + "person": "Dárius Lindvai", + "year": 2021 + } + ], + "raw_sources": [ + { + "path": "pages/students/2019/alina_vitko/README.md", + "proof": { + "document_path": "pages/students/2019/alina_vitko/README.md", + "sha256": "9b071fe2aff470c275ae027be236fe836f741f774cabb9cbbb55304a8d5102cd", + "field": "academic_record", + "academic_kind": "Work", + "academic_type": "bachelor_project", + "title": "Vytovrenie prehľadu existujúcich systémov QA.", + "year": 2021, + "heading_line": 70, + "title_line": 72, + "year_basis": "heading" + }, + "raw_excerpt": "1: ---\n2: title: Alina Vitko\n3: published: true\n4: taxonomy:\n5: category: [bp2022]\n6: tag: [ir,qa,nlp]\n7: author: Daniel Hladek\n8: ---\n9: \n69: \n70: ## Bakalársky projekt 2021\n71: \n72: Vytovrenie prehľadu existujúcich systémov QA.\n73: " + }, + { + "path": "pages/students/2016/darius_lindvai/README.md", + "proof": { + "document_path": "pages/students/2016/darius_lindvai/README.md", + "sha256": "fcaa47bb9708a6439eec5c4b7f7b4ed6c7359e423e1d940e1aed9f44957e6d62", + "field": "academic_record", + "academic_kind": "Thesis", + "academic_type": "diploma_thesis", + "title": "Obnovenie interpunkcie pomocou hlbokých neurónových sietí", + "year": 2021, + "heading_line": null, + "title_line": 14, + "year_basis": "frontmatter_category" + }, + "raw_excerpt": "1: ---\n2: title: Dárius Lindvai\n3: published: true\n4: taxonomy:\n5: category: [dp2021,bp2019]\n6: tag: [nn,interpunction,nlp]\n7: author: Daniel Hladek\n8: ---\n9: # Dárius Lindvai\n13: \n14: Názov: Obnovenie interpunkcie pomocou hlbokých neurónových sietí\n15: " + } + ] + }, + { + "id": "fresh7-066", + "category": "candidate_set_aggregation", + "question": "Z kandidátov Adrián Remiáš, Patrik Pokrivčák, Alina Vitko vyber osoby s prácou v roku 2024. Koľko ich je?", + "expected_bindings": [ + { + "person": "Adrián Remiáš", + "year": 2024 + }, + { + "person": "Patrik Pokrivčák", + "year": 2024 + } + ], + "raw_sources": [ + { + "path": "pages/students/2018/adrian_remias/README.md", + "proof": { + "document_path": "pages/students/2018/adrian_remias/README.md", + "sha256": "e5bfe1d5d4e626beaa636a02d34ec58cf2cff9b0e57833905af35b80bf1465a2", + "field": "academic_record", + "academic_kind": "Thesis", + "academic_type": "diploma_thesis", + "title": null, + "year": 2024, + "heading_line": 15, + "title_line": null, + "year_basis": "heading" + }, + "raw_excerpt": "1: ---\n2: title: Adrián Remiáš\n3: published: true\n4: date: 01-02-2014\n5: taxonomy:\n6: category: [dp2024]\n7: tag: [nlp, transformers, interpuction]\n8: author: Daniel Hladek\n9: ---\n14: \n15: # Diplomová práca 2024\n16: " + }, + { + "path": "pages/students/2019/patrik_pokrivcak/README.md", + "proof": { + "document_path": "pages/students/2019/patrik_pokrivcak/README.md", + "sha256": "3e3957ad0f7aca59d6eb64c38a3f5e21d8fd953200825d0d0e5cacabfbc35a7d", + "field": "academic_record", + "academic_kind": "Work", + "academic_type": "diploma_project", + "title": null, + "year": 2024, + "heading_line": 64, + "title_line": null, + "year_basis": "heading" + }, + "raw_excerpt": "1: ---\n2: title: Patrik Pokrivčák\n3: published: true\n4: taxonomy:\n5: category: [dp2025]\n6: tag: [nlp, hate]\n7: author: Daniel Hladek\n8: ---\n9: \n63: \n64: ## Diplomový projekt 2024\n65: " + } + ] + }, + { + "id": "fresh7-067", + "category": "conjunctive_disambiguation", + "question": "Ktorá z osôb Oleh Poiasnik a Adrián Remiáš má kľúčové slovo nlp a jej práca je z roku 2025?", + "expected_bindings": [ + { + "person": "Oleh Poiasnik", + "keyword": "nlp", + "year": 2025 + } + ], + "raw_sources": [ + { + "path": "pages/students/2022/oleh_poiasnik/README.md", + "proof": { + "document_path": "pages/students/2022/oleh_poiasnik/README.md", + "sha256": 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2025\n81: \n85: \n86: Generovanie jazyka s podporou vyhľadávania v doménovo orientovaných dátach\n87: " + } + ] + }, + { + "id": "fresh7-072", + "category": "conjunctive_disambiguation", + "question": "Ktorá z osôb Alina Vitko a Andrii Pervashov má kľúčové slovo nlp a jej práca je z roku 2022?", + "expected_bindings": [ + { + "person": "Alina Vitko", + "keyword": "nlp", + "year": 2022 + } + ], + "raw_sources": [ + { + "path": "pages/students/2019/alina_vitko/README.md", + "proof": { + "document_path": "pages/students/2019/alina_vitko/README.md", + "sha256": "9b071fe2aff470c275ae027be236fe836f741f774cabb9cbbb55304a8d5102cd", + "field": "taxonomy.tag", + "value": "nlp" + }, + "raw_excerpt": "1: ---\n2: title: Alina Vitko\n3: published: true\n4: taxonomy:\n5: category: [bp2022]\n6: tag: [ir,qa,nlp]\n7: author: Daniel Hladek\n8: ---\n9: " + }, + { + "path": "pages/students/2019/alina_vitko/README.md", + "proof": { + "document_path": "pages/students/2019/alina_vitko/README.md", + "sha256": 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"same_document": true + } + ], + "raw_sources": [ + { + "path": "pages/students/2016/darius_lindvai/README.md", + "proof": { + "document_path": "pages/students/2016/darius_lindvai/README.md", + "sha256": "fcaa47bb9708a6439eec5c4b7f7b4ed6c7359e423e1d940e1aed9f44957e6d62", + "field": "taxonomy.category", + "value": "dp2021" + }, + "raw_excerpt": "1: ---\n2: title: Dárius Lindvai\n3: published: true\n4: taxonomy:\n5: category: [dp2021,bp2019]\n6: tag: [nn,interpunction,nlp]\n7: author: Daniel Hladek\n8: ---\n9: # Dárius Lindvai" + }, + { + "path": "pages/students/2016/darius_lindvai/README.md", + "proof": { + "document_path": "pages/students/2016/darius_lindvai/README.md", + "sha256": "fcaa47bb9708a6439eec5c4b7f7b4ed6c7359e423e1d940e1aed9f44957e6d62", + "field": "taxonomy.author", + "value": "Daniel Hladek" + }, + "raw_excerpt": "1: ---\n2: title: Dárius Lindvai\n3: published: true\n4: taxonomy:\n5: category: [dp2021,bp2019]\n6: tag: [nn,interpunction,nlp]\n7: author: Daniel Hladek\n8: ---\n9: # Dárius Lindvai" + } + ] + }, + { + "id": "fresh7-052", + "category": "document_author_category_multi_hop", + "question": "Kto je autor dokumentu osoby Vladyslav Krupko, ktorý patrí do kategórie bp2024?", + "expected_bindings": [ + { + "person": "Vladyslav Krupko", + "category": "bp2024", + "document_author": "Daniel Hladek", + "document_path": "pages/students/2020/vladyslav_krupko/README.md", + "same_document": true + } + ], + "raw_sources": [ + { + "path": "pages/students/2020/vladyslav_krupko/README.md", + "proof": { + "document_path": "pages/students/2020/vladyslav_krupko/README.md", + "sha256": "4c28e6d38651bb2cafcbf4a18e35210cd369aef2caff6c5b0aa52fac38f0fe7d", + "field": "taxonomy.category", + "value": "bp2024" + }, + "raw_excerpt": "1: ---\n2: title: Vladyslav Krupko\n3: published: true\n4: taxonomy:\n5: category: [bp2024]\n6: tag: [spelling]\n7: author: Daniel Hladek\n8: ---\n9: " + }, + { + "path": "pages/students/2020/vladyslav_krupko/README.md", + "proof": { + 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taxonomy:\n5: category: [bp2020]\n6: tag: [nn,lm,nlp]\n7: author: Daniel Hladek\n8: ---\n9: # Stanislav Matsunych" + } + ] + }, + { + "id": "fresh7-080", + "category": "negative_lookup", + "question": "Aký názov práce má osoba Oleksandr Hryshchenko v roku 2018?", + "expected_bindings": [], + "raw_sources": [ + { + "path": "pages/students/2021/oleksandr_hryshchenko/README.md", + "proof": { + "document_path": "pages/students/2021/oleksandr_hryshchenko/README.md", + "sha256": "4b073992b715b6c75b79fd2c8f850a69f940966e3a61a82c625c32c945a93036", + "field": "closed_world_metadata", + "tags": [ + "ir", + "nlp" + ], + "categories": [ + "dp2026" + ] + }, + "raw_excerpt": "1: ---\n2: title: Oleksandr Hryshchenko\n3: published: true\n4: taxonomy:\n5: category: [dp2026]\n6: tag: [ir,nlp]\n7: author: Daniel Hladek\n8: ---\n9: " + } + ] + }, + { + "id": "fresh7-041", + "category": "person_keyword_title", + "question": "Aký názov práce osoby Artur Hyrenko v roku 2026 súvisí s kľúčovým slovom dialog?", 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"document_path": "pages/students/2019/kristian_sopkovic/README.md", + "sha256": "3286960fb30f584df35455f9b6dfae81ca4827a1d711d2bcd6e48c3f150c9279", + "field": "taxonomy.tag", + "value": "nlp" + }, + "raw_excerpt": "1: ---\n2: title: Kristián Sopkovič\n3: published: true\n4: taxonomy:\n5: category: [bp2022,dp2024]\n6: tag: [spacy,nlp]\n7: author: Daniel Hladek\n8: ---\n9: " + }, + { + "path": "pages/students/2019/kristian_sopkovic/README.md", + "proof": { + "document_path": "pages/students/2019/kristian_sopkovic/README.md", + "sha256": "3286960fb30f584df35455f9b6dfae81ca4827a1d711d2bcd6e48c3f150c9279", + "field": "academic_record", + "academic_kind": "Thesis", + "academic_type": "bachelor_thesis", + "title": "Model Spacy pre spracovanie prirodzeného jazyka v slovenčine", + "year": 2022, + "heading_line": 308, + "title_line": 312, + "year_basis": "heading" + }, + "raw_excerpt": "1: ---\n2: title: Kristián Sopkovič\n3: published: true\n4: taxonomy:\n5: category: [bp2022,dp2024]\n6: tag: [spacy,nlp]\n7: author: Daniel Hladek\n8: ---\n9: \n307: \n308: # Bakalárska práca 2022\n309: \n311: \n312: Model Spacy pre spracovanie prirodzeného jazyka v slovenčine\n313: " + } + ] + }, + { + "id": "fresh7-053", + "category": "person_multiple_categories", + "question": "Vypíš všetky kategórie dokumentov osoby Pavol Hudák.", + "expected_bindings": [ + { + "person": "Pavol Hudák", + "category": "dp2025" + } + ], + "raw_sources": [ + { + "path": "pages/students/2020/pavol_hudak/README.md", + "proof": { + "document_path": "pages/students/2020/pavol_hudak/README.md", + "sha256": "33d06fccc6451e5f19b27b0cad001a34e81635b4ea294a01dec7771c823abc40", + "field": "taxonomy.category", + "value": "dp2025" + }, + "raw_excerpt": "1: ---\n2: title: Pavol Hudák\n3: published: true\n4: taxonomy:\n5: category: [dp2025]\n6: tag: [nlp,qa]\n7: author: Daniel Hladek\n8: ---\n9: " + } + ] + }, + { + "id": "fresh7-059", + "category": "person_multiple_categories", + "question": "Vypíš všetky kategórie dokumentov osoby Adrián Remiáš.", + "expected_bindings": [ + { + "person": "Adrián Remiáš", + "category": "dp2024" + } + ], + "raw_sources": [ + { + "path": "pages/students/2018/adrian_remias/README.md", + "proof": { + "document_path": "pages/students/2018/adrian_remias/README.md", + "sha256": "e5bfe1d5d4e626beaa636a02d34ec58cf2cff9b0e57833905af35b80bf1465a2", + "field": "taxonomy.category", + "value": "dp2024" + }, + "raw_excerpt": "1: ---\n2: title: Adrián Remiáš\n3: published: true\n4: date: 01-02-2014\n5: taxonomy:\n6: category: [dp2024]\n7: tag: [nlp, transformers, interpuction]\n8: author: Daniel Hladek\n9: ---" + } + ] + }, + { + "id": "fresh7-031", + "category": "person_title_year", + "question": "Aký názov práce a rok práce sú pri osobe Patrik Pavlišin uvedené pre rok 2020?", + "expected_bindings": [ + { + "person": "Patrik Pavlišin", + "academic_kind": "Thesis", + "academic_type": "bachelor_thesis", + "year": 2020, + "title": "Metódy automatického prekladu" + } + ], + "raw_sources": [ + { + "path": "pages/students/2016/patrik_pavlisin/README.md", + "proof": { + "document_path": "pages/students/2016/patrik_pavlisin/README.md", + "sha256": "dc1c648d7cd9b0f0e021c57f9b98189e37c100871439e7e304390715913f2763", + "field": "academic_record", + "academic_kind": "Thesis", + "academic_type": "bachelor_thesis", + "title": "Metódy automatického prekladu", + "year": 2020, + "heading_line": 242, + "title_line": 246, + "year_basis": "heading" + }, + "raw_excerpt": "1: ---\n2: title: Patrik Pavlišin\n3: published: true\n4: taxonomy:\n5: category: [dp2022,bp2020,tp2021]\n6: tag: [nmt,translation,nlp]\n7: author: Daniel Hladek\n8: ---\n9: # Patrik Pavlišin\n241: \n242: ## Bakalárska práca 2020\n243: \n245: \n246: Názov bakalárskej práce: Metódy automatického prekladu\n247: " + } + ] + }, + { + "id": "fresh7-040", + "category": "person_title_year", + "question": "Aký názov diplomového projektu a rok práce sú pri osobe Ján Pták uvedené pre rok 2026?", + "expected_bindings": [ + { + "person": "Ján Pták", + "academic_kind": "Work", + "academic_type": "diploma_project", + "year": 2026, + "title": "Agent pre manažment záverečných prác" + } + ], + "raw_sources": [ + { + "path": "pages/students/2022/jan_ptak/README.md", + "proof": { + "document_path": "pages/students/2022/jan_ptak/README.md", + "sha256": "131cf053764fd5423541ebe672c3b4f5da875cfb8e4b821f1335ddb967282282", + "field": "academic_record", + "academic_kind": "Work", + "academic_type": "diploma_project", + "title": "Agent pre manažment záverečných prác", + "year": 2026, + "heading_line": 13, + "title_line": 18, + "year_basis": "heading" + }, + "raw_excerpt": "1: ---\n2: title: Ján Pták\n3: published: true\n4: taxonomy:\n5: category: [dp2027]\n6: tag: [rag,nlp]\n7: author: Daniel Hladek\n8: ---\n9: \n12: \n13: # Diplomový projekt 2026\n14: \n17: \n18: Agent pre manažment záverečných prác\n19: " + } + ] + }, + { + "id": "fresh7-011", + "category": "same_academic_year_pair", + "question": "Aké spoločné roky práce spájajú osoby Adrián Remiáš a Dávid Omasta?", + "expected_bindings": [ + { + "person": "Adrián Remiáš", + "year": 2024 + }, + { + "person": "Dávid Omasta", + "year": 2024 + } + ], + "raw_sources": [ + { + "path": "pages/students/2018/adrian_remias/README.md", + "proof": { + "document_path": "pages/students/2018/adrian_remias/README.md", + "sha256": "e5bfe1d5d4e626beaa636a02d34ec58cf2cff9b0e57833905af35b80bf1465a2", + "field": "academic_record", + "academic_kind": "Thesis", + "academic_type": "diploma_thesis", + "title": null, + "year": 2024, + "heading_line": 15, + "title_line": null, + "year_basis": "heading" + }, + "raw_excerpt": "1: ---\n2: title: Adrián Remiáš\n3: published: true\n4: date: 01-02-2014\n5: taxonomy:\n6: category: [dp2024]\n7: tag: [nlp, transformers, interpuction]\n8: author: Daniel Hladek\n9: ---\n14: \n15: # Diplomová práca 2024\n16: " + }, + { + "path": "pages/students/2018/david_omasta/README.md", + "proof": { + "document_path": "pages/students/2018/david_omasta/README.md", + "sha256": "4164051870e1e1cf8949ed18a74196e9ea789dfbe4fee24bdeb736ca42848327", + "field": "academic_record", + "academic_kind": "Thesis", + "academic_type": "diploma_thesis", + "title": "Generatívne modely pre automatické odpovede na otázky v slovenskom jazyku", + "year": 2024, + "heading_line": 19, + "title_line": 25, + "year_basis": "heading" + }, + "raw_excerpt": "1: ---\n2: title: Dávid Omasta\n3: published: true\n4: taxonomy:\n5: category: [dp2023,dp2024]\n6: tag: [lm]\n7: author: Daniel Hladek\n8: ---\n9: \n18: \n19: # Diplomová práca 2024\n20: \n24: \n25: Generatívne modely pre automatické odpovede na otázky v slovenskom jazyku\n26: " + } + ] + }, + { + "id": "fresh7-020", + "category": "same_academic_year_pair", + "question": "Aké spoločné roky práce spájajú osoby Ján Pták a Oleksandr Hryshchenko?", + "expected_bindings": [ + { + "person": "Ján Pták", + "year": 2026 + }, + { + "person": "Oleksandr Hryshchenko", + "year": 2026 + } + ], + "raw_sources": [ + { + "path": "pages/students/2022/jan_ptak/README.md", + "proof": { + "document_path": "pages/students/2022/jan_ptak/README.md", + "sha256": "131cf053764fd5423541ebe672c3b4f5da875cfb8e4b821f1335ddb967282282", + "field": "academic_record", + "academic_kind": "Work", + "academic_type": "diploma_project", + "title": "Agent pre manažment záverečných prác", + "year": 2026, + "heading_line": 13, + "title_line": 18, + "year_basis": "heading" + }, + "raw_excerpt": "1: ---\n2: title: Ján Pták\n3: published: true\n4: taxonomy:\n5: category: [dp2027]\n6: tag: [rag,nlp]\n7: author: Daniel Hladek\n8: ---\n9: \n12: \n13: # Diplomový projekt 2026\n14: \n17: \n18: Agent pre manažment záverečných prác\n19: " + }, + { + "path": "pages/students/2021/oleksandr_hryshchenko/README.md", + "proof": { + "document_path": "pages/students/2021/oleksandr_hryshchenko/README.md", + "sha256": "4b073992b715b6c75b79fd2c8f850a69f940966e3a61a82c625c32c945a93036", + "field": "academic_record", + "academic_kind": "Thesis", + "academic_type": "diploma_thesis", + "title": "Grafové neurónové siete pre získavanie informácií", + "year": 2026, + "heading_line": 13, + "title_line": 15, + "year_basis": "heading" + }, + "raw_excerpt": "1: ---\n2: title: Oleksandr Hryshchenko\n3: published: true\n4: taxonomy:\n5: category: [dp2026]\n6: tag: [ir,nlp]\n7: author: Daniel Hladek\n8: ---\n9: \n12: \n13: # Diplomová práca 2026\n14: \n15: Grafové neurónové siete pre získavanie informácií\n16: " + } + ] + }, + { + "id": "fresh7-021", + "category": "same_start_year_pair", + "question": "Porovnaj rovnaký rok začiatku štúdia osôb Dávid Kostilník a Kamil Tomčufčík.", + "expected_bindings": [ + { + "person": "Dávid Kostilník", + "start_year": 2020 + }, + { + "person": "Kamil Tomčufčík", + "start_year": 2020 + } + ], + "raw_sources": [ + { + "path": "pages/students/2020/david_kostilnik/README.md", + "proof": { + "document_path": "pages/students/2020/david_kostilnik/README.md", + "sha256": "2927524b75da59a64120fc364a0fc374986fa4d364d54e52c36800762c203264", + "field": "start_year", + "value": 2020, + "basis": "explicit_text", + "confidence": "documented" + }, + "raw_excerpt": "1: ---\n2: title: Dávid Kostilník\n3: published: true\n4: taxonomy:\n5: category: [dp2025]\n6: tag: [ir]\n7: author: Daniel Hladek\n8: ---\n9: \n10: rok začiatku štúdia: 2020" + }, + { + "path": "pages/students/2020/kamil_tomcufcik/README.md", + "proof": { + "document_path": "pages/students/2020/kamil_tomcufcik/README.md", + "sha256": "9d865adf538bc6d7992ee4f4882713447da5c936fca17c43ca0f576072537048", + "field": "start_year", + "value": 2020, + "basis": "explicit_text", + "confidence": "documented" + }, + "raw_excerpt": "1: ---\n2: title: Kamil Tomčufčík\n3: published: true\n4: taxonomy:\n5: category: [dp2025]\n6: tag: [lm]\n7: author: Daniel Hladek\n8: ---\n9: \n10: rok začiatku štúdia: 2020" + } + ] + }, + { + "id": "fresh7-030", + "category": "same_start_year_pair", + "question": "Porovnaj rovnaký rok začiatku štúdia osôb Artur Hyrenko a Matej Novotný.", + "expected_bindings": [ + { + "person": "Artur Hyrenko", + "start_year": 2021 + }, + { + "person": "Matej Novotný", + "start_year": 2021 + } + ], + "raw_sources": [ + { + "path": "pages/students/2021/artur_hyrenko/README.md", + "proof": { + "document_path": "pages/students/2021/artur_hyrenko/README.md", + "sha256": "0568261f4ade4de5472edcfeb1ffed9abae18dc67e4050f4ce2ad088839a2bb3", + "field": "start_year", + "value": 2021, + "basis": "explicit_text", + "confidence": "documented" + }, + "raw_excerpt": "1: ---\n2: title: Artur Hyrenko\n3: published: true\n4: taxonomy:\n5: category: [dp2026]\n6: tag: [chatbot,rasa,dialog,nlp]\n7: author: Daniel Hladek\n8: ---\n9: \n11: rok začiatku štúdia: 2021" + }, + { + "path": "pages/students/2021/matej_novotny/README.md", + "proof": { + "document_path": "pages/students/2021/matej_novotny/README.md", + "sha256": "b083a7cadde532e3428dc9a57bc61456fcc5905bda91e011b96033d42bf5d9cb", + "field": "start_year", + "value": 2021, + "basis": "explicit_text", + "confidence": "documented" + }, + "raw_excerpt": "1: ---\n2: title: Matej Novotný\n3: published: true\n4: taxonomy:\n5: category: [dp2026]\n6: tag: [nlp]\n7: author: Daniel Hladek\n8: ---\n9: \n11: rok začiatku štúdia: 2021" + } + ] + }, + { + "id": "fresh7-001", + "category": "shared_keyword_pair", + "question": "Over spoločné kľúčové slovo nlp pri osobách Cesar Abascal Gutierrez a Jakub Schwarc.", + "expected_bindings": [ + { + "person": "Cesar Abascal Gutierrez", + "keyword": "nlp" + }, + { + "person": "Jakub Schwarc", + "keyword": "nlp" + } + ], + "raw_sources": [ + { + "path": "pages/interns/cesar_gutierrez/README.md", + "proof": { + "document_path": "pages/interns/cesar_gutierrez/README.md", + "sha256": "b0be60576eed28d4b1920e9acf198684519373dfc13171567247c853b3ed699e", + "field": "taxonomy.tag", + "value": "nlp" + }, + "raw_excerpt": "1: ---\n2: title: Cesar Abascal Gutierrez\n3: published: true\n4: taxonomy:\n5: category: [iaeste]\n6: tag: [ner,nlp]\n7: author: Daniel Hladek\n8: ---\n9: " + }, + { + "path": "pages/students/2022/jakub_schwarc/README.md", + "proof": { + "document_path": "pages/students/2022/jakub_schwarc/README.md", + "sha256": "f541a8852c2b0f6f9d7182e01a34c4e3beee9bfa55427a06b331638b11eb8be6", + "field": "taxonomy.tag", + "value": "nlp" + }, + "raw_excerpt": "1: ---\n2: title: Jakub Schwarc\n3: published: true\n4: taxonomy:\n5: category: [dp2027]\n6: tag: [nlp]\n7: author: Daniel Hladek\n8: ---\n9: " + } + ] + }, + { + "id": "fresh7-010", + "category": "shared_keyword_pair", + "question": "Over spoločné kľúčové slovo dialog pri osobách Eduard Matovka a Vladimír Ferko.", + "expected_bindings": [ + { + "person": "Eduard Matovka", + "keyword": "dialog" + }, + { + "person": "Vladimír Ferko", + "keyword": "dialog" + } + ], + "raw_sources": [ + { + "path": "pages/students/2021/eduard_matovka/README.md", + "proof": { + "document_path": "pages/students/2021/eduard_matovka/README.md", + "sha256": "de2a7ae38ec87110e347956b37d0605a298ed2847f972961cc9b977da8221d43", + "field": "taxonomy.tag", + "value": "dialog" + }, + "raw_excerpt": "1: ---\n2: title: Eduard Matovka\n3: published: true\n4: taxonomy:\n5: category: [bp2024]\n6: tag: [dialog,nlp]\n7: author: Daniel Hladek\n8: ---\n9: " + }, + { + "path": "pages/students/2021/vladimir_ferko/README.md", + "proof": { + "document_path": "pages/students/2021/vladimir_ferko/README.md", + "sha256": "68e7d311896eda2171e5eec1ec3a8da90d326ed91acaace8058f68664a50d271", + "field": "taxonomy.tag", + "value": "dialog" + }, + "raw_excerpt": "1: ---\n2: title: Vladimír Ferko\n3: published: true\n4: taxonomy:\n5: category: [bp2024]\n6: tag: [dialog,nlp]\n7: author: Daniel Hladek\n8: ---\n9: " + } + ] + } +] diff --git a/tools/graphrag/evaluation/source_oracle.py b/tools/graphrag/evaluation/source_oracle.py index 387aa8b..d493093 100644 --- a/tools/graphrag/evaluation/source_oracle.py +++ b/tools/graphrag/evaluation/source_oracle.py @@ -231,13 +231,15 @@ def load_source_oracle(wiki_root: Path = DEFAULT_WIKI) -> dict: if profile_path(path) != path or not document['title']: continue family = [doc for child, doc in documents.items() if profile_path(child) == path] - start = re.search(r'(?:rok\s+)?zaciat\w*\s+studi\w*\s*:?\s*(20\d{2})', norm('\n'.join(document['body_lines']))) + start = re.search(r'(?:rok\s+)?zaciat\w*\s+studi\w*\s*:?\s*([12]\d{3})', norm('\n'.join(document['body_lines']))) if not start: start = re.search(r'beginning of the study\s*(20\d{2})', norm('\n'.join(document['body_lines']))) people[document['title']] = {'person': document['title'], 'profile': path, 'documents': [d['path'] for d in family], 'tags': sorted({tag for d in family for tag in d['tags']}, key=norm), 'categories': sorted({cat for d in family for cat in d['categories']}, key=norm), - 'start_year': int(start[1]) if start else int(path.split('/')[2]) if path.startswith('pages/students/') else None, + 'start_year': int(start[1]) if start else None, + 'start_year_basis': 'explicit_text' if start else 'missing', + 'cohort_year': int(path.split('/')[2]) if path.startswith('pages/students/') else None, 'academics': extract_academics(document), 'year_conflicts': [r for r in extract_academics(document) if r['year_basis'] == 'heading' and any(category_type(cat)[0] == r['academic_type'] diff --git a/tools/graphrag/graph_search.py b/tools/graphrag/graph_search.py index d0b4a1a..a0857d6 100644 --- a/tools/graphrag/graph_search.py +++ b/tools/graphrag/graph_search.py @@ -756,7 +756,7 @@ def extract_query_constraints( { int(value) for value in re.findall( - r"\b(20\d{2})\b", + r"\b(\d{4})\b", normalized, ) } @@ -2450,6 +2450,15 @@ def search_graph_with_session( common = {"scope": GRAPH_SCOPE, "person_ids": person_ids, "limit": fetch_limit, "published_only": published_only} blocked_reasons = [] + # A written year outside the current corpus is still a real constraint. + # Malformed/range notation is explicitly unsupported, never a global query. + explicit_year_tokens = re.findall(r'\b(?:roku|rokoch)\s+([^\s,?!]+)', clean_query, flags=re.I) + if any(re.match(r'\d', token) and not re.fullmatch(r'\d{4}[.]?', token) for token in explicit_year_tokens): + blocked_reasons.append('unsupported_year_constraint') + if constraints['mentions_start_year'] and any( + row.get('kind') == 'Person' and row.get('start_year') is None for row in resolved_entities + ): + blocked_reasons.append('missing_documented_start_year') if constraints["unresolved_keyword"]: blocked_reasons.append("unknown_keyword") if unknown_names: diff --git a/tools/graphrag/graphrag.py b/tools/graphrag/graphrag.py index 31b7708..d67c1c6 100644 --- a/tools/graphrag/graphrag.py +++ b/tools/graphrag/graphrag.py @@ -1003,9 +1003,8 @@ def extract_start_year( chunks: list[dict[str, Any]], ) -> int | None: pattern = re.compile( - r"rok\s+zaciatku\s+studia" - r"\s*\*?\s*:\s*\*?\s*" - r"(20\d{2})" + r"(?:(?:rok\s+)?zaciat\w*\s+studi\w*\s*\*?\s*:?\s*\*?\s*" + r"|beginning\s+of\s+the\s+study\s*:?\s*)([12]\d{3})" ) for chunk in chunks: @@ -1022,16 +1021,6 @@ def extract_start_year( match.group(1) ) - match = re.search( - r"pages/students/(20\d{2})/", - path.replace("\\", "/"), - ) - - if match: - return int( - match.group(1) - ) - return None @@ -1685,6 +1674,9 @@ def build_graph_payload( ), } + people[person_id]['start_year_basis'] = ('explicit_text' if people[person_id]['start_year'] is not None else 'missing') + people[person_id]['start_year_confidence'] = ('documented' if people[person_id]['start_year'] is not None else 'unknown') + person_documents.add( ( person_id,