From 348be522bd1581d13ee311b5683d92bdf35dc6a2 Mon Sep 17 00:00:00 2001 From: jp170na Date: Sun, 25 Oct 2026 02:17:59 +0100 Subject: [PATCH] =?UTF-8?q?Oprava=20GraphRAG=20evalu=C3=A1cie?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 31 +- docs/cleanup_2026-10-24.json | 46 + docs/graphrag_2026-10-25_worklog.md | 58 + tools/graphrag/evaluation/README.md | 53 +- tools/graphrag/evaluation/benchmark_v3.py | 153 + .../graphrag/evaluation/evaluate_graphrag.py | 4 +- tools/graphrag/evaluation/freeze_graphrag.py | 2 +- tools/graphrag/evaluation/frozen_v3.json | 212 + .../evaluation/graphrag_questions_v3.json | 74495 ++++++++++ .../results/final_v3_2026-10-25/REPORT.md | 64 + .../final_v3_2026-10-25/graphrag_dev.csv | 590 + .../final_v3_2026-10-25/graphrag_dev.json | 106071 +++++++++++++++ .../final_v3_2026-10-25/graphrag_test.csv | 14 + .../final_v3_2026-10-25/graphrag_test.json | 1794 + .../final_v3_2026-10-25/holdout_failures.json | 3 + .../results/final_v3_2026-10-25/summary.json | 78 + .../results/v3_preparation/partition.json | 84 + .../v3_preparation/source_adjudications.json | 1901 + .../results/v3_preparation/source_audit.json | 4356 + tools/graphrag/evaluation/source_oracle.py | 1 + tools/graphrag/graph_search.py | 5 +- tools/graphrag/graphrag.py | 2 + .../tests/test_graph_search_entity_v2.py | 13 + .../tests/test_graphrag_research_v2.py | 7 + tools/graphrag/tests/test_source_oracle_v2.py | 16 + 25 files changed, 190009 insertions(+), 44 deletions(-) create mode 100644 docs/graphrag_2026-10-25_worklog.md create mode 100644 tools/graphrag/evaluation/benchmark_v3.py create mode 100644 tools/graphrag/evaluation/frozen_v3.json create mode 100644 tools/graphrag/evaluation/graphrag_questions_v3.json create mode 100644 tools/graphrag/evaluation/results/final_v3_2026-10-25/REPORT.md create mode 100644 tools/graphrag/evaluation/results/final_v3_2026-10-25/graphrag_dev.csv create mode 100644 tools/graphrag/evaluation/results/final_v3_2026-10-25/graphrag_dev.json create mode 100644 tools/graphrag/evaluation/results/final_v3_2026-10-25/graphrag_test.csv create mode 100644 tools/graphrag/evaluation/results/final_v3_2026-10-25/graphrag_test.json create mode 100644 tools/graphrag/evaluation/results/final_v3_2026-10-25/holdout_failures.json create mode 100644 tools/graphrag/evaluation/results/final_v3_2026-10-25/summary.json create mode 100644 tools/graphrag/evaluation/results/v3_preparation/partition.json create mode 100644 tools/graphrag/evaluation/results/v3_preparation/source_adjudications.json create mode 100644 tools/graphrag/evaluation/results/v3_preparation/source_audit.json diff --git a/README.md b/README.md index ec3ace1..1612a28 100644 --- a/README.md +++ b/README.md @@ -14,8 +14,9 @@ Stabilná baseline retrieval vetva používa klasický hybridný RAG: 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 zmrazenú evaluáciu v1; ďalším krokom je zapojenie -do OpenWebUI a nová zdrojovo overená verzia benchmarku. +samostatné grafové vyhľadávanie. Grafová vrstva má zdrojovo overený benchmark a zmrazenú opravenú +verziu v3. Ďalším krokom je zapojenie do OpenWebUI a širšie nezávislé +vyhodnotenie na nových otázkach/dátach. ## Implementované @@ -489,7 +490,7 @@ Historická záloha datasetu pred úpravami nejednoznačností. Historická záloha datasetu pred validačnými úpravami. -`questions_extended_2000.json` +`questions_extended.json` Rozšírený benchmark s presne 2000 otázkami. Je pripravený pre neskoršie rozsiahlejšie experimenty nad klasickým retrievalom a RAG. @@ -843,11 +844,14 @@ 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. -Zmrazená evaluácia GraphRAG v1: DEV **209/286 (73,08 %)**, TEST -**152/214 (71,03 %)**, bez runtime chýb. Audit pred TESTom odhalil -137 zdrojových nesúladov v benchmarku; všetky zostávajú zahrnuté -v primárnom skóre. Podrobné výsledky, doplnkové metriky a postup -reprodukcie sú v [GraphRAG evaluácii](tools/graphrag/evaluation/README.md). +Aktuálna opravená evaluácia GraphRAG v3: DEV/regresia **589/589**, +doplnkový TEST **13/13**, bez runtime chýb. Posledný TEST je malý a +pokrýva iba dva nové profily; neznamená všeobecnú 100 % správnosť. +Širší nezávislý TEST v2 pred finálnymi opravami zostáva zaznamenaný ako +**67/80**. Pôvodných 137 nesúladov má zdrojové opravy a nepravdivé +predpoklady sa hodnotia cez skutočné no-answer správanie. +Podrobné výsledky, obmedzenia a reprodukcia sú v +[GraphRAG evaluácii](tools/graphrag/evaluation/README.md). ## OpenWebUI @@ -1046,7 +1050,7 @@ na konkrétnom commite. Pre ďalšie experimenty sú pripravené: ```text -questions_extended_2000.json +questions_extended.json graphrag_questions.json robustness_questions.json performance_queries.json @@ -1070,10 +1074,11 @@ spoľahlivého zdroja. ### 2. GraphRAG evaluácia -V1 je zmrazená a vyhodnotená. [Finálna správa](tools/graphrag/evaluation/results/final_2026-10-24/REPORT.md) -uvádza všetky výsledky aj zostávajúce limity. Pred formálnym porovnaním -s klasickým RAG treba pripraviť novú zdrojovo overenú verziu benchmarku. -Zistenia z finálneho TESTu patria do ďalšej verzie s novým holdoutom. +V3 je opravená, zmrazená a vyhodnotená. [Finálna správa](tools/graphrag/evaluation/results/final_v3_2026-10-25/REPORT.md) +obsahuje aj históriu v1/v2 a obmedzenia posledného malého holdoutu. +Pred formálnym porovnaním s klasickým RAG treba širšie nezávislé +otázky/dáta a spoločnú metodiku. Vystavené TEST otázky sú pri ďalšom +ladení iba regresiou. ### 3. OpenWebUI nástroje diff --git a/docs/cleanup_2026-10-24.json b/docs/cleanup_2026-10-24.json index efed159..f9462ab 100644 --- a/docs/cleanup_2026-10-24.json +++ b/docs/cleanup_2026-10-24.json @@ -103,5 +103,51 @@ "to": "tools/graphrag/evaluation/results/archive_pre_v1/graphrag_dev.csv", "reason": "retain historical full DEV run without confusing it with final results" } + ], + "cache_cleanup": [ + { + "path": ".pytest_cache", + "files": 5 + }, + { + "path": "test/__pycache__", + "files": 38 + }, + { + "path": "app/__pycache__", + "files": 4 + }, + { + "path": "app/.pytest_cache", + "files": 4 + }, + { + "path": "tools/__pycache__", + "files": 1 + }, + { + "path": "tools/rag/__pycache__", + "files": 14 + }, + { + "path": "tools/rag/evaluation/__pycache__", + "files": 9 + }, + { + "path": "tools/rag/tests/__pycache__", + "files": 41 + }, + { + "path": "tools/graphrag/__pycache__", + "files": 6 + }, + { + "path": "tools/graphrag/evaluation/__pycache__", + "files": 10 + }, + { + "path": "tools/graphrag/tests/__pycache__", + "files": 17 + } ] } diff --git a/docs/graphrag_2026-10-25_worklog.md b/docs/graphrag_2026-10-25_worklog.md new file mode 100644 index 0000000..3544f1c --- /dev/null +++ b/docs/graphrag_2026-10-25_worklog.md @@ -0,0 +1,58 @@ +# Úpravy GraphRAG a upratanie projektu — 25. 10. 2026 + +Výsledky: [finálna správa v3](../tools/graphrag/evaluation/results/final_v3_2026-10-25/REPORT.md). +Upravené je grafové vyhľadávanie a jeho vyhodnotenie. Klasický RAG kód ani index sa funkčne nemenili. + +## Zálohy a upratanie + +Pred úpravami vznikla záloha `/tmp/zp-agent-graphrag-v2-backup-20261024T193749Z/project-before.tar.gz`, stav Gitu a neskôr export Neo4j `neo4j_before_v2.json`. Git tagy uchovávajú presné publikované implementácie. + +[Cleanup manifest](cleanup_2026-10-24.json) zaznamenáva odstránené súbory a ponechané protikusy s SHA-256. Odstránených bolo päť presných kópií retrieval výsledkov, tri dočasné terminálové výpisy, štyri smoke/selected výstupy, historická kópia benchmarku už prítomná v Gite a osirelá cache pôvodného `scripts/`. Plný starý GraphRAG DEV sa presunul do označeného archívu. Final JSON/CSV, baseline, zmrazený RAG DEV/TEST a neidentické historické experimenty zostali zachované. CSV a JSON sa nepovažujú za duplicity rôznych formátov. + +## Implementácia + +- Celé mená, presná zhoda, kontrolované skloňovanie a bezpečné neznáme/nejednoznačné osoby; neznámy kandidát nezmení vyhľadávanie na globálne. +- Autor dokumentu vs. opisovaná osoba; celá fráza požadovaného tagu a oddelenie následnej vety/osôb. +- Typované prepojené dôkazy: osoba, konkrétna práca, jej názov/rok a správny dokument. Konfliktné údaje toho istého uzla sa odmietajú. +- Rozlíšenie roku štúdia a práce, nulového počtu a no-answer, presného počtu/množiny, platných alternatív zdrojov a URL. +- Nezávislý oracle pôvodných Markdown súborov; opravených 128 tagových predpokladov a 9 množín kategórií. Neskôr zdrojovo rozlíšený bakalársky projekt a záverečná práca. +- Doplnené vedecké a bakalárske projekty, akademické rozsahy rokov a regresné/negatívne/integritné testy. +- Freeze viaže kód, benchmark, raw Markdown, JSON vstupy, graf, audit, parametre a rozdelenie profilov; chráni pred prepísaním archívov. + +## Podstatné vykonané príkazy + +Použitý bol `.venv/bin/python`; pri pripojení sa načítala lokálna `.env` bez výpisu tajomstiev. + +```bash +python -m tools.graphrag.evaluation.benchmark_v2 +python -m tools.graphrag.evaluation.benchmark_v3 +python -m tools.graphrag.build_graphrag +RUN_NEO4J_TESTS=1 HF_HUB_OFFLINE=1 TRANSFORMERS_OFFLINE=1 pytest -q -p no:cacheprovider + +python -m tools.graphrag.evaluation.evaluate_graphrag \ + --split dev \ + --audit tools/graphrag/evaluation/results/v3_preparation/source_audit.json \ + --output-dir tools/graphrag/evaluation/results/final_v3_2026-10-25 + +python -m tools.graphrag.evaluation.freeze_graphrag \ + --dev-results tools/graphrag/evaluation/results/final_v3_2026-10-25/graphrag_dev.json \ + --audit tools/graphrag/evaluation/results/v3_preparation/source_audit.json \ + --output tools/graphrag/evaluation/frozen_v3.json + +python -m tools.graphrag.evaluation.evaluate_graphrag \ + --split test \ + --audit tools/graphrag/evaluation/results/v3_preparation/source_audit.json \ + --freeze-manifest tools/graphrag/evaluation/frozen_v3.json \ + --output-dir tools/graphrag/evaluation/results/final_v3_2026-10-25 + +docker compose build zp-agent-api +docker compose up -d --no-deps zp-agent-api +``` + +Príkazy na tvorbu datasetu a freeze boli použité pred archivovaním; existujúce zmrazené súbory neregeneruj na rovnaké miesto. Reprodukcia používa nový výstupný adresár. + +## Výsledok + +430 automatizovaných testov prešlo, 4 boli preskočené. Finálny DEV v3 589/589 a posledný doplnkový TEST 13/13 majú 0 runtime chýb. V2 malo prvý širší nezávislý TEST 67/80; tieto výsledky ani neskôr odhalené anotačné nedostatky nie sú skryté. V3 už obsahuje vystavených 80 otázok ako DEV. Nový malý TEST je profilovo oddelený, ale nie je reprezentatívnym dôkazom všeobecnej 100 % presnosti. Kvalita finálnej LLM odpovede a kompletný OpenWebUI GraphRAG agent patria do ďalších blokov projektu. + +Docker overenie po zostavení finálneho obrazu: obsahové odtlačky Python kódu a datasetu v kontajneri sa zhodujú s manifestom v3, grafový DEV dotaz prešiel a `/health` má `ready=true`. Po testoch sa odstránila regenerovateľná Python/pytest cache mimo `.venv`; zoznam je v cleanup manifeste. diff --git a/tools/graphrag/evaluation/README.md b/tools/graphrag/evaluation/README.md index 398df5e..6ab446b 100644 --- a/tools/graphrag/evaluation/README.md +++ b/tools/graphrag/evaluation/README.md @@ -1,62 +1,61 @@ # GraphRAG evaluácia -Aktuálny výsledok v1 a obmedzenia: [finálna správa](results/final_2026-10-24/REPORT.md). -Primárne skóre: DEV **209/286 (73,08 %)**, TEST **152/214 (71,03 %)**, bez runtime chýb. +Aktuálna opravená verzia je **v3**. [Finálna správa](results/final_v3_2026-10-25/REPORT.md) uvádza výsledky aj ich obmedzenia. -Benchmark má 500 otázok (286 DEV, 214 TEST), schema v2. Statický audit pred finálnym TESTom odhalil 137 nesúladov očakávaní so zdrojmi. Všetky zostávajú zahrnuté v primárnom skóre. Doplnková podmnožina bez zistených nesúladov má DEV 209/209 a TEST 152/154; podrobnosti a dve zostávajúce zlyhania sú v správe. +- DEV/regresia: **589/589**. +- Posledný doplnkový TEST: **13/13**, iba dva úplne nové profily a obmedzené kategórie. +- Širší nezávislý TEST v2 pred finálnymi opravami: **67/80**. Je archivovaný a jeho otázky sa po odhalení chýb stali DEV. +- Celá testovacia sada: **430 passed, 4 skipped**. -## Reprodukcia zmrazenej evaluácie +Tieto čísla neznamenajú 100 % všeobecnú správnosť kódu. Vyhľadávanie sa hodnotí bez generovania odpovede LLM. -Použi rovnaké `data/documents.json`, `data/chunks.json` a rovnaký obsah Neo4j. Odtlačky sú v `frozen_v1.json`; Git revízia wiki je vo výsledkovom JSON. Načítaj vlastné lokálne tajomstvá bez ich výpisu: +## Reprodukcia aktuálnej zmrazenej verzie + +Použi zodpovedajúci kód, rovnaké pôvodné wiki súbory, vstupné JSON a obsah Neo4j podľa manifestu. Súkromné kľúče ostávajú v `.env`. ```bash set -a source .env set +a - python -m tools.graphrag.evaluation.evaluate_graphrag \ --split test \ - --audit tools/graphrag/evaluation/results/final_2026-10-24/source_audit.json \ - --freeze-manifest tools/graphrag/evaluation/frozen_v1.json \ - --output-dir /tmp/graphrag-v1-reproduction + --audit tools/graphrag/evaluation/results/v3_preparation/source_audit.json \ + --freeze-manifest tools/graphrag/evaluation/frozen_v3.json \ + --output-dir /tmp/graphrag-v3-reproduction ``` -TEST/all bez manifestu sa odmietne. Overuje sa kód, benchmark, vstupné JSON súbory, obsah grafu, audit aj parametre. Zmenený obsah, neúplný holdout alebo iné parametre beh zablokujú. Výsledky neregeneruj do adresára archivovaného finálneho behu. +V1 a v2 sú zachované v pôvodných adresároch s manifestmi a Git tagmi `graphrag-v1-frozen` a `graphrag-v2-frozen`. Na ich reprodukciu treba zodpovedajúcu verziu kódu a grafu; aktuálny upravený kód úmyselne neprejde kontrolou starého manifestu. Originálny klasický RAG ostáva samostatným referenčným experimentom. -## Nová vývojová verzia +## Referenčné údaje a ďalší vývoj -Ďalší vývoj musí mať vlastné výsledky a nový manifest. Už vyhodnotený TEST nepoužívaj na dolaďovanie deklarované ako nový nezávislý experiment. +`graphrag_questions.json` je pôvodných 500 otázok. V2 opravila 137 nesúladov: 128 nepravdivých predpokladov o tagoch a 9 množín kategórií. Pravidlá a každá zmena majú zdrojový záznam v `results/v2_preparation/legacy_corrections.json`. + +`source_oracle.py` číta pôvodný Markdown nezávisle od grafového buildera. `benchmark_v2.py` vytvára opravenú regresiu a pôvodný profilovo oddelený v2 holdout. `benchmark_v3.py` presúva všetky vystavené v2 prípady do DEV, opravuje projekt/práca anotácie a rezervuje posledné nepoužité profily. Nový vývoj musí mať novú verziu, nové výstupy a primerane nezávislý holdout. Archivované datasety neregeneruj na mieste. ```bash -python -m tools.graphrag.evaluation.audit_benchmark \ - --output /tmp/graphrag-next/source_audit.json - +# Príklad vývoja na existujúcom datasete do nového adresára: python -m tools.graphrag.evaluation.evaluate_graphrag \ - --split dev \ - --audit /tmp/graphrag-next/source_audit.json \ + --split dev --audit tools/graphrag/evaluation/results/v3_preparation/source_audit.json \ --output-dir /tmp/graphrag-next python -m tools.graphrag.evaluation.freeze_graphrag \ --dev-results /tmp/graphrag-next/graphrag_dev.json \ - --audit /tmp/graphrag-next/source_audit.json \ + --audit tools/graphrag/evaluation/results/v3_preparation/source_audit.json \ --output /tmp/graphrag-next/frozen.json ``` -Zmrazenie vyžaduje kompletný DEV bez runtime chýb a súlad s aktuálnymi odtlačkami. Nevyžaduje predstieraných 100 % na chybne anotovanom datasete. Obsahový manifest platí aj pre zmeny, ktoré ešte nemajú commit; Git tag označuje publikovaný checkpoint. +Samotné ďalšie spustenie toho istého TESTu je reprodukcia, nie nové nezávislé vyhodnotenie. Existujúce freeze manifesty a finálne výstupy sa neprepisujú. -## Metriky a dôkazy +## Čo hodnotí strict -Strict kontroluje očakávané hodnoty, typované entity, relácie, vlastnosti, zdrojové dokumenty a URL, presnú množinu pri definovaných prípadoch, správny počet pri agregácii a neorezaný výsledok. Samotné entity rozpoznané z otázky nie sú odpoveďou. `expected_paths` sú opisné anotácie a nehodnotia sa doslovným porovnaním reťazcov. - -Výstup obsahuje JSON aj CSV, metriky podľa kategórie a obtiažnosti, priemer/medián/p95 latencie, čas behu, verziu Pythonu, Git revízie a obsahové odtlačky. Latencia je iba čas vyhľadávania v grafe. +Správne hodnoty musia patriť tej istej osobe/práci a mať prepojené typované dôkazy. Overuje sa význam roku, názov a typ práce, relácie, zdrojové alternatívy a URL, presné množiny a počet, explicitné no-answer/ambiguous a neorezaný výsledok. Rozpoznaná hodnota z otázky sama nie je dôkazom. Schema3 používa strojovo overované väzby a vzory ciest; textové `expected_paths` pôvodnej schema2 sú historické anotácie. ## Testy ```bash pytest -q - -# Po načítaní Neo4j konfigurácie z .env: -RUN_NEO4J_TESTS=1 pytest -q tools/graphrag/tests/test_graph_search_neo4j.py +# Po načítaní .env: +RUN_NEO4J_TESTS=1 pytest -q ``` -Neo4j testy používajú unikátny oddelený scope a rollback transakcie. Existujúce wiki dáta nemenia. +Neo4j integračné testy používajú izolovaný scope a rollback. Výsledky obsahujú JSON aj CSV, kategórie, obtiažnosti, priemer/medián/p95, Git revízie, Python a obsahové odtlačky. diff --git a/tools/graphrag/evaluation/benchmark_v3.py b/tools/graphrag/evaluation/benchmark_v3.py new file mode 100644 index 0000000..efcd94f --- /dev/null +++ b/tools/graphrag/evaluation/benchmark_v3.py @@ -0,0 +1,153 @@ +"""Continue after exposed v2: all old cases become DEV; reserve the last unseen profiles. + +The small supplementary holdout cannot replace the broader independent v2 +measurement. It is kept profile-disjoint and must be reported with its size. +""" +from __future__ import annotations + +import argparse +import copy +import hashlib +import json +import re +from collections import Counter +from pathlib import Path + +from .benchmark_v2 import (BASE, make_case, correct_legacy, people_for, academics, has_tag, + academic_binding, validate_case, audit_dataset, write_json) +from .source_oracle import load_source_oracle, supporting_documents, norm + + +def reannotate(case, oracle, original): + if case['id'] in original: + return correct_legacy(original[case['id']], oracle) + category = case['category']; graph = case['graph']; names = people_for(case, oracle) + bindings = []; negative = None; expected_set = None; field = None; count = None; constraints = {} + old = graph.get('expected_bindings', []) + years = [int(y) for y in re.findall(r'\b20\d{2}\b', case['question'])] + keyword = next((row.get('keyword') for row in old if row.get('keyword')), None) + if category == 'negative_lookup': + corrected = copy.deepcopy(case); corrected['split'] = 'dev' + return corrected + if category == 'shared_keyword_pair': + if all(has_tag(oracle, name, keyword) for name in names): + bindings = [{'person': name, 'keyword': keyword} for name in names] + else: + negative = 'No common literal frontmatter tag.'; constraints = {'keyword': keyword, 'require_all_people': True} + elif category == 'same_academic_year_pair': + common = set.intersection(*[{r['year'] for r in academics(oracle, name) if r['year']} for name in names]) + bindings = [{'person': name, 'year': year} for year in sorted(common) for name in names] + if not common: + negative = 'No shared academic year in original sources.'; constraints = {'shared_academic_year': True} + elif category == 'same_start_year_pair': + bindings = [{'person': name, 'start_year': oracle['people'][name]['start_year']} for name in names] + elif category in {'person_title_year', 'person_keyword_title'}: + records = [r for r in academics(oracle, names[0], year=years[-1]) if r.get('title')] + if 'diplomoveho projektu' in norm(case['question']): + records = [r for r in records if r['academic_type'] == 'diploma_project'] + if category == 'person_keyword_title' and not has_tag(oracle, names[0], keyword): + records = [] + bindings = [academic_binding(names[0], row, title=True, keyword=keyword) for row in records] + if not bindings: + negative = 'Requested year/type/title is absent; a project title is not a future thesis title.' + constraints = {'year': years[-1], **({'keyword': keyword} if keyword else {})} + elif category == 'document_author_category_multi_hop': + for row in old: + for path in supporting_documents(oracle, names[0], category=row['category']): + author = oracle['documents'][path]['author'] + if author: + bindings.append({'person': names[0], 'category': row['category'], 'document_author': author, + 'document_path': path, 'same_document': True}) + elif category == 'person_multiple_categories': + expected_set = oracle['people'][names[0]]['categories']; field = 'category' + bindings = [{'person': names[0], 'category': value} for value in expected_set] + elif category == 'candidate_set_aggregation': + expected_set = [name for name in names if academics(oracle, name, year=years[-1])] + count = len(expected_set); field = 'person' + bindings = [{'person': name, 'year': years[-1]} for name in expected_set] + elif category == 'conjunctive_disambiguation': + matches = [name for name in names if has_tag(oracle, name, keyword) and academics(oracle, name, year=years[-1])] + bindings = [{'person': name, 'keyword': keyword, 'year': years[-1]} for name in matches] + if not matches: + negative = 'No candidate satisfies both source conditions.' + constraints = {'keyword': keyword, 'year': years[-1]} + else: + raise ValueError(category) + result = make_case(case['id'], 'dev', category, case['question'], names, oracle, bindings, + no_answer=negative is not None, reason=negative, negative_constraints=constraints, + expected_set=expected_set, set_field=field, count=count) + result['legacy_role'] = 'exposed_v2_case_development_only' + return result + + +def main(): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument('--output', type=Path, default=BASE / 'graphrag_questions_v3.json') + parser.add_argument('--artifacts', type=Path, default=BASE / 'results/v3_preparation') + args = parser.parse_args() + oracle = load_source_oracle() + previous = json.loads((BASE / 'graphrag_questions_v2.json').read_text()) + original = {q['id']: q for q in json.loads((BASE / 'graphrag_questions.json').read_text())} + dev = [reannotate(case, oracle, original) for case in previous] + used = {p for case in previous for p in case['graph']['source_profiles']} + used.update(json.loads((BASE / 'results/v2_preparation/partition.json').read_text())[ + 'previously_exposed_profiles_excluded_from_test']) + reserved = sorted([name for name, person in oracle['people'].items() + if person['profile'].startswith('pages/students/') and person['profile'] not in used], key=norm) + if len(reserved) != 2: + raise RuntimeError('Unexpected remaining unseen profile population; review partition policy.') + holdout = [] + def add(category, text, names, bindings, **kwargs): + holdout.append(make_case(f'fresh-{len(holdout)+1:03d}', 'test', category, text, names, + oracle, bindings, **kwargs)) + for name in reserved: + person = oracle['people'][name] + add('person_multiple_categories', f'Vypíš všetky kategórie dokumentov osoby {name}.', [name], + [{'person': name, 'category': category} for category in person['categories']], + expected_set=person['categories'], set_field='category') + category = person['categories'][0] + for path in supporting_documents(oracle, name, category=category)[:1]: + author = oracle['documents'][path]['author'] + if author: + add('document_author_category_multi_hop', + f'Ktorý autor dokumentu je pri osobe {name} spojený s kategóriou {category}?', [name], + [{'person': name, 'category': category, 'document_author': author, + 'document_path': path, 'same_document': True}]) + add('person_start_year', f'Aký rok začiatku štúdia je uvedený pri osobe {name}?', [name], + [{'person': name, 'start_year': person['start_year']}]) + add('negative_lookup', f'Aký názov práce má osoba {name}, ak jej dokument obsahuje kľúčové slovo nenajdenyoverovacitag?', + [name], [], no_answer=True, reason='Tag absent from raw frontmatter.', + negative_constraints={'keyword': 'nenajdenyoverovacitag'}) + add('negative_lookup', f'Aký názov práce má osoba {name} v roku 2098?', [name], [], + no_answer=True, reason='No academic record for requested year.', negative_constraints={'year': 2098}) + for name in ['Diana Neznáma Overovacia', 'Milan Neprítomný Vzorový']: + add('negative_lookup', f'Aký názov diplomovej práce má osoba {name}?', [name], [], + no_answer=True, reason='No profile with requested full name.', negative_constraints={'unknown_person': name}) + add('candidate_set_aggregation', f'Z kandidátov {", ".join(reserved)} vyber osoby s prácou v roku 2098. Koľko ich je?', + reserved, [], expected_set=[], set_field='person', count=0) + questions = dev + holdout + issues = {q['id']: validate_case(q, oracle) for q in questions if validate_case(q, oracle)} + if issues: + raise RuntimeError(f'Independent source audit failed: {issues}') + dev_profiles = {p for q in dev for p in q['graph']['source_profiles']} + test_profiles = {p for q in holdout for p in q['graph']['source_profiles']} + assert not dev_profiles & test_profiles + write_json(args.output, questions) + write_json(args.artifacts / 'source_audit.json', audit_dataset(questions, oracle, args.output)) + changes = [{'id': old['id'], 'old_bindings': old['graph']['expected_bindings'], + 'new_bindings': new['graph']['expected_bindings'], 'old_should_answer': old['should_answer'], + 'new_should_answer': new['should_answer'], 'source_evidence': new['source_evidence']} + for old, new in zip(previous, dev) if old['graph']['expected_bindings'] != new['graph']['expected_bindings'] + or old['should_answer'] != new['should_answer']] + write_json(args.artifacts / 'source_adjudications.json', {'method': 'Raw heading project/thesis distinction; no answer-output based relabeling.', 'changes': changes}) + partition = {'dev_count': len(dev), 'test_count': len(holdout), 'dev_profiles': sorted(dev_profiles), + 'test_profiles': sorted(test_profiles), 'source_profile_overlap': 0, + 'limitations': ['Only two entirely unseen profiles remain; supplementary holdout has limited category coverage.', + 'The broader v2 independent TEST remains 67/80; v2 cases are now DEV, never fresh TEST.']} + write_json(args.artifacts / 'partition.json', partition) + print(json.dumps({'dev': len(dev), 'test': len(holdout), 'unseen_profiles': len(reserved), + 'source_adjudications': len(changes), 'source_issues': 0}, indent=2)) + + +if __name__ == '__main__': + main() diff --git a/tools/graphrag/evaluation/evaluate_graphrag.py b/tools/graphrag/evaluation/evaluate_graphrag.py index 780b226..30aa4f2 100644 --- a/tools/graphrag/evaluation/evaluate_graphrag.py +++ b/tools/graphrag/evaluation/evaluate_graphrag.py @@ -33,7 +33,7 @@ EVALUATION_DIR = Path( QUESTIONS_PATH = ( EVALUATION_DIR - / "graphrag_questions_v2.json" + / "graphrag_questions_v3.json" ) RESULTS_DIR = ( @@ -59,7 +59,7 @@ def parse_args() -> argparse.Namespace: parser.add_argument( "--output-dir", type=Path, - default=RESULTS_DIR / 'development_v2', + default=RESULTS_DIR / 'development_v3', ) parser.add_argument( diff --git a/tools/graphrag/evaluation/freeze_graphrag.py b/tools/graphrag/evaluation/freeze_graphrag.py index 4a8c2a1..7902079 100644 --- a/tools/graphrag/evaluation/freeze_graphrag.py +++ b/tools/graphrag/evaluation/freeze_graphrag.py @@ -50,7 +50,7 @@ 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) - parser.add_argument('--questions', 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"category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov práce má osoba Samuel Širotník v roku 2098?", + "should_answer": false, + "expected_documents": [ + "pages/students/2018/samuel_sirotnik/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik" + ], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Samuel Širotník" + } + ], + "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/2018/samuel_sirotnik/README.md" + ], + "no_answer_basis": "No academic record for requested year.", + "negative_constraints": { + "year": 2098 + }, + "partition_group": "6dab43ac5890ec764651" + }, + "source_evidence": [ + { + "document_path": "pages/students/2018/samuel_sirotnik/README.md", + "sha256": "cc230ede67b6e8632511c92a5ed6d1e9deb42e70819280222bdfd369ee77fc70", + "field": "closed_world_metadata", + "tags": [ + "raspberrypi", + "cloud" + ], + "categories": [ + "bp2021" + ] + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "fresh-006", + "split": "test", + "category": "person_multiple_categories", + "difficulty": "hard", + "question": "Vypíš všetky kategórie dokumentov osoby Stanislav Matsunych.", + "should_answer": true, + "expected_documents": [ + "pages/students/2017/stanislav_matsunych/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych" + ], + "expected_answer_contains": [ + "Stanislav Matsunych", + "bp2020" + ], + "graph": { + "schema_version": 3, + "task": "person_multiple_categories", + "start_entities": [ + { + "type": "person", + "value": "Stanislav Matsunych" + } + ], + "expected_bindings": [ + { + "person": "Stanislav Matsunych", + "category": "bp2020" + } + ], + "expected_evidence_documents": [ + { + "binding_index": 0, + "role": "category_document", + "any_of": [ + { + "document_path": "pages/students/2017/stanislav_matsunych/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych" + } + ] + } + ], + "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": "Stanislav Matsunych" + }, + { + "type": "category", + "value": "bp2020" + } + ], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2017/stanislav_matsunych/README.md" + ], + "expected_entity_set": [ + "bp2020" + ], + "entity_set_mode": "exact", + "entity_set_field": "category", + "partition_group": "2264f45b5880e987ba89" + }, + "source_evidence": [ + { + "document_path": "pages/students/2017/stanislav_matsunych/README.md", + "sha256": "90ffa11eff4a4360b0252dbc53a116c3a5777b3d5dd86ce5c89c02bdd2051c73", + "field": "taxonomy.category", + "value": "bp2020" + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "fresh-007", + "split": "test", + "category": "document_author_category_multi_hop", + "difficulty": "hard", + "question": "Ktorý autor dokumentu je pri osobe Stanislav Matsunych spojený s kategóriou bp2020?", + "should_answer": true, + "expected_documents": [ + "pages/students/2017/stanislav_matsunych/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych" + ], + "expected_answer_contains": [ + "Stanislav Matsunych", + "bp2020", + "Daniel Hladek" + ], + "graph": { + "schema_version": 3, + "task": "document_author_category_multi_hop", + "start_entities": [ + { + "type": "person", + "value": "Stanislav Matsunych" + } + ], + "expected_bindings": [ + { + "person": "Stanislav Matsunych", + "category": "bp2020", + "document_author": "Daniel Hladek", + "document_path": "pages/students/2017/stanislav_matsunych/README.md", + "same_document": true + } + ], + "expected_evidence_documents": [ + { + "binding_index": 0, + "role": "category_document", + "any_of": [ + { + "document_path": "pages/students/2017/stanislav_matsunych/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych" + } + ] + }, + { + "binding_index": 0, + "role": "author_document", + "any_of": [ + { + "document_path": "pages/students/2017/stanislav_matsunych/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych" + } + ] + } + ], + "expected_path_patterns": [ + { + "binding_index": 0, + "node_kinds": [ + "Person", + "Document", + "Category" + ], + "relationships": [ + "HAS_DOCUMENT", + "IN_CATEGORY" + ] + }, + { + "binding_index": 0, + "node_kinds": [ + "Person", + "Document", + "DocumentAuthor" + ], + "relationships": [ + "HAS_DOCUMENT", + "AUTHORED_DOCUMENT" + ] + } + ], + "expected_no_answer": false, + "expected_status": "ok", + "expected_entities": [ + { + "type": "person", + "value": "Stanislav Matsunych" + }, + { + "type": "category", + "value": "bp2020" + }, + { + "type": "document_author", + "value": "Daniel Hladek" + } + ], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2017/stanislav_matsunych/README.md" + ], + "partition_group": "53c33c7ec7d0d57fb15e" + }, + "source_evidence": [ + { + "document_path": "pages/students/2017/stanislav_matsunych/README.md", + "sha256": "90ffa11eff4a4360b0252dbc53a116c3a5777b3d5dd86ce5c89c02bdd2051c73", + "field": "taxonomy.category", + "value": "bp2020" + }, + { + "document_path": "pages/students/2017/stanislav_matsunych/README.md", + "sha256": "90ffa11eff4a4360b0252dbc53a116c3a5777b3d5dd86ce5c89c02bdd2051c73", + "field": "taxonomy.author", + "value": "Daniel Hladek" + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "fresh-008", + "split": "test", + "category": "person_start_year", + "difficulty": "hard", + "question": "Aký rok začiatku štúdia je uvedený pri osobe Stanislav Matsunych?", + "should_answer": true, + "expected_documents": [ + "pages/students/2017/stanislav_matsunych/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych" + ], + "expected_answer_contains": [ + "Stanislav Matsunych", + "2017" + ], + "graph": { + "schema_version": 3, + "task": "person_start_year", + "start_entities": [ + { + "type": "person", + "value": "Stanislav Matsunych" + } + ], + "expected_bindings": [ + { + "person": "Stanislav Matsunych", + "start_year": 2017 + } + ], + "expected_evidence_documents": [ + { + "binding_index": 0, + "role": "person_document", + "any_of": [ + { + "document_path": "pages/students/2017/stanislav_matsunych/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych" + } + ] + } + ], + "expected_path_patterns": [], + "expected_no_answer": false, + "expected_status": "ok", + "expected_entities": [ + { + "type": "person", + "value": "Stanislav Matsunych" + }, + { + "type": "start_year", + "value": "2017" + } + ], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2017/stanislav_matsunych/README.md" + ], + "partition_group": "eb922da162599dd21b3c" + }, + "source_evidence": [ + { + "document_path": "pages/students/2017/stanislav_matsunych/README.md", + "sha256": "90ffa11eff4a4360b0252dbc53a116c3a5777b3d5dd86ce5c89c02bdd2051c73", + "field": "start_year", + "value": 2017 + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "fresh-009", + "split": "test", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov práce má osoba Stanislav Matsunych, ak jej dokument obsahuje kľúčové slovo nenajdenyoverovacitag?", + "should_answer": false, + "expected_documents": [ + "pages/students/2017/stanislav_matsunych/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych" + ], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Stanislav Matsunych" + } + ], + "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/2017/stanislav_matsunych/README.md" + ], + "no_answer_basis": "Tag absent from raw frontmatter.", + "negative_constraints": { + "keyword": "nenajdenyoverovacitag" + }, + "partition_group": "2e8b19f323797a1cc02b" + }, + "source_evidence": [ + { + "document_path": "pages/students/2017/stanislav_matsunych/README.md", + "sha256": "90ffa11eff4a4360b0252dbc53a116c3a5777b3d5dd86ce5c89c02bdd2051c73", + "field": "closed_world_metadata", + "tags": [ + "nn", + "lm", + "nlp" + ], + "categories": [ + "bp2020" + ] + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "fresh-010", + "split": "test", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov práce má osoba Stanislav Matsunych v roku 2098?", + "should_answer": false, + "expected_documents": [ + "pages/students/2017/stanislav_matsunych/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych" + ], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Stanislav Matsunych" + } + ], + "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/2017/stanislav_matsunych/README.md" + ], + "no_answer_basis": "No academic record for requested year.", + "negative_constraints": { + "year": 2098 + }, + "partition_group": "546dbbe99c3337517c72" + }, + "source_evidence": [ + { + "document_path": "pages/students/2017/stanislav_matsunych/README.md", + "sha256": "90ffa11eff4a4360b0252dbc53a116c3a5777b3d5dd86ce5c89c02bdd2051c73", + "field": "closed_world_metadata", + "tags": [ + "nn", + "lm", + "nlp" + ], + "categories": [ + "bp2020" + ] + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "fresh-011", + "split": "test", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov diplomovej práce má osoba Diana Neznáma Overovacia?", + "should_answer": false, + "expected_documents": [], + "expected_source_urls": [], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Diana Neznáma Overovacia" + } + ], + "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": "No profile with requested full name.", + "negative_constraints": { + "unknown_person": "Diana Neznáma Overovacia" + }, + "partition_group": "b0d421dc93b08c3c6e49" + }, + "source_evidence": [], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "fresh-012", + "split": "test", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov diplomovej práce má osoba Milan Neprítomný Vzorový?", + "should_answer": false, + "expected_documents": [], + "expected_source_urls": [], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Milan Neprítomný Vzorový" + } + ], + "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": "No profile with requested full name.", + "negative_constraints": { + "unknown_person": "Milan Neprítomný Vzorový" + }, + "partition_group": "8d20ec97288d1047884b" + }, + "source_evidence": [], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "fresh-013", + "split": "test", + "category": "candidate_set_aggregation", + "difficulty": "hard", + "question": "Z kandidátov Samuel Širotník, Stanislav Matsunych vyber osoby s prácou v roku 2098. Koľko ich je?", + "should_answer": true, + "expected_documents": [ + "pages/students/2017/stanislav_matsunych/README.md", + "pages/students/2018/samuel_sirotnik/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych", + "https://zp.kemt.fei.tuke.sk/students/2018/samuel_sirotnik" + ], + "expected_answer_contains": [ + "0" + ], + "graph": { + "schema_version": 3, + "task": "candidate_set_aggregation", + "start_entities": [ + { + "type": "person", + "value": "Samuel Širotník" + }, + { + "type": "person", + "value": "Stanislav Matsunych" + } + ], + "expected_bindings": [], + "expected_evidence_documents": [], + "expected_path_patterns": [], + "expected_no_answer": false, + "expected_status": "ok", + "expected_entities": [], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2017/stanislav_matsunych/README.md", + "pages/students/2018/samuel_sirotnik/README.md" + ], + "expected_entity_set": [], + "entity_set_mode": "exact", + "entity_set_field": "person", + "expected_count": 0, + "partition_group": "f0b2c27ca6143de8876a" + }, + "source_evidence": [], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + } +] diff --git a/tools/graphrag/evaluation/results/final_v3_2026-10-25/REPORT.md b/tools/graphrag/evaluation/results/final_v3_2026-10-25/REPORT.md new file mode 100644 index 0000000..1f93813 --- /dev/null +++ b/tools/graphrag/evaluation/results/final_v3_2026-10-25/REPORT.md @@ -0,0 +1,64 @@ +# GraphRAG: finálna opravená verzia v3 — 25. 10. 2026 + +Upravovalo sa grafové vyhľadávanie a jeho evaluácia. Klasický RAG backend, SQLite index a jeho zmrazené odpovede zostali zachované. + +## Výsledky a ich význam + +| Meranie | Strict | Úspešnosť | Runtime chyby | Priemer | Medián | p95 | +|---|---:|---:|---:|---:|---:|---:| +| DEV/regresia v3 | 589/589 | 100.00 % | 0 | 41.53 ms | 40.42 ms | 56.27 ms | +| Doplnkový nový TEST v3 | 13/13 | 100.00 % | 0 | 54.83 ms | 43.19 ms | 109.37 ms | +| Širší nezávislý TEST v2 pred finálnymi opravami | 67/80 | 83.75 % | 0 | 46.29 ms | 37.56 ms | 54.18 ms | + +**13/13 nie je dôkaz 100 % správnosti celého programu.** Posledný holdout používa len dva zvyšné doteraz nepoužité profily. Obsahuje kategórie, autora dokumentu, začiatok štúdia, nulový počet a negatívne prípady. Nemá reprezentatívne pokrytie všetkých deviatich kladných reasoning kategórií. Najširšie nezávislé meranie v tejto iterácii je stále zaznamenané v2 67/80; po zistení chýb sa tieto otázky stali DEV/regresiou. + +Všetky pôvodné prípady ostali zachované: DEV v3 obsahuje celý súbor 589 už vystavených otázok z v2 vrátane negatívnych otázok a nulového počtu. Nedochádza k vynechávaniu neúspešných prípadov. Starý TEST sa po oprave nevydáva za nový nezávislý TEST. Latencie merajú samotné grafové vyhľadávanie, bez LLM a OpenWebUI. + +## Opravy benchmarku a referenčných údajov + +- Pôvodný súbor 500 otázok a výsledky v1 zostali nezmenené; pôvodný v1 je reprodukovateľný z tagu `classic-rag-e5-small-frozen` pre RAG a `graphrag-v1-frozen` pre grafovú verziu. +- 128 otázok malo nepodložený predpoklad o doslovnom frontmatter tagu. Ich opravená anotácia vyžaduje explicitné `no_answer`, dôvod a neprítomnosť kladného vymysleného faktu. Audit sám nepripočítava úspech; hodnotí sa skutočný výsledok vyhľadávania. +- 9 otázok má opravenú presnú množinu kategórií vrátane poddokumentov. +- Oracle číta pôvodné Markdown súbory, YAML metadata, akademické nadpisy a označené názvy. Nepoužíva GraphRAG builder ani výsledky retrievalu ako zdroj odpovedí. Proveniencia obsahuje cesty, SHA-256, zdrojové riadky a základ určenia roku. +- Pri v2 sa odhalila ďalšia chyba anotácie: názov pod `Bakalársky projekt 2020` sa nesmie premeniť na názov záverečnej práce 2021 len podľa kategórie `bp2021`. Opravené je rozlíšenie projektu a práce v oboch nezávislých parseroch. Záznam všetkých 24 zmien/rozšírení väzieb, vrátane štyroch nových opráv kladného predpokladu na záporný, je v `../v3_preparation/source_adjudications.json`. +- Zdrojové validátory hlásia 0 zostávajúcich nesúladov. Ide o pravidlovú kontrolu s dohľadateľným zdrojom, nie záruku bezchybnej ľudskej anotácie celého korpusu. + +## Vyhľadávanie a evaluator + +Celé mená sa porovnávajú v súvislom poradí s kontrolovaným skloňovaním. Presná zhoda má prednosť; neznáme celé aj jednoslovné meno alebo neznámy kandidát nezruší obmedzenie na osoby. Rovnomenné profily vedú k `ambiguous`. Rola autora dokumentu sa rozlišuje od opisovaného študenta. + +Tag sa číta ako celý požadovaný výraz vrátane formulácie pred menami. Neznámy viacslovný tag sa neskracuje na známy prefix. Výsledky majú stav, dôvod, kontrolované entity a dôkazy zamietnutia. + +Evaluator skladá typovaný graf dôkazov z konkrétnych ciest a kontraktov pripravených Cypher dotazov. Kontroluje osobu, konkrétnu prácu, hodnotu jej roku/názvu, správnu reláciu, kategóriu a autora toho istého dokumentu, presnú množinu a počet. Odmieta zmiešanie rôznych osôb/prác a protichodných vlastností rovnakého uzla. Začiatok štúdia sa neráta ako rok práce. Štruktúrované vzory ciest sú skutočne overované. Alternatívne dokumenty dokazujúce rovnaký fakt sa hodnotia ako alternatívy a kontroluje sa URL konkrétneho dôkazu. + +Builder navyše rozpoznáva `Vedecký projekt` a `Bakalársky projekt`; akademický rozsah `2023/24` sa rozlišuje podľa jeho rokov a podporujúcej kategórie. Graf bol pred obnovou zálohovaný. + +## Testy a zmrazenie + +Celý projekt: **430 passed, 4 skipped**, vrátane desiatich skutočných Neo4j prípadov v izolovaných rollback transakciách. Nové testy cielia aj úmyselne nesprávne výsledky a záporné prípady, nie iba kladné ukážky. + +Pred TESTom v3 bol celý DEV úspešný a vznikol `../../frozen_v3.json`. Manifest overuje kód, dataset, pôvodný Markdown, JSON vstupy, graf, audit a parametre. Kontroluje nulový prekryv profilov DEV/TEST. Existujúce manifesty a finálne výsledky sú chránené pred prepísaním. Po TESTe v3 sa Python kód ani dataset nemenili. + +| Kategória | DEV v3 strict | TEST v3 strict | +|---|---:|---:| +| `candidate_set_aggregation` | 25/25 | 1/1 | +| `conjunctive_disambiguation` | 28/28 | nepokryté | +| `document_author_category_multi_hop` | 68/68 | 2/2 | +| `negative_lookup` | 16/16 | 6/6 | +| `person_keyword_title` | 88/88 | nepokryté | +| `person_multiple_categories` | 38/38 | 2/2 | +| `person_title_year` | 88/88 | nepokryté | +| `same_academic_year_pair` | 108/108 | nepokryté | +| `same_start_year_pair` | 68/68 | nepokryté | +| `shared_keyword_pair` | 62/62 | nepokryté | +| `person_start_year` | samostatné jednotkové pokrytie | 2/2 | + +## Zostávajúce obmedzenia + +- Na silný všeobecný odhad presnosti treba ďalší nezávislý súbor otázok/dát od človeka alebo nový korpus. Opakované dolaďovanie na už odhalenom TESTe by z neho urobilo DEV. +- Riešenie používa pravidlá pre slovenské formulácie a kontrolované skloňovanie; nepokrýva ľubovoľné preklepy a všetky možné otázky. +- Pri nejednoznačných rovnomenných profiloch sa bezpečne odmieta výber. Všeobecné počítanie iných domén a univerzálny prienik pre ľubovoľný počet ľudí nie sú týmto benchmarkom garantované. +- Ide o retrieval vrstvu. GraphRAG ešte nie je kompletný OpenWebUI agent a toto meranie nehodnotí kvalitu odpovedí LLM. +- V1, v2 a v3 majú rôzne benchmarky a prísnosť evaluatora. Ich percentá nemožno bez kontrolovaného experimentu priamo odčítať ako zlepšenie modelu. + +Zadané chyby bodu 3 sú opravené a meranie aktuálnej verzie uzavreté s uvedenými limitmi. Nasleduje integrácia nástroja a neskôr reprezentatívne porovnanie RAG/GraphRAG. diff --git a/tools/graphrag/evaluation/results/final_v3_2026-10-25/graphrag_dev.csv b/tools/graphrag/evaluation/results/final_v3_2026-10-25/graphrag_dev.csv new file mode 100644 index 0000000..92da4c5 --- /dev/null +++ b/tools/graphrag/evaluation/results/final_v3_2026-10-25/graphrag_dev.csv @@ -0,0 +1,590 @@ +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,,,g0001,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.046052,,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""]","[""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""]","[""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:718""}, {""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:152""}]}, {""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:714""}, {""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:152""}]}]" +True,True,True,1.0,True,1.0,True,,,g0002,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038203,,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""]","[""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""]","[""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:718""}, {""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:152""}]}, {""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:714""}, {""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:152""}]}]" +True,True,True,1.0,True,1.0,True,,,g0003,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040761,,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""]","[""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""]","[""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:718""}, {""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:152""}]}, {""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:738""}, {""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:152""}]}]" +True,True,True,1.0,True,1.0,True,,,g0004,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038502,,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""]","[""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""]","[""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:718""}, {""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:152""}]}, {""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:738""}, {""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:152""}]}]" +True,True,True,1.0,True,1.0,True,,,g0005,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040376,,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""]","[""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""]","[""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:718""}, {""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:152""}]}, {""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:734""}, {""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:152""}]}]" +True,True,True,1.0,True,1.0,True,,,g0006,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037536,,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""]","[""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""]","[""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:718""}, {""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:152""}]}, {""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:734""}, {""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:152""}]}]" +True,True,True,1.0,True,1.0,True,,,g0007,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041261,,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""]","[""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""]","[""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:714""}, {""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:152""}]}, {""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:738""}, {""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:152""}]}]" +True,True,True,1.0,True,1.0,True,,,g0008,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037273,,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""]","[""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""]","[""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:714""}, {""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:152""}]}, {""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:738""}, {""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:152""}]}]" +True,True,True,1.0,True,1.0,True,,,g0009,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042309,,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""]","[""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""]","[""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:714""}, {""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:152""}]}, {""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:734""}, {""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:152""}]}]" +True,True,True,1.0,True,1.0,True,,,g0010,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039217,,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""]","[""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""]","[""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:714""}, {""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:152""}]}, {""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:734""}, {""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:152""}]}]" +True,True,True,1.0,True,1.0,True,,,g0011,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041019,,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""]","[""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""]","[""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:738""}, {""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:152""}]}, {""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:734""}, {""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:152""}]}]" +True,True,True,1.0,True,1.0,True,,,g0012,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037688,,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""]","[""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""]","[""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:738""}, {""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:152""}]}, {""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:734""}, {""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:152""}]}]" +True,True,True,1.0,True,1.0,True,,,g0013,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039108,,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""]","[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0014,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035387,,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""]","[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0015,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039003,,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""]","[""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,,,g0016,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035635,,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""]","[""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,,,g0017,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.043121,,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""]","[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0018,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040678,,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""]","[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0019,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042778,,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""]","[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0020,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038042,,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""]","[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0021,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041542,,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""]","[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0022,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040985,,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""]","[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0023,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042027,,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""]","[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0024,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037834,,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""]","[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0025,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039495,,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,,,g0026,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.061696,,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,,,g0027,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.056207,,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,,,g0028,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035445,,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,,,g0029,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039585,,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,,,g0030,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035537,,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,,,g0031,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040086,,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,,,g0032,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03586,,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,,,g0033,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042011,,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,,,g0034,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.0372,,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,,,g0035,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039894,,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,,,g0036,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036807,,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,,,g0037,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040998,,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""]","[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0038,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037989,,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""]","[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0039,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042835,,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,,,g0040,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040444,,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,,,g0041,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041576,,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:767""}, {""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:147""}]}, {""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:762""}, {""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:147""}]}]" +True,True,True,1.0,True,1.0,True,,,g0042,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037865,,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:767""}, {""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:147""}]}, {""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:762""}, {""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:147""}]}]" +True,True,True,1.0,True,1.0,True,,,g0043,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041421,,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,,,g0044,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036637,,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,,,g0045,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041668,,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,,,g0046,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042572,,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,,,g0047,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.043996,,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,,,g0048,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036525,,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,,,g0049,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042479,,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,,,g0050,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038743,,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,,,g0051,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041388,,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,,,g0052,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038017,,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,,,g0053,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042973,,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"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Rostyslav Rodzhuk"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:774""}, {""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"": ""agent"", ""id"": ""agent"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:98""}]}, {""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:775""}, {""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:98""}]}]" +True,True,True,1.0,True,1.0,True,,,g0054,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038733,,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"", ""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"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Rostyslav Rodzhuk"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:774""}, {""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"": ""agent"", ""id"": ""agent"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:98""}]}, {""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:775""}, {""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:98""}]}]" +True,True,True,1.0,True,1.0,True,,,g0055,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.043645,,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 Zalacko""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2021/martin_sarissky/README.md"", ""pages/students/2023/ronald_zalacko/README.md""]","[""pages/students/2021/martin_sarissky/README.md"", ""pages/students/2023/ronald_zalacko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky"", ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/martin_sarissky"", ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""academic_year_comparison"", ""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]","[{""binding"": {""person"": ""Martin Šarišský"", ""year"": 2026}, ""matched"": true}, {""binding"": {""person"": ""Ronald Zalacko"", ""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:752"", ""name"": ""Martin Šarišský"", ""source_document"": ""pages/students/2021/martin_sarissky/README.md"", ""id"": ""person:pages/students/2021/martin_sarissky/README.md""}, {""kind"": ""Thesis"", ""year"": 2026, ""heading"": ""Diplomová práca 2026"", ""thesis_type_label"": ""Diplomová práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:211"", ""title"": ""Agentové systémy pomocou veľkého jazykového modelu"", ""thesis_type"": ""diploma_thesis"", ""name"": ""Agentové systémy pomocou veľkého jazykového modelu"", ""source_document"": ""pages/students/2021/martin_sarissky/README.md"", ""id"": ""thesis:pages/students/2021/martin_sarissky/README.md:diplomova-praca-2026"", ""person"": ""Martin Šarišský"", ""document_path"": ""pages/students/2021/martin_sarissky/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:20"", ""title"": ""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:773"", ""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:644"", ""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:41"", ""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,,,g0056,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.044257,,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"", 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""title"": ""Model Spacy pre spracovanie prirodzeného jazyka v slovenčine"", ""thesis_type"": ""bachelor_thesis"", ""name"": ""Model Spacy pre spracovanie prirodzeného jazyka v slovenčine"", ""source_document"": ""pages/students/2019/kristian_sopkovic/README.md"", ""id"": ""thesis:pages/students/2019/kristian_sopkovic/README.md:bakalarska-praca-2022"", ""person"": ""Kristián Sopkovič"", ""document_path"": ""pages/students/2019/kristian_sopkovic/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:835"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0154,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03942,,Aký rok práce spája osoby Ján Malinovský a Maksym Zatirka?,"[""Ján Malinovský"", ""2026"", ""Maksym 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""2022"", ""Tetiana Mohorian""]",[],[],"[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak"", ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak"", ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Ján Pták"", ""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 Pták"", ""element_id"": 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Poiasnik""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Ján Malinovský"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Oleh Poiasnik"", ""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"": 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""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:763"", ""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""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Vasiľ"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:764"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0160,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039227,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Samuel Džurina a Yevhenii Medushivskyi?,"[""Samuel Džurina"", ""2023"", ""Yevhenii Medushivskyi""]","[""Samuel Džurina"", ""2023"", 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""name"": ""Samuel Džurina"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:775"", ""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""}]}, {""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:777"", ""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,,,g0161,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.045898,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Oleksandr Dorybohov a Ronald Zalacko?,"[""Oleksandr 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[""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Dorybohov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:772"", ""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"": ""Ronald Zalacko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:773"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0162,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039405,,Aký spoločný rok začiatku štúdia majú podľa 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""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Pták"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:762"", ""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""}]}, {""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:767"", ""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,,,g0163,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042939,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Rostyslav Rodzhuk a Simona 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+True,True,True,1.0,True,1.0,True,,,g0164,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.043725,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Simona Bobrovčanová a Yevhenii Medushivskyi?,"[""Simona Bobrovčanová"", ""2023"", ""Yevhenii Medushivskyi""]","[""Simona Bobrovčanová"", ""2023"", ""Yevhenii Medushivskyi""]",[],[],"[""pages/students/2023/simona_bobrovcanova/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2023/simona_bobrovcanova/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": 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""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,,,g0165,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.043185,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Matej Novotný a Matej Ščišľak?,"[""Matej Novotný"", ""2021"", ""Matej Ščišľak""]","[""Matej Novotný"", ""2021"", ""Matej Ščišľak""]",[],[],"[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2021/matej_scislak/README.md""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2021/matej_scislak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", 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""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,,,g0166,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.044542,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Andrii Pervashov a Vladyslav Yanchenko?,"[""Andrii Pervashov"", ""2022"", ""Vladyslav Yanchenko""]","[""Andrii Pervashov"", ""2022"", ""Vladyslav Yanchenko""]",[],[],"[""pages/students/2022/andrii_pervashov/README.md"", ""pages/students/2022/vladyslav_yanchenko/README.md""]","[""pages/students/2022/andrii_pervashov/README.md"", ""pages/students/2022/vladyslav_yanchenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""]","[""person_start_year"", 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{""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:777"", ""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,,,g0168,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038952,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Jakub Maruniak a Ján 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"": ""Person"", ""name"": ""Jakub Maruniak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:714"", ""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""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Holp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:715"", ""start_year"": 2016}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jan_holp/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""}]}]" +True,True,True,1.0,True,1.0,True,,,g0169,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039236,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Oleh Poiasnik a Vladyslav Yanchenko?,"[""Oleh Poiasnik"", ""2022"", ""Vladyslav Yanchenko""]","[""Oleh Poiasnik"", ""2022"", ""Vladyslav Yanchenko""]",[],[],"[""pages/students/2022/oleh_poiasnik/README.md"", ""pages/students/2022/vladyslav_yanchenko/README.md""]","[""pages/students/2022/oleh_poiasnik/README.md"", 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""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""}]}, {""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:768"", ""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,,,g0170,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041063,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Maksym Zatirka a Oleksandr Dorybohov?,"[""Maksym Zatirka"", ""2023"", ""Oleksandr Dorybohov""]","[""Maksym Zatirka"", ""2023"", ""Oleksandr Dorybohov""]",[],[],"[""pages/students/2023/maksym_zatirka/README.md"", 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""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/maksym_zatirka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Dorybohov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:772"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0171,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040752,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Ján Malinovský a Samuel Vasiľ?,"[""Ján Malinovský"", ""2022"", ""Samuel Vasiľ""]","[""Ján Malinovský"", ""2022"", ""Samuel Vasiľ""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Ján Malinovský"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Samuel Vasiľ"", ""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:761"", ""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"": ""Samuel Vasiľ"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:764"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0172,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042663,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Rostyslav Rodzhuk a Samuel Džurina?,"[""Rostyslav Rodzhuk"", ""2023"", ""Samuel Džurina""]","[""Rostyslav Rodzhuk"", ""2023"", 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Zatirka""]","[""Denis Le Thanh"", ""2023"", ""Maksym Zatirka""]",[],[],"[""pages/students/2023/denis_le_thanh/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""pages/students/2023/denis_le_thanh/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Denis Le Thanh"", ""start_year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Maksym Zatirka"", ""start_year"": 2023}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", 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Mohorian""]","[""Daniil Huzenko"", ""2022"", ""Tetiana Mohorian""]",[],[],"[""pages/students/2022/daniil_huzenko/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""pages/students/2022/daniil_huzenko/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Daniil Huzenko"", ""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"": 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""2023"", ""Ronald Zalacko""]","[""Maksym Zatirka"", ""2023"", ""Ronald Zalacko""]",[],[],"[""pages/students/2023/maksym_zatirka/README.md"", ""pages/students/2023/ronald_zalacko/README.md""]","[""pages/students/2023/maksym_zatirka/README.md"", ""pages/students/2023/ronald_zalacko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka"", ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka"", ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Maksym Zatirka"", ""start_year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Ronald Zalacko"", ""start_year"": 2023}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maksym Zatirka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:771"", ""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/maksym_zatirka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ronald Zalacko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:773"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0176,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.047188,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Denis Le Thanh a Oleksandr Dorybohov?,"[""Denis Le Thanh"", ""2023"", ""Oleksandr Dorybohov""]","[""Denis Le Thanh"", ""2023"", ""Oleksandr Dorybohov""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Denis Le Thanh"", ""start_year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Oleksandr Dorybohov"", ""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:770"", ""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"": ""Oleksandr Dorybohov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:772"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0177,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042332,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Daniil Huzenko a Ján Pták?,"[""Daniil Huzenko"", ""2022"", ""Ján Pták""]","[""Daniil Huzenko"", ""2022"", ""Ján Pták""]",[],[],"[""pages/students/2022/daniil_huzenko/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""pages/students/2022/daniil_huzenko/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Daniil Huzenko"", ""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"": ""Daniil Huzenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:759"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/daniil_huzenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko""}]}, {""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:762"", ""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,,,g0178,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041547,,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"", ""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Andrii Pervashov"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Oleh Poiasnik"", ""start_year"": 2022}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Andrii Pervashov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:758"", ""start_year"": 2022}, {""kind"": ""Document"", ""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"": ""Oleh Poiasnik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:763"", ""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,,,g0179,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041146,,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"", ""pages/students/2022/vladyslav_yanchenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"", ""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Ján Malinovský"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Vladyslav Yanchenko"", ""start_year"": 2022}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], 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""https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky""}]}]" +True,True,True,1.0,True,1.0,True,,,g0182,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040748,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Daniil Huzenko a Valerii Kutsenko?,"[""Daniil Huzenko"", ""2022"", ""Valerii Kutsenko""]","[""Daniil Huzenko"", ""2022"", ""Valerii Kutsenko""]",[],[],"[""pages/students/2022/daniil_huzenko/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/daniil_huzenko/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": 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""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""}]}]" +True,True,True,1.0,True,1.0,True,,,g0183,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041256,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Dárius Lindvai a Lukáš Pokrývka?,"[""Dárius 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"": 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""pages/students/2016/lukas_pokryvka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka""}]}]" +True,True,True,1.0,True,1.0,True,,,g0184,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039029,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Eduard Matovka a Martin 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"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Eduard Matovka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:750"", ""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"": ""Martin Šarišský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:752"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0185,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.052333,,Aký spoločný rok začiatku štúdia majú podľa ZP 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"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Novotný"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:753"", ""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"": ""Vladimír Ferko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:757"", ""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,,,g0186,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039353,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki 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"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Džurina"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:775"", ""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""}]}, {""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:776"", ""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,,,g0187,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038311,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Andrii Pervashov a Samuel Vasiľ?,"[""Andrii Pervashov"", ""2022"", ""Samuel Vasiľ""]","[""Andrii Pervashov"", ""2022"", ""Samuel Vasiľ""]",[],[],"[""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"", 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""name"": ""Samuel Vasiľ"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:764"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0188,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040371,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Matej Ščišľak a Vladimír Ferko?,"[""Matej Ščišľak"", ""2021"", ""Vladimír Ferko""]","[""Matej Ščišľak"", ""2021"", ""Vladimír Ferko""]",[],[],"[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"", ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"", 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""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Valerii Kutsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:767"", ""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,,,g0190,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041364,,Cez ktorý rok začiatku štúdia sú prepojené osoby Ján Pták a Tetiana Mohorian?,"[""Ján Pták"", ""2022"", ""Tetiana Mohorian""]","[""Ján Pták"", ""2022"", ""Tetiana Mohorian""]",[],[],"[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak"", 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[""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Tetiana Mohorian"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:766"", ""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,,,g0191,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039539,,Cez ktorý rok začiatku štúdia sú prepojené osoby Denis Le Thanh a Ronald Zalacko?,"[""Denis Le Thanh"", ""2023"", ""Ronald Zalacko""]","[""Denis Le Thanh"", ""2023"", ""Ronald Zalacko""]",[],[],"[""pages/students/2023/denis_le_thanh/README.md"", ""pages/students/2023/ronald_zalacko/README.md""]","[""pages/students/2023/denis_le_thanh/README.md"", ""pages/students/2023/ronald_zalacko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh"", 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""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ronald Zalacko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:773"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0192,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03603,,Cez ktorý rok začiatku štúdia sú prepojené osoby Ján Malinovský a Oleh Poiasnik?,"[""Ján Malinovský"", ""2022"", ""Oleh Poiasnik""]","[""Ján Malinovský"", ""2022"", ""Oleh Poiasnik""]",[],[],"[""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"", 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""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleh Poiasnik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:763"", ""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,,,g0193,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039521,,Cez ktorý rok začiatku štúdia sú prepojené osoby Oleh Poiasnik a Samuel Vasiľ?,"[""Oleh Poiasnik"", ""2022"", ""Samuel Vasiľ""]","[""Oleh Poiasnik"", ""2022"", ""Samuel Vasiľ""]",[],[],"[""pages/students/2022/oleh_poiasnik/README.md"", ""pages/students/2022/samuel_vasil/README.md""]","[""pages/students/2022/oleh_poiasnik/README.md"", ""pages/students/2022/samuel_vasil/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik"", 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""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Samuel Vasiľ"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:764"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0194,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.04175,,Cez ktorý rok začiatku štúdia sú prepojené osoby Samuel Džurina a Yevhenii Medushivskyi?,"[""Samuel Džurina"", ""2023"", ""Yevhenii Medushivskyi""]","[""Samuel Džurina"", ""2023"", ""Yevhenii Medushivskyi""]",[],[],"[""pages/students/2023/samuel_dzurina/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2023/samuel_dzurina/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina"", 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[""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Yevhenii Medushivskyi"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:777"", ""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,,,g0195,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03717,,Cez ktorý rok začiatku štúdia sú prepojené osoby Oleksandr Dorybohov a Ronald Zalacko?,"[""Oleksandr Dorybohov"", ""2023"", ""Ronald Zalacko""]","[""Oleksandr Dorybohov"", ""2023"", ""Ronald Zalacko""]",[],[],"[""pages/students/2023/oleksandr_dorybohov/README.md"", ""pages/students/2023/ronald_zalacko/README.md""]","[""pages/students/2023/oleksandr_dorybohov/README.md"", ""pages/students/2023/ronald_zalacko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov"", ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov"", ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Oleksandr Dorybohov"", ""start_year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Ronald Zalacko"", ""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:772"", ""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"": ""Ronald Zalacko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:773"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0196,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036806,,Cez ktorý rok začiatku štúdia sú prepojené osoby Ján Pták a Valerii Kutsenko?,"[""Ján Pták"", ""2022"", ""Valerii Kutsenko""]","[""Ján Pták"", ""2022"", ""Valerii Kutsenko""]",[],[],"[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/jan_ptak/README.md"", 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""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""}]}, {""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:767"", ""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,,,g0197,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037137,,Cez ktorý rok začiatku štúdia sú prepojené osoby Rostyslav Rodzhuk a Simona Bobrovčanová?,"[""Rostyslav Rodzhuk"", ""2023"", ""Simona Bobrovčanová""]","[""Rostyslav Rodzhuk"", ""2023"", ""Simona Bobrovčanová""]",[],[],"[""pages/students/2023/rostyslav_rodzhuk/README.md"", 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2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/rostyslav_rodzhuk/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""}]}, {""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:776"", ""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,,,g0198,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037519,,Cez ktorý rok začiatku štúdia sú prepojené osoby Simona Bobrovčanová a Yevhenii Medushivskyi?,"[""Simona Bobrovčanová"", ""2023"", ""Yevhenii Medushivskyi""]","[""Simona Bobrovčanová"", ""2023"", ""Yevhenii Medushivskyi""]",[],[],"[""pages/students/2023/simona_bobrovcanova/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2023/simona_bobrovcanova/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Simona Bobrovčanová"", ""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"": ""Simona Bobrovčanová"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:776"", ""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""}]}, {""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:777"", ""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,,,g0199,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036473,,Cez ktorý rok začiatku štúdia sú prepojené osoby Matej Novotný a Matej Ščišľak?,"[""Matej Novotný"", ""2021"", ""Matej Ščišľak""]","[""Matej Novotný"", ""2021"", ""Matej Ščišľak""]",[],[],"[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2021/matej_scislak/README.md""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2021/matej_scislak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny"", ""https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Matej Novotný"", ""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"": ""Matej Novotný"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:753"", ""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"": ""Matej Ščišľak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:754"", ""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,,,g0200,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037297,,Cez ktorý rok začiatku štúdia sú prepojené osoby Andrii Pervashov a Vladyslav Yanchenko?,"[""Andrii Pervashov"", ""2022"", ""Vladyslav Yanchenko""]","[""Andrii 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""name"": ""Andrii Pervashov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:758"", ""start_year"": 2022}, {""kind"": ""Document"", ""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"": ""Vladyslav Yanchenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:768"", ""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,,,g0201,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037634,,Cez ktorý rok začiatku štúdia sú prepojené osoby Rostyslav Rodzhuk a Yevhenii Medushivskyi?,"[""Rostyslav Rodzhuk"", ""2023"", ""Yevhenii Medushivskyi""]","[""Rostyslav Rodzhuk"", ""2023"", ""Yevhenii Medushivskyi""]",[],[],"[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Rostyslav Rodzhuk"", ""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"": ""Rostyslav Rodzhuk"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:774"", ""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/rostyslav_rodzhuk/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""}]}, {""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:777"", ""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,,,g0202,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037262,,Cez ktorý rok začiatku štúdia sú prepojené osoby Jakub Maruniak a Ján 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""]","[""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"": ""Person"", ""name"": ""Jakub Maruniak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:714"", ""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""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Holp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:715"", ""start_year"": 2016}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jan_holp/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""}]}]" +True,True,True,1.0,True,1.0,True,,,g0203,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.04098,,Cez ktorý rok začiatku štúdia sú prepojené osoby Oleh Poiasnik a Vladyslav Yanchenko?,"[""Oleh Poiasnik"", ""2022"", ""Vladyslav Yanchenko""]","[""Oleh Poiasnik"", ""2022"", ""Vladyslav Yanchenko""]",[],[],"[""pages/students/2022/oleh_poiasnik/README.md"", ""pages/students/2022/vladyslav_yanchenko/README.md""]","[""pages/students/2022/oleh_poiasnik/README.md"", ""pages/students/2022/vladyslav_yanchenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik"", ""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik"", ""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Oleh Poiasnik"", ""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"": ""Oleh Poiasnik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:763"", ""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""}]}, {""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:768"", ""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,,,g0204,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038737,,Cez ktorý rok začiatku štúdia sú prepojené osoby Maksym Zatirka a Oleksandr Dorybohov?,"[""Maksym Zatirka"", ""2023"", ""Oleksandr Dorybohov""]","[""Maksym Zatirka"", ""2023"", ""Oleksandr Dorybohov""]",[],[],"[""pages/students/2023/maksym_zatirka/README.md"", ""pages/students/2023/oleksandr_dorybohov/README.md""]","[""pages/students/2023/maksym_zatirka/README.md"", ""pages/students/2023/oleksandr_dorybohov/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka"", ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""]","[""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka"", ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Maksym Zatirka"", ""start_year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Oleksandr Dorybohov"", ""start_year"": 2023}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maksym Zatirka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:771"", ""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/maksym_zatirka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Dorybohov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:772"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0205,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036253,,Cez ktorý rok začiatku štúdia sú prepojené osoby Ján Malinovský a Samuel Vasiľ?,"[""Ján Malinovský"", ""2022"", ""Samuel Vasiľ""]","[""Ján Malinovský"", ""2022"", ""Samuel Vasiľ""]",[],[],"[""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""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Ján Malinovský"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Samuel Vasiľ"", ""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:761"", ""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"": ""Samuel Vasiľ"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:764"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0206,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036631,,Cez ktorý rok začiatku štúdia sú prepojené osoby Rostyslav Rodzhuk a Samuel Džurina?,"[""Rostyslav Rodzhuk"", ""2023"", ""Samuel Džurina""]","[""Rostyslav Rodzhuk"", ""2023"", ""Samuel Džurina""]",[],[],"[""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""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Rostyslav Rodzhuk"", ""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"": ""Rostyslav Rodzhuk"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:774"", ""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/rostyslav_rodzhuk/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""}]}, {""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:775"", ""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,,,g0207,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035985,,Cez ktorý rok začiatku štúdia sú prepojené osoby Denis Le Thanh a Maksym Zatirka?,"[""Denis Le Thanh"", ""2023"", ""Maksym Zatirka""]","[""Denis Le Thanh"", ""2023"", ""Maksym Zatirka""]",[],[],"[""pages/students/2023/denis_le_thanh/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""pages/students/2023/denis_le_thanh/README.md"", ""pages/students/2023/maksym_zatirka/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh"", ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Denis Le Thanh"", ""start_year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Maksym Zatirka"", ""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:770"", ""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"": ""Maksym Zatirka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:771"", ""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/maksym_zatirka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""}]}]" +True,True,True,1.0,True,1.0,True,,,g0208,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038204,,Cez ktorý rok začiatku štúdia sú prepojené osoby Daniil Huzenko a Tetiana Mohorian?,"[""Daniil Huzenko"", ""2022"", ""Tetiana Mohorian""]","[""Daniil Huzenko"", ""2022"", ""Tetiana Mohorian""]",[],[],"[""pages/students/2022/daniil_huzenko/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""pages/students/2022/daniil_huzenko/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Daniil Huzenko"", ""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"": ""Daniil Huzenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:759"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/daniil_huzenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko""}]}, {""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:766"", ""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,,,g0209,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.058157,,Cez ktorý rok začiatku štúdia sú prepojené osoby Maksym Zatirka a Ronald Zalacko?,"[""Maksym Zatirka"", ""2023"", ""Ronald Zalacko""]","[""Maksym Zatirka"", ""2023"", ""Ronald Zalacko""]",[],[],"[""pages/students/2023/maksym_zatirka/README.md"", ""pages/students/2023/ronald_zalacko/README.md""]","[""pages/students/2023/maksym_zatirka/README.md"", ""pages/students/2023/ronald_zalacko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka"", ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka"", ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Maksym Zatirka"", ""start_year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Ronald Zalacko"", ""start_year"": 2023}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Maksym Zatirka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:771"", ""start_year"": 2023}, {""kind"": ""Document"", ""path"": ""pages/students/2023/maksym_zatirka/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ronald Zalacko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:773"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0210,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038841,,Cez ktorý rok začiatku štúdia sú prepojené osoby Denis Le Thanh a Oleksandr Dorybohov?,"[""Denis Le Thanh"", ""2023"", ""Oleksandr Dorybohov""]","[""Denis Le Thanh"", ""2023"", ""Oleksandr Dorybohov""]",[],[],"[""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""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Denis Le Thanh"", ""start_year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Oleksandr Dorybohov"", ""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:770"", ""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"": ""Oleksandr Dorybohov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:772"", ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0211,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040154,,Cez ktorý rok začiatku štúdia sú prepojené osoby Daniil Huzenko a Ján Pták?,"[""Daniil Huzenko"", ""2022"", ""Ján Pták""]","[""Daniil Huzenko"", ""2022"", ""Ján Pták""]",[],[],"[""pages/students/2022/daniil_huzenko/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""pages/students/2022/daniil_huzenko/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""]","[""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko"", ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Daniil Huzenko"", ""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"": ""Daniil Huzenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:759"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/daniil_huzenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko""}]}, {""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:762"", ""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,,,g0212,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037838,,Cez ktorý rok začiatku štúdia sú prepojené 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"", ""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov"", ""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Andrii Pervashov"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Oleh Poiasnik"", ""start_year"": 2022}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Andrii Pervashov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:758"", ""start_year"": 2022}, {""kind"": ""Document"", ""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"": ""Oleh Poiasnik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:763"", ""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,,,g0213,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.04613,,Cez ktorý rok začiatku štúdia sú prepojené osoby Ján Malinovský a Vladyslav Yanchenko?,"[""Ján Malinovský"", ""2022"", ""Vladyslav Yanchenko""]","[""Ján Malinovský"", ""2022"", 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""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:761"", ""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"": ""Vladyslav Yanchenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:768"", ""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,,,g0214,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039713,,Cez ktorý rok začiatku štúdia sú prepojené osoby Samuel Vasiľ a Vladyslav Yanchenko?,"[""Samuel Vasiľ"", ""2022"", ""Vladyslav Yanchenko""]","[""Samuel 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""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,,,g0216,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041429,,"Prepoj osobu Alina Vitko s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""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"", ""HAS_WORK""]","[""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"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]","[{""binding"": {""person"": 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""EVIDENCED_BY""]","[""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_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]","[{""binding"": {""person"": ""Andrii Pervashov"", ""academic_kind"": ""Thesis"", ""academic_type"": ""diploma_thesis"", ""year"": 2027, ""title"": ""Prepis reči pre tvorbu štruktúrovaného zdravotného záznamu""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Thesis"", ""Document""], ""relationships"": [""AUTHORED"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2022, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:758"", ""name"": ""Andrii Pervashov"", ""source_document"": ""pages/students/2022/andrii_pervashov/README.md"", ""id"": 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""pages/students/2021/martin_sarissky/README.md"", ""id"": ""thesis:pages/students/2021/martin_sarissky/README.md:diplomova-praca-2026"", ""person"": ""Martin Šarišský"", ""document_path"": ""pages/students/2021/martin_sarissky/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:20"", ""title"": ""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""}]}]" +True,True,True,1.0,True,1.0,True,,,g0257,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03656,,Aký názov práce a aký rok práce sú uvedené pri osobe Matej Novotný?,"[""Matej Novotný"", ""Klasifikácia webových dát pre lepšie jazykové modelovanie"", ""2026""]","[""Matej Novotný"", ""Klasifikácia webových dát pre lepšie jazykové modelovanie"", ""2026""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""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_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]","[{""binding"": {""person"": ""Matej Novotný"", ""academic_kind"": ""Thesis"", ""academic_type"": ""diploma_thesis"", ""year"": 2026, ""title"": ""Klasifikácia webových dát pre lepšie jazykové modelovanie""}, ""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:753"", ""name"": ""Matej Novotný"", ""source_document"": ""pages/students/2021/matej_novotny/README.md"", ""id"": 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obsahuje kľúčové slovo právne dokumenty?",[],[],[],[],"[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0360,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03561,,"Aký je názov práce osoby Maksym Zatirka, ak jej dokument zároveň obsahuje kľúčové slovo slovenské právo?",[],[],[],[],"[""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,,,g0361,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035228,,"Aký je názov práce osoby Michal Stromko, ak jej dokument zároveň obsahuje kľúčové slovo FAISS?",[],[],[],[],"[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0362,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033576,,"Aký je názov práce osoby Alina Vitko, ak jej dokument zároveň obsahuje kľúčové slovo Question Answering?",[],[],[],[],"[""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,,,g0363,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036371,,"Aký je názov práce osoby Oleh Poiasnik, ak jej dokument zároveň obsahuje kľúčové slovo LightRAG?",[],[],[],[],"[""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,,,g0364,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.034863,,"Aký je názov práce osoby Daniil Huzenko, ak jej dokument zároveň obsahuje kľúčové slovo Kubernetes?",[],[],[],[],"[""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,,,g0365,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.04592,,"Aký je názov práce osoby Andrii Pervashov, ak jej dokument zároveň obsahuje kľúčové slovo OpenWebUI?",[],[],[],[],"[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0366,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.054996,,"Aký je názov práce osoby Ondrej Megela, ak jej dokument zároveň obsahuje kľúčové slovo jazykové modelovanie?",[],[],[],[],"[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0367,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038268,,"Aký je názov práce osoby Maksym Zatirka, ak jej dokument zároveň obsahuje kľúčové slovo grafová databáza?",[],[],[],[],"[""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,,,g0368,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.034926,,"Aký je názov práce osoby Daniil Huzenko, ak jej dokument zároveň obsahuje kľúčové slovo Raspberry Pi?",[],[],[],[],"[""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,,,g0369,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035208,,"Aký je názov práce osoby Oleksandr Dorybohov, ak jej dokument zároveň obsahuje kľúčové slovo API?",[],[],[],[],"[""pages/students/2023/oleksandr_dorybohov/README.md""]","[""pages/students/2023/oleksandr_dorybohov/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""]","[""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0370,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03425,,"Aký je názov práce osoby Samuel Vasiľ, ak jej dokument zároveň obsahuje kľúčové slovo OpenWebUI?",[],[],[],[],"[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0371,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035188,,"Aký je názov práce osoby Vladyslav Yanchenko, ak jej dokument zároveň obsahuje kľúčové slovo Azure?",[],[],[],[],"[""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,,,g0372,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033785,,"Aký je názov práce osoby Dmytro Ushatenko, ak jej dokument zároveň obsahuje kľúčové slovo dialógový systém?",[],[],[],[],"[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0373,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033475,,"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,,,g0374,dev,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035227,,"Aký je názov práce osoby Martin Šarišský, ak jej dokument zároveň obsahuje kľúčové slovo DeepEval?",[],[],[],[],"[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0375,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037051,,Ktorý autor dokumentu je pri osobe Michal Stromko spojený s kategóriou bp2022?,"[""Michal Stromko"", ""bp2022"", ""Daniel Hladek""]","[""Michal Stromko"", ""bp2022"", ""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"": ""bp2022"", ""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"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Michal Stromko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:739""}, {""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"": ""bp2022"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:270""}]}, {""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:739""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0376,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040542,,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"", ""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"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Yevhenii Medushivskyi"", ""category"": ""bp2026"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2023/yevhenii_medushivskyi/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 Medushivskyi"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:777""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/yevhenii_medushivskyi/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""}, {""kind"": ""Category"", ""name"": ""bp2026"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:274""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Yevhenii Medushivskyi"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:777""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/yevhenii_medushivskyi/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0377,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033779,,Ktorý autor dokumentu je pri osobe Oleh Poiasnik spojený s kategóriou dp2027?,"[""Oleh Poiasnik"", ""dp2027"", ""Daniel Hladek""]","[""Oleh Poiasnik"", ""dp2027"", ""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"": ""dp2027"", ""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"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleh Poiasnik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:763""}, {""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:281""}]}, {""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:763""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0378,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033618,,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"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Andrii Pervashov"", ""category"": ""bp2025"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2022/andrii_pervashov/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"": ""Andrii Pervashov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:758""}, {""kind"": ""Document"", ""path"": 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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"", ""IN_CATEGORY""]","[""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""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Kristián Sopkovič"", ""category"": ""bp2022"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], 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""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0380,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033617,,Ktorý autor dokumentu je pri osobe Michal Stromko spojený s kategóriou dp2024?,"[""Michal Stromko"", ""dp2024"", ""Daniel Hladek""]","[""Michal Stromko"", ""dp2024"", ""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"": ""dp2024"", ""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"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Michal Stromko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:739""}, {""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:278""}]}, {""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:739""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0381,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033091,,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"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Dominik Nagy"", ""category"": ""bp2019"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/dominik_nagy/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"": ""Dominik Nagy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:712""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/dominik_nagy/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy""}, {""kind"": ""Category"", ""name"": ""bp2019"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:68""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dominik Nagy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:712""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0382,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033231,,Ktorý autor dokumentu je pri osobe Rostyslav Rodzhuk spojený s kategóriou vp2025?,"[""Rostyslav Rodzhuk"", ""vp2025"", ""Daniel Hladek""]","[""Rostyslav Rodzhuk"", ""vp2025"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""]","[""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Rostyslav Rodzhuk"", ""category"": ""vp2025"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2023/rostyslav_rodzhuk/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"": ""Rostyslav Rodzhuk"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:774""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/rostyslav_rodzhuk/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""}, {""kind"": ""Category"", ""name"": ""vp2025"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:79""}]}, {""pattern"": {""binding_index"": 0, ""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:774""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0383,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.032643,,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:733""}, {""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:270""}]}, {""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:733""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0384,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041175,,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:761""}, {""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:281""}]}, {""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:761""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0385,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.052349,,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:708""}, {""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:283""}]}, {""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:708""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0386,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.034984,,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:757""}, {""kind"": ""Document"", ""path"": 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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:714""}, {""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:68""}]}, {""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:714""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0388,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033988,,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:731""}, {""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:277""}]}, {""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:731""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0389,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035723,,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:728""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/david_omasta/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta""}, {""kind"": ""Category"", ""name"": ""dp2024"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:278""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Omasta"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:728""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/david_omasta/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0390,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.034209,,Ktorý autor 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:720""}, {""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:275""}]}, {""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:720""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0391,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033709,,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:764""}, {""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:274""}]}, {""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:764""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0392,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.032989,,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"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Dominik Nagy"", ""category"": ""dp2022"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/dominik_nagy/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"": ""Dominik Nagy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:712""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/dominik_nagy/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy""}, {""kind"": ""Category"", ""name"": ""dp2022"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:276""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dominik Nagy"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:712""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0393,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033642,,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"", 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""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Novotný"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:753""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0394,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033952,,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"", 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""path"": ""pages/students/2023/simona_bobrovcanova/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""}, {""kind"": ""Category"", ""name"": ""bp2026"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:274""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Simona Bobrovčanová"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:776""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/simona_bobrovcanova/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:779""}]}]" 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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"": ""Lukáš Pokrývka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:716""}, {""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:68""}]}, {""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:716""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0396,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03381,,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:718""}, {""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:68""}]}, {""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:718""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0397,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036456,,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"", 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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:719""}, {""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:69""}]}, {""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:719""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0399,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.045416,,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:737""}, {""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:278""}]}, {""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:737""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0400,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039493,,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"", 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true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Holp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:715""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0401,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036698,,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"", 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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:729""}, {""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:70""}]}, {""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:729""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0403,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033558,,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:750""}, {""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:272""}]}, {""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:750""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0404,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033234,,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:737""}, {""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:279""}]}, {""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:737""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0405,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.044469,,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:754""}, {""kind"": ""Document"", ""path"": 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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:717""}, {""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:276""}]}, {""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:717""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0407,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.032796,,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:775""}, {""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:274""}]}, {""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:775""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0408,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037949,,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"", ""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"", 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""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Patrik Pavlišin"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:719""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0409,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033698,,Ktorý autor dokumentu je pri osobe Oleksandr Dorybohov spojený s kategóriou bp2026?,"[""Oleksandr Dorybohov"", ""bp2026"", ""Daniel Hladek""]","[""Oleksandr Dorybohov"", ""bp2026"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", 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""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:274""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Dorybohov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:772""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/oleksandr_dorybohov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0410,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033346,,Ktorý autor dokumentu je pri osobe Bogdan Paul Chiș spojený s kategóriou erasmus?,"[""Bogdan Paul Chiș"", ""erasmus"", ""Daniel Hladek""]","[""Bogdan Paul Chiș"", ""erasmus"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""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""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Bogdan Paul Chiș"", ""category"": ""erasmus"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/interns/bogdan_paul_chis/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"": ""Bogdan Paul Chiș"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:706""}, {""kind"": ""Document"", ""path"": ""pages/interns/bogdan_paul_chis/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/bogdan_paul_chis""}, {""kind"": ""Category"", ""name"": ""erasmus"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:282""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""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:706""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0411,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.032754,,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"", ""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"": ""dp2021"", ""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:715""}, {""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"": ""dp2021"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:275""}]}, {""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:715""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0412,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03345,,Ktorý autor dokumentu je pri osobe Ján Pták spojený s kategóriou dp2027?,"[""Ján Pták"", ""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"", 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""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Pták"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:762""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jan_ptak/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0413,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033627,,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"", ""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"": ""Dmytro Ushatenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:721""}, {""kind"": ""Document"", ""path"": 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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"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Martin Šarišský"", ""category"": ""vp2023"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2021/martin_sarissky/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": 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Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0415,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035093,,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"", ""IN_CATEGORY""]","[""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""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Cesar Abascal Gutierrez"", ""category"": ""iaeste"", ""document_author"": ""Daniel Hladek"", ""document_path"": 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{""kind"": ""Document"", ""path"": ""pages/interns/cesar_gutierrez/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/cesar_gutierrez""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0416,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036833,,Ktorý autor 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"", 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""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:720""}, {""kind"": ""Document"", ""path"": 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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"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Filip Tomáš"", ""category"": ""bp2022"", ""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:737""}, {""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"": ""bp2022"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:270""}]}, {""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:737""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0419,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033501,,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:711""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/darius_lindvai/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai""}, {""kind"": ""Category"", ""name"": ""bp2019"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:68""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dárius Lindvai"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:711""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/darius_lindvai/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0420,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03418,,Ktorý 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"", 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""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Michal Stromko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:739""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0421,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035078,,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"": ""pages/interns/yussef_ressaissi/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"": ""Youssef Ressaissi"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:710""}, {""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:283""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Youssef Ressaissi"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:710""}, {""kind"": ""Document"", ""path"": ""pages/interns/yussef_ressaissi/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/yussef_ressaissi""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0422,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.034017,,Ktorý autor dokumentu je pri osobe Rostyslav Rodzhuk spojený s kategóriou bp2026?,"[""Rostyslav Rodzhuk"", ""bp2026"", ""Daniel Hladek""]","[""Rostyslav Rodzhuk"", ""bp2026"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""]","[""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Rostyslav Rodzhuk"", ""category"": ""bp2026"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2023/rostyslav_rodzhuk/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": 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""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0423,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033544,,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"", ""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"": ""dp2021"", ""document_author"": ""Daniel Hladek"", 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dp2026?,"[""Martin Šarišský"", ""dp2026"", ""Daniel Hladek""]","[""Martin Šarišský"", ""dp2026"", ""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"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Martin Šarišský"", ""category"": ""dp2026"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2021/martin_sarissky/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": 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{""kind"": ""Document"", ""path"": ""pages/students/2022/daniil_huzenko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/daniil_huzenko""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:779""}]}]" +True,True,True,1.0,True,1.0,True,,,g0434,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033197,,Ktorý 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"", 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""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""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Dávid Omasta"", ""category"": ""dp2023""}, ""matched"": true}, {""binding"": {""person"": ""Dávid Omasta"", ""category"": ""dp2024""}, ""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:728""}, {""kind"": ""Document"", ""path"": ""pages/students/2018/david_omasta/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2018/david_omasta""}, {""kind"": 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""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2019, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:738"", ""name"": ""Kristián Sopkovič"", ""source_document"": ""pages/students/2019/kristian_sopkovic/README.md"", ""id"": ""person:pages/students/2019/kristian_sopkovic/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:835"", ""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:152""}]}]" +True,True,True,1.0,True,1.0,True,,,dev-negative-year-0,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.052212,,"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,,,dev-negative-year-1,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.062179,,"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""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov""]","[""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,dev-negative-year-2,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.060204,,"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,,,dev-negative-year-3,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.066322,,"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,,,dev-negative-tag-0,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.052564,,"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,,,dev-negative-tag-1,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042513,,"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,,,dev-negative-person-0,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042387,,Aký názov diplomovej práce má osoba Zuzana Neexistujúca Vzorová?,[],[],[],[],[],[],[],[],[],[],[],[] +True,True,True,1.0,True,1.0,True,,,dev-negative-person-1,dev,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039898,,Aký názov diplomovej práce má osoba Roman Neskutočný Testovací?,[],[],[],[],[],[],[],[],[],[],[],[] +True,True,True,1.0,True,1.0,True,0,0,dev-zero-count,dev,candidate_set_aggregation,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.056938,,"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,,,h0001,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.046676,,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""]","[""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""]","[""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:713""}, {""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:136""}]}, {""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:760""}, {""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:136""}]}]" +True,True,True,1.0,True,1.0,True,,,h0002,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.054877,,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""]","[""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""]","[""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:725""}, {""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:136""}]}, {""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:755""}, {""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:136""}]}]" +True,True,True,1.0,True,1.0,True,,,h0003,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040722,,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""]","[""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""]","[""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:713""}, {""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:136""}]}, {""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:725""}, {""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:136""}]}]" +True,True,True,1.0,True,1.0,True,,,h0004,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.052127,,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""]","[""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""]","[""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:735""}, {""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:136""}]}, {""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:755""}, {""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:136""}]}]" +True,True,True,1.0,True,1.0,True,,,h0005,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.045518,,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""]","[""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh"", ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""]","[""https://zp.kemt.fei.tuke.sk/students/2017/than_trung_thanh"", ""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]","[{""binding"": {""person"": ""Manohar Gowdru Shridhara"", ""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"": ""Manohar Gowdru Shridhara"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:751""}, {""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:136""}]}, {""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:724""}, {""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:136""}]}]" +True,True,True,1.0,True,1.0,True,,,h0006,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.045904,,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""]","[""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""]","[""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:727""}, {""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:136""}]}, {""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:769""}, {""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:136""}]}]" +True,True,True,1.0,True,1.0,True,,,h0007,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.058296,,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"": 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+True,True,True,1.0,True,1.0,True,,,h0008,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.04373,,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""]","[""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""]","[""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:726""}, {""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:136""}]}, {""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:751""}, {""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:136""}]}]" +True,True,True,1.0,True,1.0,True,,,h0009,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.050206,,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"", 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""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:840"", ""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:747"", ""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:205"", ""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:15"", ""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,,,h0010,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.050186,,Aké spoločné roky práce spájajú osoby Matej Kobyľan a Vladyslav Krupko?,"[""Matej Kobyľan"", ""2023"", ""Vladyslav Krupko"", ""2024""]","[""Matej Kobyľan"", ""2023"", ""Vladyslav Krupko"", ""2024""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""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"", ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan"", ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""academic_year_comparison"", ""person_thesis""]","[""entity_resolution"", ""graph_traversal"", 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""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:24"", ""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,,,h0017,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041601,,Porovnaj rovnaký rok začiatku štúdia osôb Dávid Kostilník a Pavol Hudák.,"[""Dávid Kostilník"", ""2020"", ""Pavol Hudák""]","[""Dávid Kostilník"", ""2020"", ""Pavol Hudák""]",[],[],"[""pages/students/2020/david_kostilnik/README.md"", ""pages/students/2020/pavol_hudak/README.md""]","[""pages/students/2020/david_kostilnik/README.md"", ""pages/students/2020/pavol_hudak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik"", ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""]","[""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik"", ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Dávid Kostilník"", ""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"": ""Dávid Kostilník"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:742"", ""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"": ""Pavol Hudák"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:747"", ""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,,,h0018,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.045189,,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"", ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan"", ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Matej Kobyľan"", ""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"": ""Matej Kobyľan"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:745"", ""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"": ""Vladyslav Krupko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:748"", ""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,,,h0019,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040114,,Porovnaj rovnaký rok začiatku štúdia osôb Kamil Tomčufčík a Pavol Hudák.,"[""Kamil Tomčufčík"", ""2020"", ""Pavol Hudák""]","[""Kamil Tomčufčík"", ""2020"", ""Pavol Hudák""]",[],[],"[""pages/students/2020/kamil_tomcufcik/README.md"", ""pages/students/2020/pavol_hudak/README.md""]","[""pages/students/2020/kamil_tomcufcik/README.md"", ""pages/students/2020/pavol_hudak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik"", ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""]","[""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik"", ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Kamil Tomčufčík"", ""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"": ""Kamil Tomčufčík"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:744"", ""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"": ""Pavol Hudák"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:747"", ""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,,,h0020,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038676,,Porovnaj rovnaký rok začiatku štúdia osôb Matúš Suchanič a Vladyslav Krupko.,"[""Matúš Suchanič"", ""2020"", ""Vladyslav Krupko""]","[""Matúš Suchanič"", ""2020"", ""Vladyslav Krupko""]",[],[],"[""pages/students/2020/matus_suchanic/README.md"", ""pages/students/2020/vladyslav_krupko/README.md""]","[""pages/students/2020/matus_suchanic/README.md"", ""pages/students/2020/vladyslav_krupko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic"", ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic"", ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Matúš Suchanič"", ""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"": ""Matúš Suchanič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:746"", ""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"": ""Vladyslav Krupko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:748"", ""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,,,h0021,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042298,,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:751"", ""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:755"", ""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,,,h0022,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042474,,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:744"", ""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:748"", ""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,,,h0023,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041378,,Porovnaj rovnaký rok začiatku štúdia osôb Jakub Schwarc a Serhii Yemets.,"[""Jakub Schwarc"", ""2022"", ""Serhii Yemets""]","[""Jakub Schwarc"", ""2022"", ""Serhii Yemets""]",[],[],"[""pages/students/2022/jakub_schwarc/README.md"", ""pages/students/2022/serhii_yemets/README.md""]","[""pages/students/2022/jakub_schwarc/README.md"", ""pages/students/2022/serhii_yemets/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc"", ""https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc"", ""https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Jakub Schwarc"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Serhii Yemets"", ""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:760"", ""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"": ""Serhii Yemets"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:765"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/serhii_yemets/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets""}]}]" +True,True,True,1.0,True,1.0,True,,,h0024,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.043698,,Porovnaj rovnaký rok začiatku štúdia osôb Matúš Suchanič a Pavol Hudák.,"[""Matúš Suchanič"", ""2020"", ""Pavol Hudák""]","[""Matúš Suchanič"", ""2020"", ""Pavol Hudák""]",[],[],"[""pages/students/2020/matus_suchanic/README.md"", ""pages/students/2020/pavol_hudak/README.md""]","[""pages/students/2020/matus_suchanic/README.md"", ""pages/students/2020/pavol_hudak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic"", ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic"", ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Matúš Suchanič"", ""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"": ""Matúš 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""work:pages/students/2020/matus_suchanic/README.md:vedecky-projekt-2022"", ""person"": ""Matúš Suchanič"", ""document_path"": ""pages/students/2020/matus_suchanic/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:14"", ""title"": ""Matúš Suchanič"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic"", ""path"": ""pages/students/2020/matus_suchanic/README.md"", ""name"": ""Matúš Suchanič""}]}]" +True,True,True,1.0,True,1.0,True,,,h0031,dev,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.051317,,Aký názov diplomového projektu a rok práce sú pri osobe Jakub Schwarc uvedené pre rok 2026?,"[""Jakub Schwarc"", ""Inštrukčné dotrénovanie jazykového modelu"", ""2026""]","[""Jakub Schwarc"", ""Inštrukčné dotrénovanie jazykového modelu"", ""2026""]",[],"[""EVIDENCED_BY"", 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""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:778""}]}]" +True,True,True,1.0,True,1.0,True,,,h0045,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038388,,"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:769""}, {""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"": ""bp2025"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:273""}]}, {""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:769""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,h0046,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038673,,"Kto je autor dokumentu osoby Matej Kobyľan, ktorý patrí do kategórie bp2023?","[""Matej Kobyľan"", ""bp2023"", ""Daniel Hladek""]","[""Matej Kobyľan"", ""bp2023"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2020/matej_kobylan/README.md""]","[""pages/students/2020/matej_kobylan/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Matej Kobyľan"", ""category"": ""bp2023"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2020/matej_kobylan/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 Kobyľan"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:745""}, {""kind"": ""Document"", ""path"": ""pages/students/2020/matej_kobylan/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan""}, {""kind"": ""Category"", ""name"": ""bp2023"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:271""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Kobyľan"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:745""}, {""kind"": ""Document"", ""path"": ""pages/students/2020/matej_kobylan/README.md"", ""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,h0047,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037118,,"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"": {""person"": ""Samuel Horáni"", ""category"": ""bp2022"", ""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:741""}, {""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"": ""bp2022"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:270""}]}, {""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:741""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,h0048,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037497,,"Kto je autor dokumentu osoby Pavol Hudák, ktorý patrí do kategórie dp2025?","[""Pavol Hudák"", ""dp2025"", ""Daniel Hladek""]","[""Pavol Hudák"", ""dp2025"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""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:747""}, {""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:279""}]}, {""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:747""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,h0049,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.032014,,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:742""}, {""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:279""}]}]" +True,True,True,1.0,True,1.0,True,,,h0050,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.032705,,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"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kamil Tomčufčík"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:744""}, {""kind"": ""Document"", ""path"": ""pages/students/2020/kamil_tomcufcik/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik""}, {""kind"": ""Category"", ""name"": ""dp2025"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:279""}]}]" +True,True,True,1.0,True,1.0,True,,,h0051,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033111,,Vypíš všetky kategórie dokumentov osoby Manohar Gowdru Shridhara.,"[""Manohar Gowdru Shridhara"", ""phd2024""]","[""Manohar Gowdru Shridhara"", ""phd2024""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/manohar_gowdru_shridharu/README.md""]","[""pages/students/2021/manohar_gowdru_shridharu/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""]","[""https://zp.kemt.fei.tuke.sk/students/2021/manohar_gowdru_shridharu""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Manohar Gowdru Shridhara"", ""category"": ""phd2024""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Manohar Gowdru Shridhara"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:751""}, {""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"": ""Category"", ""name"": ""phd2024"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:71""}]}]" +True,True,True,1.0,True,1.0,True,,,h0052,dev,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.032245,,Vypíš všetky kategórie dokumentov osoby Dávid Stromp.,"[""Dávid Stromp"", ""bp2022""]","[""Dávid Stromp"", ""bp2022""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""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""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Dávid Stromp"", ""category"": ""bp2022""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": 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""person_category_constraints""]","[{""binding"": {""person"": ""Matúš Suchanič"", ""category"": ""bp2023""}, ""matched"": true}, {""binding"": {""person"": ""Matúš Suchanič"", ""category"": ""vp2022""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matúš Suchanič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:746""}, {""kind"": ""Document"", ""path"": ""pages/students/2020/matus_suchanic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic""}, {""kind"": ""Category"", ""name"": ""bp2023"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:271""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": 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"value_score": 1.0, + "entity_score": 1.0, + "relation_score": 1.0, + "property_score": 1.0, + "relation_choice_score": 1.0, + "document_recall": 1.0, + "source_recall": 1.0, + "binding_score": 1.0, + "path_score": 1.0, + "answerability_accuracy": 1.0, + "latency_mean_seconds": 0.040846, + "latency_median_seconds": 0.040192, + "latency_p95_seconds": 0.046818 + }, + "shared_keyword_pair": { + "questions": 62, + "strict_count": 62, + "strict_accuracy": 1.0, + "error_count": 0, + "value_score": 1.0, + "entity_score": 1.0, + "relation_score": 1.0, + "property_score": 1.0, + "relation_choice_score": 1.0, + "document_recall": 1.0, + "source_recall": 1.0, + "binding_score": 1.0, + "path_score": 1.0, + "answerability_accuracy": 1.0, + "latency_mean_seconds": 0.041466, + "latency_median_seconds": 0.0407, + "latency_p95_seconds": 0.054739 + } + }, + "source_inconsistent_ids": [] +} diff --git a/tools/graphrag/evaluation/results/final_v3_2026-10-25/graphrag_test.csv b/tools/graphrag/evaluation/results/final_v3_2026-10-25/graphrag_test.csv new file mode 100644 index 0000000..0cc5de3 --- /dev/null +++ b/tools/graphrag/evaluation/results/final_v3_2026-10-25/graphrag_test.csv @@ -0,0 +1,14 @@ +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,,,fresh-001,test,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.047946,,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:732""}, {""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:70""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh-002,test,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.04332,,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:732""}, {""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:70""}]}, {""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:732""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh-003,test,person_start_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.184617,,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:732"", ""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,,,fresh-004,test,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.048377,,"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,,,fresh-005,test,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.051157,,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,,,fresh-006,test,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.059201,,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:723""}, {""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:69""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh-007,test,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038137,,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:723""}, {""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:69""}]}, {""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:723""}, {""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:779""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh-008,test,person_start_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037406,,Aký rok začiatku štúdia je uvedený pri osobe Stanislav Matsunych?,"[""Stanislav Matsunych"", ""2017""]","[""Stanislav Matsunych"", ""2017""]",[],[],"[""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_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Stanislav Matsunych"", ""start_year"": 2017}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Stanislav Matsunych"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:723"", ""start_year"": 2017}, {""kind"": ""Document"", ""path"": ""pages/students/2017/stanislav_matsunych/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2017/stanislav_matsunych""}]}]" +True,True,True,1.0,True,1.0,True,,,fresh-009,test,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.043193,,"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,,,fresh-010,test,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039434,,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,,,fresh-011,test,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040584,,Aký názov diplomovej práce má osoba Diana Neznáma Overovacia?,[],[],[],[],[],[],[],[],[],[],[],[] +True,True,True,1.0,True,1.0,True,,,fresh-012,test,negative_lookup,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038062,,Aký názov diplomovej práce má osoba Milan Neprítomný Vzorový?,[],[],[],[],[],[],[],[],[],[],[],[] +True,True,True,1.0,True,1.0,True,0,0,fresh-013,test,candidate_set_aggregation,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041371,,"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""]",[],[] diff --git a/tools/graphrag/evaluation/results/final_v3_2026-10-25/graphrag_test.json b/tools/graphrag/evaluation/results/final_v3_2026-10-25/graphrag_test.json new file mode 100644 index 0000000..f7d4ec9 --- /dev/null +++ b/tools/graphrag/evaluation/results/final_v3_2026-10-25/graphrag_test.json @@ -0,0 +1,1794 @@ +{ + "evaluation_schema_version": 4, + "run_metadata": { + "started_at_utc": "2026-10-25T01:13:18.576759+00:00", + 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"id": "h0037", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "person_keyword_title" + }, + { + "id": "h0038", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "person_keyword_title" + }, + { + "id": "h0039", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "person_keyword_title" + }, + { + "id": "h0040", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "person_keyword_title" + }, + { + "id": "h0041", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0042", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0043", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0044", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0045", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0046", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0047", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0048", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0049", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0050", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0051", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0052", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0053", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0054", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0055", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0056", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0057", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0058", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0059", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0060", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0061", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0062", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0063", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0064", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0065", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "h0066", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "h0067", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "h0068", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "h0069", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "h0070", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "h0071", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "h0072", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "holdout-negative-year-0", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "holdout-negative-year-1", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "holdout-negative-year-2", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "holdout-negative-year-3", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "holdout-negative-tag-0", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "holdout-negative-tag-1", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "holdout-negative-person-0", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "holdout-negative-person-1", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "fresh-001", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "fresh-002", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "fresh-003", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_start_year" + }, + { + "id": "fresh-004", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "fresh-005", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "fresh-006", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "fresh-007", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "fresh-008", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_start_year" + }, + { + "id": "fresh-009", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "fresh-010", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "fresh-011", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "fresh-012", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "fresh-013", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + } + ], + "by_split": { + "dev": { + "questions": 589, + "source_consistent": 589, + "issues": {} + }, + "test": { + "questions": 13, + "source_consistent": 13, + "issues": {} + } + } +} diff --git a/tools/graphrag/evaluation/source_oracle.py b/tools/graphrag/evaluation/source_oracle.py index 986c0fc..660f1c5 100644 --- a/tools/graphrag/evaluation/source_oracle.py +++ b/tools/graphrag/evaluation/source_oracle.py @@ -59,6 +59,7 @@ def category_type(category: str) -> tuple[str | None, int | None]: def academic_type(heading: str) -> str | None: text = norm(heading) for prefix, kind in [('bakalarska praca', 'bachelor_thesis'), + ('bakalarsky projekt', 'bachelor_project'), ('diplomova praca', 'diploma_thesis'), ('dizertacna praca', 'doctoral_thesis'), ('diplomovy projekt', 'diploma_project'), diff --git a/tools/graphrag/graph_search.py b/tools/graphrag/graph_search.py index 8d6f6c7..3083eda 100644 --- a/tools/graphrag/graph_search.py +++ b/tools/graphrag/graph_search.py @@ -729,7 +729,7 @@ def explicit_keyword_phrase(query: str) -> str | None: if not match: return None phrase = re.split( - r"\s+(?:a\s+(?:jej|jeho|ich|rok|pomenuj|uved\w*)|ak\s+|uved\w*\s+|" + r"\s+(?:pri\s+osob\w*|u\s+osob\w*|a\s+(?:jej|jeho|ich|rok|pomenuj|uved\w*)|ak\s+|uved\w*\s+|" r"pomenuj\s+|maju\s+|ma\s+)", match.group(1), maxsplit=1, @@ -814,6 +814,9 @@ def extract_query_constraints( "doctoral_thesis" ) + if has_stem(tokens, 'bakalar') and has_project_word: + work_types.append('bachelor_project') + if ( has_stem( tokens, diff --git a/tools/graphrag/graphrag.py b/tools/graphrag/graphrag.py index 7fe9f57..6a0e826 100644 --- a/tools/graphrag/graphrag.py +++ b/tools/graphrag/graphrag.py @@ -16,6 +16,7 @@ THESIS_TYPES = { } WORK_TYPE_LABELS = { + "bachelor_project": "Bakalársky projekt", "bachelor_thesis": "Bakalárska práca", "diploma_thesis": "Diplomová práca", "diploma_project": "Diplomový projekt", @@ -25,6 +26,7 @@ WORK_TYPE_LABELS = { } WORK_HEADING_PATTERNS = ( + ("bachelor_project", "bakalarsky projekt", None), ("bachelor_thesis", "bakalarska praca", "bp"), ("diploma_thesis", "diplomova praca", "dp"), ("diploma_project", "diplomovy projekt", None), diff --git a/tools/graphrag/tests/test_graph_search_entity_v2.py b/tools/graphrag/tests/test_graph_search_entity_v2.py index 680a73a..a70a64c 100644 --- a/tools/graphrag/tests/test_graph_search_entity_v2.py +++ b/tools/graphrag/tests/test_graph_search_entity_v2.py @@ -157,3 +157,16 @@ def test_document_subject_is_not_misread_as_the_named_document_author(): assert gs.named_author_phrases(query) == [] result = gs.search_graph_with_session(FakeSession({gs.CATALOG_QUERY: catalog()}), query) assert not result['constraints']['unresolved_document_author'] + + +def test_tag_before_named_people_is_not_extended_with_person_clause(): + query = 'Over spoločné kľúčové slovo RAG pri osobách Alena Nová a Boris Malý.' + assert gs.explicit_keyword_phrase(query) == 'rag' + result = gs.search_graph_with_session(FakeSession({gs.CATALOG_QUERY: catalog()}), query) + assert not result['constraints']['unresolved_keyword'] + + +def test_explicit_bachelor_project_is_not_a_thesis_query(): + constraints = gs.extract_query_constraints('Aký bakalársky projekt mal Peter Vzor v roku 2024?') + assert constraints['work_types'] == ['bachelor_project'] + assert not constraints['thesis_types'] diff --git a/tools/graphrag/tests/test_graphrag_research_v2.py b/tools/graphrag/tests/test_graphrag_research_v2.py index 410a9a9..76b18ba 100644 --- a/tools/graphrag/tests/test_graphrag_research_v2.py +++ b/tools/graphrag/tests/test_graphrag_research_v2.py @@ -9,3 +9,10 @@ def test_scientific_project_heading_has_research_project_semantics(): assert len(works) == 1 assert works[0]['work_type'] == 'research_project' assert works[0]['year'] == 2024 + + +def test_bachelor_project_is_separate_from_thesis_category_year(): + works = extract_works(make_document(categories=['bp2025']), [make_chunk( + 0, ['Bakalársky projekt 2024'], + 'Sekcia: Bakalársky projekt 2024\nNázov: Overovanie automatických odpovedí\n')]) + assert [(w['work_type'], w['year']) for w in works] == [('bachelor_project', 2024)] diff --git a/tools/graphrag/tests/test_source_oracle_v2.py b/tools/graphrag/tests/test_source_oracle_v2.py index 2c0ead8..f1b1d01 100644 --- a/tools/graphrag/tests/test_source_oracle_v2.py +++ b/tools/graphrag/tests/test_source_oracle_v2.py @@ -93,3 +93,19 @@ def test_academic_range_uses_supported_category_end_year(tmp_path): person = load_source_oracle(Path(oracle['wiki_root']))['people']['Eva Nová'] thesis = next(row for row in person['academics'] if row['academic_kind'] == 'Thesis') assert thesis['year'] == 2026 + + +def test_bachelor_project_title_does_not_become_next_year_thesis(tmp_path): + root = tmp_path / 'wiki' + path = root / 'pages/students/2020/peter/README.md' + path.parent.mkdir(parents=True) + path.write_text('''--- +title: Peter Vzor +taxonomy: + category: [bp2025] +--- +## Bakalársky projekt 2024 +Názov: Overovanie automatických odpovedí +''') + records = load_source_oracle(root)['people']['Peter Vzor']['academics'] + assert [(r['academic_kind'], r['academic_type'], r['year']) for r in records] == [('Work', 'bachelor_project', 2024)]