From a3e43eac9c08c04af29321fb2f5898465a9808d3 Mon Sep 17 00:00:00 2001 From: jp170na Date: Sun, 25 Oct 2026 02:06:17 +0100 Subject: [PATCH] =?UTF-8?q?GraphRAG=20druh=C3=A1=20verzia?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- tools/graphrag/evaluation/benchmark_v2.py | 517 + .../graphrag/evaluation/evaluate_graphrag.py | 38 +- .../graphrag/evaluation/evidence_contract.py | 370 + tools/graphrag/evaluation/freeze_graphrag.py | 29 +- tools/graphrag/evaluation/frozen_v2.json | 211 + .../graphrag/evaluation/graphrag_evaluator.py | 84 +- .../evaluation/graphrag_questions_v2.json | 71956 +++++++++++++ tools/graphrag/evaluation/reproducibility.py | 17 +- .../results/archive_pre_v1/README.md | 3 + .../results/archive_pre_v1/graphrag_dev.csv | 287 + .../results/archive_pre_v1/graphrag_dev.json | 26938 +++++ .../results/final_v2_2026-10-25/REPORT.md | 11 + .../final_v2_2026-10-25/graphrag_dev.csv | 510 + .../final_v2_2026-10-25/graphrag_dev.json | 88795 ++++++++++++++++ .../final_v2_2026-10-25/graphrag_test.csv | 81 + .../final_v2_2026-10-25/graphrag_test.json | 15105 +++ .../final_v2_2026-10-25/holdout_failures.json | 1796 + .../results/final_v2_2026-10-25/summary.json | 46 + .../v2_preparation/legacy_corrections.json | 24305 +++++ .../results/v2_preparation/partition.json | 699 + .../results/v2_preparation/source_audit.json | 4265 + tools/graphrag/evaluation/source_oracle.py | 247 + tools/graphrag/graph_search.py | 235 +- tools/graphrag/graphrag.py | 1 + .../tests/test_evaluation_pipeline_v2.py | 98 + .../tests/test_evaluator_connected_v2.py | 226 + .../tests/test_graph_search_entity_v2.py | 159 + .../tests/test_graphrag_research_v2.py | 11 + tools/graphrag/tests/test_source_oracle_v2.py | 95 + 29 files changed, 237099 insertions(+), 36 deletions(-) create mode 100644 tools/graphrag/evaluation/benchmark_v2.py create mode 100644 tools/graphrag/evaluation/evidence_contract.py create mode 100644 tools/graphrag/evaluation/frozen_v2.json create mode 100644 tools/graphrag/evaluation/graphrag_questions_v2.json create mode 100644 tools/graphrag/evaluation/results/archive_pre_v1/README.md create mode 100644 tools/graphrag/evaluation/results/archive_pre_v1/graphrag_dev.csv create mode 100644 tools/graphrag/evaluation/results/archive_pre_v1/graphrag_dev.json create mode 100644 tools/graphrag/evaluation/results/final_v2_2026-10-25/REPORT.md create mode 100644 tools/graphrag/evaluation/results/final_v2_2026-10-25/graphrag_dev.csv create mode 100644 tools/graphrag/evaluation/results/final_v2_2026-10-25/graphrag_dev.json create mode 100644 tools/graphrag/evaluation/results/final_v2_2026-10-25/graphrag_test.csv create mode 100644 tools/graphrag/evaluation/results/final_v2_2026-10-25/graphrag_test.json create mode 100644 tools/graphrag/evaluation/results/final_v2_2026-10-25/holdout_failures.json create mode 100644 tools/graphrag/evaluation/results/final_v2_2026-10-25/summary.json create mode 100644 tools/graphrag/evaluation/results/v2_preparation/legacy_corrections.json create mode 100644 tools/graphrag/evaluation/results/v2_preparation/partition.json create mode 100644 tools/graphrag/evaluation/results/v2_preparation/source_audit.json create mode 100644 tools/graphrag/evaluation/source_oracle.py create mode 100644 tools/graphrag/tests/test_evaluation_pipeline_v2.py create mode 100644 tools/graphrag/tests/test_evaluator_connected_v2.py create mode 100644 tools/graphrag/tests/test_graph_search_entity_v2.py create mode 100644 tools/graphrag/tests/test_graphrag_research_v2.py create mode 100644 tools/graphrag/tests/test_source_oracle_v2.py diff --git a/tools/graphrag/evaluation/benchmark_v2.py b/tools/graphrag/evaluation/benchmark_v2.py new file mode 100644 index 0000000..a73c940 --- /dev/null +++ b/tools/graphrag/evaluation/benchmark_v2.py @@ -0,0 +1,517 @@ +"""Build a source-grounded schema-v3 regression set and profile-disjoint holdout. + +This module never imports graph construction/search code and never reads any +retrieval output. Legacy cases remain development-only. New TEST subjects are +student profiles absent from every legacy start entity. TEST is generated once +from raw source facts, before the corrected implementation is evaluated. +""" +from __future__ import annotations + +import argparse +import copy +import hashlib +import itertools +import json +import random +import re +from collections import Counter +from pathlib import Path +from typing import Any + +from .source_oracle import ROOT, DEFAULT_WIKI, load_source_oracle, norm, supporting_documents + +BASE = Path(__file__).resolve().parent +SEED = 20261024 + + +def fingerprint(value: Any) -> str: + return hashlib.sha256(json.dumps(value, sort_keys=True, ensure_ascii=False, separators=(',', ':')).encode()).hexdigest() + + +def people_for(question: dict, oracle: dict) -> list[str]: + names = {norm(name): name for name in oracle['people']} + return [names[norm(item['value'])] for item in question['graph'].get('start_entities', []) + if item['type'] == 'person' and norm(item['value']) in names] + + +def academics(oracle: dict, person: str, *, title: str | None = None, year: int | None = None, + kind: str | None = None) -> list[dict]: + rows = oracle['people'][person]['academics'] + return [row for row in rows if (title is None or norm(row['title']) == norm(title)) + and (year is None or row['year'] == year) and (kind is None or row['academic_kind'] == kind)] + + +def has_tag(oracle: dict, person: str, keyword: str) -> bool: + return norm(keyword) in {norm(tag) for tag in oracle['people'][person]['tags']} + + +def academic_binding(person: str, record: dict, *, title: bool = False, keyword: str | None = None) -> dict: + binding = {'person': person, 'academic_kind': record['academic_kind'], + 'academic_type': record['academic_type'], 'year': record['year']} + if title: + binding['title'] = record['title'] + if keyword is not None: + binding['keyword'] = keyword + return {key: value for key, value in binding.items() if value is not None} + + +def path_patterns(bindings: list[dict]) -> list[dict]: + patterns = [] + for index, binding in enumerate(bindings): + if any(key in binding for key in ['year', 'title', 'academic_kind', 'academic_type']): + kind = binding.get('academic_kind', 'Academic') + relation = 'AUTHORED' if kind == 'Thesis' else 'HAS_WORK' if kind == 'Work' else 'AUTHORED|HAS_WORK' + patterns.append({'binding_index': index, 'node_kinds': ['Person', kind, 'Document'], + 'relationships': [relation, 'EVIDENCED_BY']}) + for field, kind, relation in [('keyword', 'Keyword', 'HAS_KEYWORD'), + ('category', 'Category', 'IN_CATEGORY'), + ('document_author', 'DocumentAuthor', 'AUTHORED_DOCUMENT')]: + if field in binding: + patterns.append({'binding_index': index, 'node_kinds': ['Person', 'Document', kind], + 'relationships': ['HAS_DOCUMENT', relation]}) + return patterns + + +def binding_source_evidence(binding: dict, oracle: dict) -> list[dict]: + person = oracle['people'][binding['person']] + evidence = [] + for field in ['keyword', 'category', 'document_author']: + if field not in binding: + continue + docs = supporting_documents(oracle, binding['person'], **{field: binding[field]}) + if binding.get('document_path'): + docs = [p for p in docs if p == binding['document_path']] + for path in docs: + evidence.append({'document_path': path, 'sha256': oracle['documents'][path]['sha256'], + 'field': {'keyword': 'taxonomy.tag', 'category': 'taxonomy.category', + 'document_author': 'taxonomy.author'}[field], 'value': binding[field]}) + if any(key in binding for key in ['year', 'title', 'academic_kind', 'academic_type']): + rows = academics(oracle, binding['person'], title=binding.get('title'), year=binding.get('year'), + kind=binding.get('academic_kind')) + for row in rows: + if binding.get('academic_type') and row['academic_type'] != binding['academic_type']: + continue + evidence.append({'document_path': row['document_path'], + 'sha256': oracle['documents'][row['document_path']]['sha256'], + 'field': 'academic_record', 'academic_kind': row['academic_kind'], + 'academic_type': row['academic_type'], 'title': row['title'], 'year': row['year'], + 'heading_line': row['heading_line'], 'title_line': row['title_line'], + 'year_basis': row['year_basis']}) + if 'start_year' in binding: + evidence.append({'document_path': person['profile'], 'sha256': oracle['documents'][person['profile']]['sha256'], + 'field': 'start_year', 'value': binding['start_year']}) + return evidence + + +def make_case(case_id: str, split: str, category: str, question: str, names: list[str], oracle: dict, + bindings: list[dict], *, no_answer: bool = False, reason: str | None = None, + expected_set: list[str] | None = None, set_field: str | None = None, + count: int | None = None, context_documents: list[str] | None = None, + negative_constraints: dict | None = None) -> dict: + known = [name for name in names if name in oracle['people']] + profiles = sorted({oracle['people'][name]['profile'] for name in known}) + paths = set(context_documents or profiles) + evidence = [item for binding in bindings for item in binding_source_evidence(binding, oracle)] + # Multiple documents can independently prove the same tag/category. Gold + # sources are alternatives for each bound proof, not an obligation to cite + # every duplicate occurrence. Context profiles still cover all candidates. + evidence_choices = [] + roles = {'taxonomy.tag': 'keyword_document', 'taxonomy.category': 'category_document', + 'taxonomy.author': 'author_document', 'academic_record': 'academic_document', + 'start_year': 'person_document'} + if not no_answer: + for index, binding in enumerate(bindings): + per_role: dict[str, set[str]] = {} + for item in binding_source_evidence(binding, oracle): + per_role.setdefault(roles[item['field']], set()).add(item['document_path']) + for role, alternatives in per_role.items(): + evidence_choices.append({'binding_index': index, 'role': role, 'any_of': [ + {'document_path': path, 'source_url': oracle['documents'][path]['source_url']} + for path in sorted(alternatives)]}) + expected_values = [] + expected_entities = [] + if not no_answer: + for binding in bindings: + for field in ['person', 'keyword', 'category', 'document_author', 'title', 'year', 'start_year']: + if field in binding: + value = str(binding[field]) + expected_values.append(value) + kind = ('thesis_title' if binding.get('academic_kind') == 'Thesis' else 'work_title') if field == 'title' else field + expected_entities.append({'type': kind, 'value': value}) + if count is not None: + expected_values.append(str(count)) + graph = {'schema_version': 3, 'task': category, 'start_entities': [{'type': 'person', 'value': name} for name in names], + 'expected_bindings': bindings if not no_answer else [], + 'expected_evidence_documents': evidence_choices, + 'expected_path_patterns': path_patterns(bindings) if not no_answer else [], + 'expected_no_answer': no_answer, 'expected_status': 'no_answer' if no_answer else 'ok', + 'expected_entities': expected_entities, 'expected_relations': [], 'expected_properties': [], + 'source_profiles': profiles} + if no_answer: + graph['no_answer_basis'] = reason or 'No source record satisfies every requested condition.' + graph['negative_constraints'] = negative_constraints or {} + # Closed-world negative: retain all original metadata considered, not a fabricated positive fact. + evidence = [{'document_path': path, 'sha256': oracle['documents'][path]['sha256'], + 'field': 'closed_world_metadata', 'tags': oracle['documents'][path]['tags'], + 'categories': oracle['documents'][path]['categories']} + for name in known for path in oracle['people'][name]['documents']] + if expected_set is not None: + graph.update(expected_entity_set=sorted(expected_set, key=norm), entity_set_mode='exact', entity_set_field=set_field or 'person') + if count is not None: + graph['expected_count'] = count + graph['partition_group'] = fingerprint({'category': category, 'people': sorted(names, key=norm), + 'bindings': bindings, 'negative': no_answer, + 'requested': question if no_answer else None})[:20] + return {'id': case_id, 'split': split, 'category': category, 'difficulty': 'hard', 'question': question, + 'should_answer': not no_answer, 'expected_documents': sorted(paths), + 'expected_source_urls': sorted(oracle['documents'][path]['source_url'] for path in paths), + 'expected_answer_contains': list(dict.fromkeys(expected_values)), 'graph': graph, + 'source_evidence': evidence, 'evidence_basis': ['independent_raw_markdown_oracle_v2']} + + +def correct_legacy(question: dict, oracle: dict) -> dict: + names = people_for(question, oracle); cat = question['category']; old = question['graph'] + entities = old.get('expected_entities', []) + keyword = next((item['value'] for item in entities if item['type'] == 'keyword'), None) + years = [int(item['value']) for item in entities if item['type'] == 'year'] + bindings = []; expected_set = None; set_field = None; count = None; reason = None + if cat == 'shared_keyword_pair': + if keyword and all(has_tag(oracle, name, keyword) for name in names): + bindings = [{'person': name, 'keyword': keyword} for name in names] + else: + reason = 'Requested shared keyword is absent from the raw frontmatter of at least one named person.' + elif cat == 'same_start_year_pair': + bindings = [{'person': name, 'start_year': oracle['people'][name]['start_year']} for name in names] + elif cat == 'same_academic_year_pair': + common = set.intersection(*[{row['year'] for row in academics(oracle, name) if row['year'] is not None} for name in names]) + bindings = [{'person': name, 'year': year} for year in sorted(common) for name in names] + if not common: + reason = 'No shared academic year is stated in the original sources.' + elif cat in {'person_title_year', 'person_keyword_title'}: + titles = [item for item in entities if item['type'] in {'thesis_title', 'work_title'}] + for item in titles: + kind = 'Thesis' if item['type'] == 'thesis_title' else 'Work' + rows = academics(oracle, names[0], title=item['value'], kind=kind) + if not rows and norm(item['value']) in norm(oracle['documents'][oracle['people'][names[0]]['profile']]['raw_text']): + raise RuntimeError(f"Oracle extraction needs review for supported raw title: {question['id']}") + if years: + rows = [row for row in rows if row['year'] in years] + if cat == 'person_keyword_title' and not has_tag(oracle, names[0], keyword or ''): + reason = 'Requested keyword is not a raw frontmatter tag of this person.' + break + for row in rows: + binding = academic_binding(names[0], row, title=True, keyword=keyword if cat == 'person_keyword_title' else None) + if cat == 'person_keyword_title' and not years: + binding.pop('year', None) + bindings.append(binding) + if not bindings and not reason: + reason = 'Requested title/type/year combination is not independently supported by the source.' + elif cat == 'document_author_category_multi_hop': + category = next(item['value'] for item in entities if item['type'] == 'category') + for path in supporting_documents(oracle, names[0], category=category): + author = oracle['documents'][path]['author'] + if author: + bindings.append({'person': names[0], 'category': category, 'document_author': author, + 'document_path': path, 'same_document': True}) + if not bindings: + reason = 'No same document supports both the category and metadata author.' + elif cat == 'person_multiple_categories': + expected_set = oracle['people'][names[0]]['categories']; set_field = 'category' + bindings = [{'person': names[0], 'category': category} for category in expected_set] + elif cat == 'candidate_set_aggregation': + query_years = [int(x) for x in re.findall(r'\b20\d{2}\b', question['question'])] + year = query_years[-1] + matches = [name for name in names if academics(oracle, name, year=year)] + bindings = [{'person': name, 'year': year} for name in matches] + expected_set = matches; set_field = 'person'; count = len(matches) + elif cat == 'conjunctive_disambiguation': + year = years[0] + matches = [name for name in names if has_tag(oracle, name, keyword) and academics(oracle, name, year=year)] + bindings = [{'person': name, 'keyword': keyword, 'year': year} for name in matches] + if not matches: + reason = 'No named person satisfies both raw frontmatter keyword and academic year.' + else: + raise ValueError(f'Unsupported legacy category: {cat}') + case = make_case(question['id'], 'dev', cat, question['question'], names, oracle, bindings, + no_answer=reason is not None, reason=reason, expected_set=expected_set, + set_field=set_field, count=count, + negative_constraints=({'keyword': keyword, 'require_all_people': True} if cat == 'shared_keyword_pair' + else {'keyword': keyword} if cat == 'person_keyword_title' + else {'keyword': keyword, 'year': years[0]} if cat == 'conjunctive_disambiguation' + else {'shared_academic_year': True} if cat == 'same_academic_year_pair' + else {})) + case['legacy_split'] = question['split'] + case['legacy_role'] = 'previously_seen_regression_only' + return case + + +def independent_pool(oracle: dict, names: list[str]) -> dict[str, list[dict]]: + pool: dict[str, list[dict]] = {category: [] for category in [ + 'shared_keyword_pair', 'same_academic_year_pair', 'same_start_year_pair', 'person_title_year', + 'person_keyword_title', 'document_author_category_multi_hop', 'person_multiple_categories', + 'candidate_set_aggregation', 'conjunctive_disambiguation']} + def add(category: str, text: str, people: list[str], bindings: list[dict], **kwargs): + pool[category].append(make_case('', 'test', category, text, people, oracle, bindings, **kwargs)) + for left, right in itertools.combinations(names, 2): + common_tags = sorted({norm(tag): tag for tag in oracle['people'][left]['tags'] + if has_tag(oracle, right, tag)}.values(), key=norm) + for tag in common_tags: + add('shared_keyword_pair', f'Over spoločné kľúčové slovo {tag} pri osobách {left} a {right}.', + [left, right], [{'person': name, 'keyword': tag} for name in [left, right]]) + shared_years = {row['year'] for row in academics(oracle, left)} & {row['year'] for row in academics(oracle, right)} - {None} + # A query for an unspecified shared year expects all supported intersections. + if shared_years: + add('same_academic_year_pair', f'Aké spoločné roky práce spájajú osoby {left} a {right}?', + [left, right], [{'person': name, 'year': year} for year in sorted(shared_years) for name in [left, right]]) + start_l, start_r = oracle['people'][left]['start_year'], oracle['people'][right]['start_year'] + if start_l is not None and start_l == start_r: + add('same_start_year_pair', f'Porovnaj rovnaký rok začiatku štúdia osôb {left} a {right}.', + [left, right], [{'person': name, 'start_year': start_l} for name in [left, right]]) + for name in names: + person = oracle['people'][name] + if person['categories']: + add('person_multiple_categories', f'Vypíš všetky kategórie dokumentov osoby {name}.', [name], + [{'person': name, 'category': cat} for cat in person['categories']], + expected_set=person['categories'], set_field='category') + for category in person['categories']: + for path in supporting_documents(oracle, name, category=category): + author = oracle['documents'][path]['author'] + if author: + add('document_author_category_multi_hop', + f'Kto je autor dokumentu osoby {name}, ktorý patrí do kategórie {category}?', [name], + [{'person': name, 'category': category, 'document_author': author, + 'document_path': path, 'same_document': True}]) + # Title-year cases use only explicit, nonconflicting title records. + for record in person['academics']: + if not record['title'] or record['year'] is None or record in person['year_conflicts']: + continue + year = record['year'] + kind_label = 'diplomového projektu' if record['academic_type'] == 'diploma_project' else 'práce' + add('person_title_year', f'Aký názov {kind_label} a rok práce sú pri osobe {name} uvedené pre rok {year}?', + [name], [academic_binding(name, record, title=True)]) + for tag in person['tags']: + binding = academic_binding(name, record, title=True, keyword=tag) + # Pin the academic year in the question as the independent source can contain several titles. + add('person_keyword_title', f'Aký názov práce osoby {name} v roku {year} súvisí s kľúčovým slovom {tag}?', + [name], [binding]) + # Candidate groups are source-derived; the query mentions every candidate. + for year in sorted({row['year'] for name in names for row in academics(oracle, name) if row['year'] is not None}): + matching = [name for name in names if academics(oracle, name, year=year)] + other = [name for name in names if name not in matching] + for selected in itertools.islice(itertools.combinations(matching, 2), 12): + if other: + candidates = list(selected) + [other[0]] + add('candidate_set_aggregation', + f'Z kandidátov {", ".join(candidates)} vyber osoby s prácou v roku {year}. Koľko ich je?', + candidates, [{'person': name, 'year': year} for name in selected], + expected_set=list(selected), set_field='person', count=len(selected)) + for name in names: + person = oracle['people'][name] + for year in sorted({record['year'] for record in person['academics'] if record['year'] is not None}): + for tag in person['tags']: + distractors = [other for other in names if other != name + and (has_tag(oracle, other, tag) != bool(academics(oracle, other, year=year)))] + for other in distractors[:2]: + candidates = [name, other] + add('conjunctive_disambiguation', + f'Ktorá z osôb {name} a {other} má kľúčové slovo {tag} a jej práca je z roku {year}?', + candidates, [{'person': name, 'keyword': tag, 'year': year}]) + return pool + + +def necessary_negatives(oracle: dict, names: list[str], split: str) -> list[dict]: + cases = [] + prefix = 'dev' if split == 'dev' else 'holdout' + for i, name in enumerate(names[:4]): + tag = next(iter(oracle['people'][name]['tags']), 'nlp') + cases.append(make_case(f'{prefix}-negative-year-{i}', split, 'negative_lookup', + f'Aký názov práce má osoba {name}, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo {tag}?', + [name], oracle, [], no_answer=True, reason='No source academic record has year 2099.', + negative_constraints={'year': 2099, 'keyword': tag})) + for i, name in enumerate(names[4:6]): + cases.append(make_case(f'{prefix}-negative-tag-{i}', split, 'negative_lookup', + f'Aký názov práce má osoba {name}, ak jej dokument obsahuje kľúčové slovo neexistujucitagvzor?', + [name], oracle, [], no_answer=True, reason='Requested tag absent from complete raw frontmatter catalog.', + negative_constraints={'keyword': 'neexistujucitagvzor'})) + for i, unknown in enumerate(['Zuzana Neexistujúca Vzorová', 'Roman Neskutočný Testovací'] if split == 'dev' + else ['Tibor Neexistujúci Skúšobný', 'Lenka Neskutočná Vzorová']): + cases.append(make_case(f'{prefix}-negative-person-{i}', split, 'negative_lookup', + f'Aký názov diplomovej práce má osoba {unknown}?', [unknown], oracle, [], + no_answer=True, reason='Explicit full name absent from all raw profile frontmatter titles.', + negative_constraints={'unknown_person': unknown})) + candidates = names[:3] + cases.append(make_case(f'{prefix}-zero-count', split, 'candidate_set_aggregation', + f'Z kandidátov {", ".join(candidates)} vyber osoby s prácou v roku 2099. Koľko ich je?', + candidates, oracle, [], expected_set=[], set_field='person', count=0)) + return cases + + +def validate_case(case: dict, oracle: dict) -> list[str]: + issues = [] + graph = case['graph'] + names = people_for(case, oracle) + if set(graph.get('source_profiles', [])) != {oracle['people'][name]['profile'] for name in names}: + issues.append('incorrect_source_profile_partition') + for binding in graph.get('expected_bindings', []): + person = binding['person'] + if person not in oracle['people']: + issues.append('unknown_bound_person'); continue + if 'start_year' in binding and oracle['people'][person]['start_year'] != binding['start_year']: + issues.append('wrong_start_year') + metadata = {key: binding[key] for key in ['keyword', 'category', 'document_author'] if key in binding} + if binding.get('same_document') and not supporting_documents(oracle, person, **metadata): + issues.append('metadata_not_connected_in_same_document') + for key, value in metadata.items(): + if not supporting_documents(oracle, person, **{key: value}): + issues.append('unsupported_' + key) + if any(key in binding for key in ['title', 'year', 'academic_type', 'academic_kind']): + records = academics(oracle, person, title=binding.get('title'), year=binding.get('year'), kind=binding.get('academic_kind')) + if binding.get('academic_type'): + records = [r for r in records if r['academic_type'] == binding['academic_type']] + if not records: + issues.append('unsupported_academic_binding') + if graph.get('expected_no_answer'): + if graph.get('expected_bindings') or case.get('expected_answer_contains') or graph.get('expected_entities'): + issues.append('negative_contains_positive_expectations') + constraints = graph.get('negative_constraints', {}) + names = people_for(case, oracle) + if constraints.get('unknown_person'): + if norm(constraints['unknown_person']) in {norm(name) for name in oracle['people']}: + issues.append('negative_person_actually_exists') + elif constraints.get('shared_academic_year'): + year_sets = [{r['year'] for r in academics(oracle, name) if r['year'] is not None} for name in names] + if year_sets and set.intersection(*year_sets): + issues.append('negative_shared_year_actually_exists') + elif constraints.get('require_all_people'): + if not names or all(has_tag(oracle, name, constraints.get('keyword', '')) for name in names): + issues.append('negative_shared_keyword_actually_exists') + elif constraints: + matching = [] + for name in names: + valid = not constraints.get('keyword') or has_tag(oracle, name, constraints['keyword']) + if any(key in constraints for key in ['year', 'title', 'academic_kind']): + valid = valid and bool(academics(oracle, name, year=constraints.get('year'), + title=constraints.get('title'), kind=constraints.get('academic_kind'))) + if valid: + matching.append(name) + if matching: + issues.append('negative_conjunction_actually_satisfied') + else: + issues.append('negative_without_machine_verifiable_false_premise') + if graph.get('expected_entity_set') is not None and graph.get('entity_set_field') == 'category': + names = people_for(case, oracle) + if names and set(graph['expected_entity_set']) != set(oracle['people'][names[0]]['categories']): + issues.append('incomplete_category_set') + if graph.get('expected_count') is not None: + years = re.findall(r'\b20\d{2}\b', case['question']) + if not years: + issues.append('count_without_supported_year_constraint') + else: + matches = {name for name in names if academics(oracle, name, year=int(years[-1]))} + if matches != set(graph.get('expected_entity_set', [])) or len(matches) != graph['expected_count']: + issues.append('incorrect_candidate_set_or_count') + return sorted(set(issues)) + + +def audit_dataset(questions: list[dict], oracle: dict, dataset_path: Path) -> dict: + rows = [{'id': question['id'], 'split': question['split'], 'source_consistent': not (issues := validate_case(question, oracle)), + 'issues': issues, 'category': question['category']} for question in questions] + inputs = {name: hashlib.sha256((ROOT / name).read_bytes()).hexdigest() for name in ['data/documents.json', 'data/chunks.json']} + return {'method': 'Independent original Markdown frontmatter/heading/title oracle; no graph parser, chunks or retrieval results used for labels.', + 'dataset_sha256': hashlib.sha256(dataset_path.read_bytes()).hexdigest(), + 'inputs': inputs, 'source_corpus': oracle['source_corpus'], 'questions': rows, + 'by_split': {split: {'questions': len(selected), 'source_consistent': sum(row['source_consistent'] for row in selected), + 'issues': dict(Counter(issue for row in selected for issue in row['issues']))} + for split in ['dev', 'test'] for selected in [[row for row in rows if row['split'] == split]]}} + + +def write_json(path: Path, value: Any) -> None: + path.parent.mkdir(parents=True, exist_ok=True) + path.write_text(json.dumps(value, ensure_ascii=False, indent=2) + '\n') + + +def main() -> None: + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument('--wiki-root', type=Path, default=DEFAULT_WIKI) + parser.add_argument('--legacy', type=Path, default=BASE / 'graphrag_questions.json') + parser.add_argument('--output', type=Path, default=BASE / 'graphrag_questions_v2.json') + parser.add_argument('--artifacts', type=Path, default=BASE / 'results/v2_preparation') + args = parser.parse_args() + oracle = load_source_oracle(args.wiki_root) + legacy = json.loads(args.legacy.read_text()) + corrected = [correct_legacy(question, oracle) for question in legacy] + legacy_names = {name for question in legacy for name in people_for(question, oracle)} + exposed_path = BASE / 'results/final_2026-10-24/holdout_failures.json' + previously_exposed = set() + if exposed_path.exists(): + for row in json.loads(exposed_path.read_text()).get('questions', []): + previously_exposed.update(set(row.get('actual_documents', [])) - set(row.get('expected_documents', []))) + reserved_names = sorted([name for name, person in oracle['people'].items() + if name not in legacy_names and person['profile'] not in previously_exposed + and person['profile'].startswith('pages/students/')], key=norm) + dev_negatives = necessary_negatives(oracle, sorted(legacy_names, key=norm), 'dev') + test_pool = independent_pool(oracle, reserved_names) + rng = random.Random(SEED) + holdout = [] + for category, cases in test_pool.items(): + unique = {case['graph']['partition_group']: case for case in cases} + candidates = list(unique.values()); rng.shuffle(candidates) + if len(candidates) < 8: + raise RuntimeError(f'Insufficient independent source cases for {category}: {len(candidates)}') + for case in candidates[:8]: + case['id'] = f'h{len(holdout)+1:04d}' + holdout.append(case) + negative_cases = necessary_negatives(oracle, reserved_names, 'test') + # A zero-result count is an answerable numeric result, not a no-answer. + zero_count = negative_cases.pop() + count_index = next(i for i, case in enumerate(holdout) if case['category'] == 'candidate_set_aggregation') + zero_count['id'] = holdout[count_index]['id'] + holdout[count_index] = zero_count + holdout.extend(negative_cases) + dev = corrected + dev_negatives + questions = dev + holdout + all_issues = {case['id']: validate_case(case, oracle) for case in questions if validate_case(case, oracle)} + if all_issues: + raise RuntimeError(f'Source consistency issues: {all_issues}') + dev_profiles = {p for case in dev for p in case['graph']['source_profiles']} + test_profiles = {p for case in holdout for p in case['graph']['source_profiles']} + assert not dev_profiles & test_profiles + assert not ({case['graph']['partition_group'] for case in dev} & {case['graph']['partition_group'] for case in holdout}) + write_json(args.output, questions) + corrections = [] + old_audit_path = BASE / 'results/final_2026-10-24/source_audit.json' + old_issues = {row['id']: row['issues'] for row in json.loads(old_audit_path.read_text())['questions'] if row['issues']} + for old, new in zip(legacy, corrected): + corrections.append({'id': old['id'], 'legacy_split': old['split'], 'new_split': 'dev', + 'v1_source_audit_issues': old_issues.get(old['id'], []), + 'old_should_answer': old.get('should_answer', True), 'new_should_answer': new['should_answer'], + 'old_expected_values': old['expected_answer_contains'], 'new_expected_values': new['expected_answer_contains'], + 'new_expected_bindings': new['graph']['expected_bindings'], + 'no_answer_basis': new['graph'].get('no_answer_basis'), + 'source_evidence': new['source_evidence']}) + write_json(args.artifacts / 'legacy_corrections.json', {'legacy_count': len(legacy), 'v1_flagged_count': len(old_issues), + 'resolved_v1_flagged_count': sum(not validate_case(new, oracle) for new in corrected if new['id'] in old_issues), + 'negative_count': sum(not case['should_answer'] for case in corrected), 'questions': corrections}) + write_json(args.artifacts / 'source_audit.json', audit_dataset(questions, oracle, args.output)) + partition = {'seed': SEED, 'strategy': 'All previously seen 500 cases are DEV regression. TEST profiles never appeared in legacy start_entities; all real candidate profiles are disjoint.', + 'dev_count': len(dev), 'test_count': len(holdout), 'previously_exposed_profiles_excluded_from_test': sorted(previously_exposed), + 'dev_profiles': sorted(dev_profiles), 'test_profiles': sorted(test_profiles), + 'dev_groups': sorted({case['graph']['partition_group'] for case in dev}), + 'test_groups': sorted({case['graph']['partition_group'] for case in holdout}), + 'dev_categories': dict(Counter(case['category'] for case in dev)), + 'test_categories': dict(Counter(case['category'] for case in holdout)), + 'source_corpus': oracle['source_corpus'], + 'dataset_sha256': hashlib.sha256(args.output.read_bytes()).hexdigest(), + 'limitations': ['Same source corpus and shared tag/category/author vocabulary.', + 'Template families are known; TEST persons and their fact groups are withheld.', + 'Oracle is independent of graph extraction but still rule-based; provenance permits human review.']} + write_json(args.artifacts / 'partition.json', partition) + print(json.dumps({'dataset': str(args.output), 'dev': len(dev), 'test': len(holdout), + 'reserved_profile_count': len(test_profiles), 'source_issues': 0, + 'corrected_legacy_negatives': sum(not q['should_answer'] for q in corrected), + 'resolved_original_issues': len(old_issues), + 'test_categories': partition['test_categories']}, ensure_ascii=False, indent=2)) + + +if __name__ == '__main__': + main() diff --git a/tools/graphrag/evaluation/evaluate_graphrag.py b/tools/graphrag/evaluation/evaluate_graphrag.py index 8226a23..780b226 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.json" + / "graphrag_questions_v2.json" ) RESULTS_DIR = ( @@ -59,7 +59,7 @@ def parse_args() -> argparse.Namespace: parser.add_argument( "--output-dir", type=Path, - default=RESULTS_DIR, + default=RESULTS_DIR / 'development_v2', ) parser.add_argument( @@ -110,11 +110,15 @@ def parse_args() -> argparse.Namespace: parser.add_argument('--audit', type=Path, help='Predeclared source-consistency audit.') parser.add_argument('--freeze-manifest', type=Path, help='Required for TEST/all; verifies code, data, graph and parameters.') + parser.add_argument('--overwrite', action='store_true', + help='Replace a previous DEV output; frozen TEST outputs are immutable.') args = parser.parse_args() if args.split in {'test', 'all'} and args.freeze_manifest is None: parser.error('TEST/all requires --freeze-manifest after complete DEV evaluation.') if args.split in {'test', 'all'} and (args.ids or args.max_questions): parser.error('Frozen holdout evaluation must cover the complete selected split.') + if args.split in {'test', 'all'} and args.overwrite: + parser.error('Use a fresh output directory to reproduce a frozen holdout.') if args.limit < 1: parser.error( @@ -171,6 +175,11 @@ def save_csv( fieldnames = [ "complete", + "answerability_ok", + "bindings_ok", + "binding_score", + "paths_ok", + "path_score", "count_ok", "expected_count", "actual_count", @@ -200,6 +209,8 @@ def save_csv( "actual_source_urls", "fact_types", "strategies", + "binding_results", + "path_results", ] with path.open( @@ -210,6 +221,7 @@ def save_csv( writer = csv.DictWriter( file, fieldnames=fieldnames, + lineterminator='\n', ) writer.writeheader() @@ -337,13 +349,33 @@ def print_summary( ) +def validate_output_destination(args: argparse.Namespace) -> None: + suffix = args.split + if args.ids: + suffix += '_selected' + elif args.max_questions: + suffix += f'_first{args.max_questions}' + if not args.overwrite: + for extension in ('json', 'csv'): + path = args.output_dir / f'graphrag_{suffix}.{extension}' + if path.exists(): + raise RuntimeError(f'Results already exist; use a fresh output directory: {path}') + elif (any(part.startswith(('final_', 'archive_')) for part in args.output_dir.parts) + or any((args.output_dir / name).exists() for name in ('REPORT.md', 'summary.json', 'freeze.json'))): + raise RuntimeError('Archived/final results are immutable; choose a fresh DEV directory.') + + def main() -> None: args = parse_args() + validate_output_destination(args) metadata = run_metadata(args.questions) audit = json.loads(args.audit.read_text()) if args.audit else None if audit and (audit['dataset_sha256'] != metadata['fingerprints']['dataset_sha256'] or audit['inputs'] != metadata['fingerprints']['inputs']): raise RuntimeError('Source audit does not match current benchmark and inputs.') + if audit and audit.get('source_corpus') is not None and ( + audit['source_corpus'] != metadata['fingerprints']['source_corpus']): + raise RuntimeError('Independent source audit does not match original Markdown.') all_questions = load_questions( args.questions @@ -549,7 +581,7 @@ def main() -> None: ) payload = { - 'evaluation_schema_version': 3, + 'evaluation_schema_version': 4, 'run_metadata': metadata, "configuration": { "questions_file": str( diff --git a/tools/graphrag/evaluation/evidence_contract.py b/tools/graphrag/evaluation/evidence_contract.py new file mode 100644 index 0000000..59eca11 --- /dev/null +++ b/tools/graphrag/evaluation/evidence_contract.py @@ -0,0 +1,370 @@ +"""Connected, typed evidence checks shared by GraphRAG evaluation versions. + +Facts are structured records emitted by fixed Cypher queries. They are expanded +into the very paths those query contracts establish; query text, resolved aliases +and context-only documents never create edges. Ordered paths must have compatible +endpoint types. Bindings are satisfied by one connected witness, not a bag of +independently occurring values. +""" +from __future__ import annotations + +import itertools +import re +import unicodedata +from collections import defaultdict +from typing import Any + + +RELATION_ENDPOINTS = { + 'AUTHORED': ('Person', 'Thesis'), + 'HAS_WORK': ('Person', 'Work'), + 'HAS_DOCUMENT': ('Person', 'Document'), + 'EVIDENCED_BY': ('Academic', 'Document'), + 'HAS_KEYWORD': ('Document', 'Keyword'), + 'IN_CATEGORY': ('Document', 'Category'), + 'AUTHORED_DOCUMENT': ('DocumentAuthor', 'Document'), + 'DESCRIBES': ('Document', 'Topic'), +} + + +def canonical(value: Any) -> str: + raw = unicodedata.normalize('NFKD', str(value if value is not None else '')) + return re.sub(r'\s+', ' ', re.sub(r'[^a-z0-9]+', ' ', ''.join( + character for character in raw.casefold() if not unicodedata.combining(character)))).strip() + + +def kind_matches(actual: str, expected: str) -> bool: + return actual in {'Thesis', 'Work'} if expected in {'Academic', 'Thesis|Work'} else actual in expected.split('|') + + +class EvidenceGraph: + def __init__(self, result: dict[str, Any]): + self.nodes: dict[tuple[str, str], dict] = {} + self.conflicts: set[tuple[str, str]] = set() + self.adjacency: dict[tuple[str, str], set[tuple[str, tuple[str, str]]]] = defaultdict(set) + for path in result.get('paths', []): + if not isinstance(path, dict): + continue + nodes, relationships = path.get('nodes', []), path.get('relationships', []) + if not isinstance(nodes, list) or len(relationships) != max(0, len(nodes) - 1): + continue + keys = [self.node(row.get('kind', ''), row) for row in nodes if isinstance(row, dict)] + if len(keys) != len(nodes): + continue + for left, relation, right in zip(keys, relationships, keys[1:]): + self.edge(left, relation, right) + for fact in result.get('facts', []): + if isinstance(fact, dict): + self.add_fact(fact) + + def node(self, kind: str, properties: dict) -> tuple[str, str]: + properties = {key: value for key, value in properties.items() if value is not None} + if kind == 'Document': + identity = properties.get('path') or properties.get('document_path') + else: + identity = properties.get('element_id') or properties.get('id') + if not identity: + if kind in {'Thesis', 'Work'}: + identity = repr((properties.get('person'), properties.get('title'), + properties.get('year'), properties.get('document_path'))) + else: + identity = canonical(properties.get('name')) + key = (kind, str(identity)) + current = self.nodes.setdefault(key, {'kind': kind}) + for field in {'name', 'title', 'year', 'start_year', 'thesis_type', 'work_type', 'path', 'source_url'}: + if field in current and field in properties and canonical(current[field]) != canonical(properties[field]): + self.conflicts.add(key) + for field, value in properties.items(): + current.setdefault(field, value) + return key + + def edge(self, left: tuple[str, str], relation: str, right: tuple[str, str]) -> None: + expected = RELATION_ENDPOINTS.get(relation) + if expected is None: + return + if kind_matches(left[0], expected[0]) and kind_matches(right[0], expected[1]): + pass + elif kind_matches(right[0], expected[0]) and kind_matches(left[0], expected[1]): + left, right = right, left + else: + return + self.adjacency[left].add((relation, right)) + self.adjacency[right].add((relation, left)) + + def neighbors(self, key: tuple[str, str], relation: str, kind: str) -> list[tuple[str, str]]: + return [target for edge, target in self.adjacency.get(key, ()) + if key not in self.conflicts and target not in self.conflicts + and edge in relation.split('|') and kind_matches(target[0], kind)] + + def add_fact(self, fact: dict) -> None: + kind = fact.get('fact_type') + if kind in {'shared_keyword', 'shared_category', 'shared_document_author'}: + singular = {'shared_keyword': 'person_keyword', 'shared_category': 'person_category', + 'shared_document_author': 'person_document_author'}[kind] + for side in ('left', 'right'): + self.add_fact({**fact, 'fact_type': singular, 'person': fact.get(side + '_person'), + 'person_element_id': fact.get(side + '_person_element_id'), + 'document_path': fact.get(side + '_document_path'), + 'source_url': fact.get(side + '_source_url')}) + return + if kind not in {'person_thesis', 'person_work', 'person_start_year', 'person_keyword', + 'person_category', 'person_document_author'} or not fact.get('person'): + return + person = self.node('Person', {'name': fact['person'], 'element_id': fact.get('person_element_id'), + 'start_year': fact.get('start_year') if kind == 'person_start_year' else None}) + path = fact.get('document_path') + document = self.node('Document', {'path': path, 'source_url': fact.get('source_url')}) if path else None + if kind in {'person_thesis', 'person_work'}: + academic_kind = 'Thesis' if kind == 'person_thesis' else 'Work' + prefix = 'thesis' if academic_kind == 'Thesis' else 'work' + academic = self.node(academic_kind, { + 'element_id': fact.get(prefix + '_element_id'), 'id': fact.get(prefix + '_id'), + 'person': fact['person'], 'document_path': path, 'title': fact.get('title'), + 'year': fact.get('year'), prefix + '_type': fact.get(prefix + '_type')}) + self.edge(person, 'AUTHORED' if academic_kind == 'Thesis' else 'HAS_WORK', academic) + if document: + self.edge(academic, 'EVIDENCED_BY', document) + elif document: + self.edge(person, 'HAS_DOCUMENT', document) + if kind == 'person_keyword' and fact.get('keyword'): + target = self.node('Keyword', {'name': fact['keyword'], 'id': fact.get('keyword_id'), + 'element_id': fact.get('keyword_element_id')}) + self.edge(document, 'HAS_KEYWORD', target) + elif kind == 'person_category' and fact.get('category'): + target = self.node('Category', {'name': fact['category'], + 'element_id': fact.get('category_element_id')}) + self.edge(document, 'IN_CATEGORY', target) + elif kind == 'person_document_author' and fact.get('document_author'): + target = self.node('DocumentAuthor', {'name': fact['document_author'], + 'id': fact.get('document_author_id'), 'element_id': fact.get('document_author_element_id')}) + self.edge(target, 'AUTHORED_DOCUMENT', document) + if fact.get('category'): + category = self.node('Category', {'name': fact['category'], + 'element_id': fact.get('category_element_id')}) + self.edge(document, 'IN_CATEGORY', category) + + def metadata_choices(self, person: tuple[str, str], binding: dict, field: str, + relation: str, kind: str) -> list[tuple[Any, Any]]: + if field not in binding: + return [(None, None)] + return [(document, node) + for document in self.neighbors(person, 'HAS_DOCUMENT', 'Document') + for node in self.neighbors(document, relation, kind) + if canonical(self.nodes[node].get('name')) == canonical(binding[field])] + + def witnesses(self, binding: dict, *, require_provenance: bool) -> list[dict]: + people = [key for key, row in self.nodes.items() if key[0] == 'Person' and key not in self.conflicts + and ('person' not in binding or canonical(row.get('name')) == canonical(binding['person']))] + academic_required = any(field in binding for field in ['academic_kind', 'academic_type', 'title', 'year']) + witnesses = [] + for person in people: + if 'start_year' in binding and canonical(self.nodes[person].get('start_year')) != canonical(binding['start_year']): + continue + academics = [] + if academic_required: + for relation, kind in [('AUTHORED', 'Thesis'), ('HAS_WORK', 'Work')]: + for academic in self.neighbors(person, relation, kind): + row = self.nodes[academic] + if 'academic_kind' in binding and not kind_matches(kind, binding['academic_kind']): + continue + if any(canonical(row.get(field)) != canonical(binding[field]) + for field in ['title', 'year'] if field in binding): + continue + type_field = 'thesis_type' if kind == 'Thesis' else 'work_type' + if 'academic_type' in binding and canonical(row.get(type_field)) != canonical(binding['academic_type']): + continue + docs = self.neighbors(academic, 'EVIDENCED_BY', 'Document') + academics.extend((academic, doc) for doc in docs) + if not docs and not require_provenance: + academics.append((academic, None)) + else: + academics = [(None, None)] + choices = [self.metadata_choices(person, binding, *arguments) for arguments in [ + ('keyword', 'HAS_KEYWORD', 'Keyword'), ('category', 'IN_CATEGORY', 'Category'), + ('document_author', 'AUTHORED_DOCUMENT', 'DocumentAuthor')]] + person_docs = self.neighbors(person, 'HAS_DOCUMENT', 'Document') if ( + require_provenance and ('start_year' in binding or not academic_required + and not any(field in binding for field in ['keyword', 'category', 'document_author'])) + ) else [None] + for (academic, academic_document), keyword, category, author, person_document in itertools.product(academics, *choices, person_docs): + docs = [doc for doc in [academic_document, keyword[0], category[0], author[0], person_document] if doc] + if binding.get('same_document') and len(set(docs)) > 1: + continue + if category[0] and author[0] and category[0] != author[0]: + continue + if 'document_path' in binding and any( + self.nodes[doc].get('path') != binding['document_path'] for doc in docs + ): + continue + witnesses.append({'person': person, 'academic': academic, 'academic_document': academic_document, + 'person_document': person_document, + 'keyword': keyword[1], 'keyword_document': keyword[0], + 'category': category[1], 'category_document': category[0], + 'document_author': author[1], 'author_document': author[0]}) + return witnesses + + def pattern_path(self, witness: dict, pattern: dict) -> list[dict] | None: + kinds, relations = pattern.get('node_kinds', []), pattern.get('relationships', []) + if not kinds or len(relations) != len(kinds) - 1 or not kind_matches('Person', kinds[0]): + return None + target_roles = {'Keyword': 'keyword', 'Category': 'category', 'DocumentAuthor': 'document_author', + 'Thesis': 'academic', 'Work': 'academic', 'Academic': 'academic', 'Thesis|Work': 'academic'} + allowed = {key for key in witness.values() if key is not None} + required_target = witness.get(target_roles.get(kinds[-1], '')) + + def visit(key, index, path): + if index == len(relations): + return path if required_target is None or key == required_target else None + for next_key in self.neighbors(key, relations[index], kinds[index + 1]): + if next_key not in allowed: + continue + result = visit(next_key, index + 1, path + [next_key]) + if result: + return result + return None + + found = visit(witness['person'], 0, [witness['person']]) + return [self.nodes[key] for key in found] if found else None + + +def implicit_patterns(binding: dict, index: int) -> list[dict]: + patterns = [] + if 'start_year' in binding or not any(field in binding for field in [ + 'academic_kind', 'academic_type', 'title', 'year', 'keyword', 'category', 'document_author' + ]): + patterns.append({'binding_index': index, 'node_kinds': ['Person', 'Document'], + 'relationships': ['HAS_DOCUMENT']}) + if any(field in binding for field in ['academic_kind', 'academic_type', 'title', 'year']): + kind = binding.get('academic_kind', 'Academic') + relationships = ['AUTHORED'] if kind == 'Thesis' else ['HAS_WORK'] if kind == 'Work' else ['AUTHORED|HAS_WORK'] + patterns.append({'binding_index': index, 'node_kinds': ['Person', kind, 'Document'], + 'relationships': relationships + ['EVIDENCED_BY']}) + for field, kind, relation in [('keyword', 'Keyword', 'HAS_KEYWORD'), + ('category', 'Category', 'IN_CATEGORY'), + ('document_author', 'DocumentAuthor', 'AUTHORED_DOCUMENT')]: + if field in binding: + patterns.append({'binding_index': index, 'node_kinds': ['Person', 'Document', kind], + 'relationships': ['HAS_DOCUMENT', relation]}) + return patterns + + +def legacy_bindings(question: dict) -> list[dict]: + """Best-effort semantic conversion of schema2 annotations, never result data.""" + graph = question.get('graph', {}) + entities = defaultdict(list) + for row in graph.get('expected_entities', []): + entities[row.get('type')].append(row.get('value')) + people = entities['person'] or [row['value'] for row in graph.get('start_entities', []) if row['type'] == 'person'] + people = people or [None] + years = entities['year'] + properties = graph.get('expected_properties', []) + start_year = any(prop == 'Person.start_year' for prop in properties) + if not years and any('.year' in prop for prop in properties) and not start_year: + years = re.findall(r'\b20\d{2}\b', question.get('question', '')) + bindings = [] + for person in people: + common = {'person': person} if person else {} + if len(years) == 1: + common['start_year' if start_year else 'year'] = years[0] + for field, entity_type in [('keyword', 'keyword'), ('category', 'category'), ('document_author', 'document_author')]: + if len(entities[entity_type]) == 1: + common[field] = entities[entity_type][0] + titles = [('Thesis', value) for value in entities['thesis_title']] + [('Work', value) for value in entities['work_title']] + if titles: + bindings.extend({**common, 'academic_kind': kind, 'title': title} for kind, title in titles) + elif len(entities['category']) > 1: + bindings.extend({**common, 'category': value} for value in entities['category']) + elif any(key != 'person' for key in common): + bindings.append(common) + return bindings + + +def positive_answer_facts(result: dict) -> list[dict]: + facts = [] + for row in result.get('facts', []): + if not isinstance(row, dict): + facts.append(row) + continue + kind = row.get('fact_type', '') + if kind == 'academic_year_comparison' and row.get('same_academic_year') is False and not row.get('shared_years'): + continue + if kind == 'start_year_comparison' and row.get('same_start_year') is False and row.get('shared_start_year') is None: + continue + facts.append(row) + return facts + + +def evaluate_contract(question: dict, result: dict) -> dict: + graph = question.get('graph', {}) + schema = graph.get('schema_version', 2) + negative = bool(graph.get('expected_no_answer') or question.get('should_answer') is False) + expected_status = graph.get('expected_status') + if negative: + status = result.get('status') + no_positive = not positive_answer_facts(result) and not result.get('paths') + aggregation = result.get('aggregation') or {} + if schema >= 3 and expected_status is None: + expected_status = 'no_answer' + status_ok = status == expected_status if expected_status else status in {'no_answer', 'ambiguous'} + reason = result.get('reason') + ok = bool(status_ok and isinstance(reason, str) and reason.strip() + and no_positive and not aggregation.get('count')) + return {'answerability_ok': ok, 'bindings_ok': True, 'binding_score': 1.0, + 'paths_ok': True, 'path_score': 1.0, 'binding_results': [], 'path_results': [], + 'expected_no_answer': True, 'actual_status': status} + status_ok = (result.get('status') == 'ok' if schema >= 3 + else result.get('status') not in {'no_answer', 'ambiguous', 'error'}) + bindings = graph.get('expected_bindings') + if bindings is None: + bindings = legacy_bindings(question) + empty_count_answer = (graph.get('expected_count') == 0 and graph.get('expected_entity_set') == [] + and (result.get('aggregation') or {}).get('count') == 0 + and (result.get('aggregation') or {}).get('complete') is True) + if schema >= 3 and not bindings and not empty_count_answer: + status_ok = False + evidence = EvidenceGraph(result) + explicit_patterns = graph.get('expected_path_patterns', []) + source_choices = graph.get('expected_evidence_documents', []) + binding_results, path_results = [], [] + for index, binding in enumerate(bindings): + candidates = evidence.witnesses(binding, require_provenance=schema >= 3) + patterns = [p for p in explicit_patterns if p.get('binding_index') == index] + if not patterns and schema >= 3: + patterns = implicit_patterns(binding, index) + winner = None + for candidate in candidates: + checks = [evidence.pattern_path(candidate, pattern) for pattern in patterns] + source_ok = True + for choice in source_choices: + if choice.get('binding_index') != index: + continue + document = evidence.nodes.get(candidate.get(choice.get('role')), {}) + if not any(document.get('path') == option.get('document_path') + and document.get('source_url') == option.get('source_url') + for option in choice.get('any_of', [])): + source_ok = False + break + if source_ok and all(check is not None for check in checks): + winner = checks + break + binding_results.append({'binding': binding, 'matched': bool(candidates) and winner is not None}) + for pattern_index, pattern in enumerate(patterns): + path_results.append({'pattern': pattern, 'matched': winner is not None, + 'witness': winner[pattern_index] if winner is not None else []}) + bindings_ok = all(row['matched'] for row in binding_results) + paths_ok = all(row['matched'] for row in path_results) + # A malformed pattern referencing a nonexistent binding must not vanish. + if any(not isinstance(p.get('binding_index'), int) or p['binding_index'] not in range(len(bindings)) + for p in explicit_patterns): + paths_ok = False + if any(not isinstance(p.get('binding_index'), int) or p['binding_index'] not in range(len(bindings)) + or p.get('role') not in {'academic_document', 'keyword_document', 'category_document', + 'author_document', 'person_document'} or not p.get('any_of') + for p in source_choices): + bindings_ok = False + return {'answerability_ok': status_ok, 'bindings_ok': bindings_ok, + 'binding_score': sum(row['matched'] for row in binding_results) / len(binding_results) if binding_results else 1.0, + 'paths_ok': paths_ok, + 'path_score': sum(row['matched'] for row in path_results) / len(path_results) if path_results else float(paths_ok), + 'binding_results': binding_results, 'path_results': path_results, + 'expected_no_answer': False, 'actual_status': result.get('status', 'ok')} diff --git a/tools/graphrag/evaluation/freeze_graphrag.py b/tools/graphrag/evaluation/freeze_graphrag.py index 2e9155a..4a8c2a1 100644 --- a/tools/graphrag/evaluation/freeze_graphrag.py +++ b/tools/graphrag/evaluation/freeze_graphrag.py @@ -22,26 +22,47 @@ def make_freeze(dev: dict, questions: list[dict], fingerprints: dict, audit: dic raise RuntimeError('Source audit does not match the benchmark and inputs.') if len(audit['questions']) != len(questions) or {r['id'] for r in audit['questions']} != {q['id'] for q in questions}: raise RuntimeError('Source audit must cover every question exactly once.') - return {'schema_version': 1, 'frozen_at_utc': datetime.now(timezone.utc).isoformat(), + schema3 = any(question.get('graph', {}).get('schema_version') == 3 for question in questions) + partition = None + if schema3: + if audit.get('source_corpus') != fingerprints.get('source_corpus'): + raise RuntimeError('Independent audit does not match original Markdown sources.') + if any(not row.get('source_consistent') for row in audit['questions']): + raise RuntimeError('Resolve source-inconsistent annotations before freezing v2.') + profiles = {split: {profile for question in questions if question['split'] == split + for profile in question.get('graph', {}).get('source_profiles', [])} + for split in ('dev', 'test')} + if profiles['dev'] & profiles['test']: + raise RuntimeError('DEV/TEST source profiles overlap; independent holdout refused.') + if not profiles['dev'] or not profiles['test']: + raise RuntimeError('Primary v2 freeze requires declared DEV and TEST source profiles.') + partition = {'method': 'disjoint source profiles', + 'dev_profile_count': len(profiles['dev']), + 'test_profile_count': len(profiles['test']), 'overlap': 0} + return {'schema_version': 2 if schema3 else 1, + 'partition': partition, 'frozen_at_utc': datetime.now(timezone.utc).isoformat(), 'fingerprints': fingerprints, 'graph': dev['run_metadata']['graph'], 'parameters': {key: dev['configuration'][key] for key in ['limit', 'max_entities']}, 'dev_summary': dev['summary'], 'source_audit_summary': audit['by_split'], - 'policy': 'Report all questions. Source-consistent subset is supplementary. No holdout tuning.'} + 'policy': 'Report all questions including negatives. No exclusions or holdout tuning.'} def main() -> None: parser = argparse.ArgumentParser(description=__doc__) parser.add_argument('--dev-results', type=Path, required=True) - parser.add_argument('--questions', type=Path, default=Path(__file__).parent / 'graphrag_questions.json') + parser.add_argument('--questions', type=Path, default=Path(__file__).parent / 'graphrag_questions_v2.json') parser.add_argument('--audit', type=Path, required=True) parser.add_argument('--output', type=Path, required=True) args = parser.parse_args() + if args.output.exists(): + parser.error('Freeze manifest already exists; choose a new version/output path.') manifest = make_freeze(json.loads(args.dev_results.read_text()), json.loads(args.questions.read_text()), content_fingerprints(args.questions), json.loads(args.audit.read_text())) manifest.update({'dev_results_sha256': sha256_file(args.dev_results), 'audit_sha256': sha256_file(args.audit)}) args.output.parent.mkdir(parents=True, exist_ok=True) - args.output.write_text(json.dumps(manifest, ensure_ascii=False, indent=2) + '\n') + with args.output.open('x', encoding='utf-8') as output: + output.write(json.dumps(manifest, ensure_ascii=False, indent=2) + '\n') print(f'Frozen GraphRAG: {args.output}') diff --git a/tools/graphrag/evaluation/frozen_v2.json b/tools/graphrag/evaluation/frozen_v2.json new file mode 100644 index 0000000..610754e --- /dev/null +++ b/tools/graphrag/evaluation/frozen_v2.json @@ -0,0 +1,211 @@ +{ + "schema_version": 2, + "partition": { + "method": "disjoint source profiles", + "dev_profile_count": 45, + "test_profile_count": 24, + "overlap": 0 + }, + "frozen_at_utc": "2026-10-25T01:03:09.186759+00:00", + "fingerprints": { + "implementation": { + "tools/graphrag/__init__.py": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", + "tools/graphrag/build_graphrag.py": "81f6e9f5c9e71b588f8bed1968c1e900e29e484ba81d23b6a3a68e7220ad75a5", + "tools/graphrag/evaluation/__init__.py": 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+ "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": 0.042799, + "latency_median_seconds": 0.040359, + "latency_p95_seconds": 0.061584 + }, + "source_audit_summary": { + "dev": { + "questions": 509, + "source_consistent": 509, + "issues": {} + }, + "test": { + "questions": 80, + "source_consistent": 80, + "issues": {} + } + }, + "policy": "Report all questions including negatives. No exclusions or holdout tuning.", + "dev_results_sha256": "3bcb4bed1370975c47de2d34ea00f80c87d4832eee395cfde0d69130d5716be6", + "audit_sha256": "6000c6a14cedaa31dd8c1b35b7f95c142a4233cd8508542f84235bceaf6c6cdf" +} diff --git a/tools/graphrag/evaluation/graphrag_evaluator.py b/tools/graphrag/evaluation/graphrag_evaluator.py index 145b568..4690d3c 100644 --- a/tools/graphrag/evaluation/graphrag_evaluator.py +++ b/tools/graphrag/evaluation/graphrag_evaluator.py @@ -9,6 +9,8 @@ from collections import defaultdict from pathlib import Path from typing import Any +from .evidence_contract import evaluate_contract + VALID_SPLITS = ( "dev", @@ -181,14 +183,33 @@ def load_questions( f"{question_id}: chýba graph." ) - if graph.get( - "schema_version" - ) != 2: + if graph.get("schema_version") not in {2, 3}: raise ValueError( f"{question_id}: benchmark nie je " - "schema_version=2." + "schema_version=2 alebo 3." ) + if graph.get('schema_version') == 3: + bindings = graph.get('expected_bindings') + if not isinstance(bindings, list) or any(not isinstance(row, dict) for row in bindings): + raise ValueError(f'{question_id}: schema3 requires expected_bindings as a list of objects.') + negative = graph.get('expected_no_answer') or item.get('should_answer') is False + if negative and bindings: + raise ValueError(f'{question_id}: no-answer cases cannot require positive bindings.') + if not negative and not bindings and graph.get('expected_count') != 0: + raise ValueError(f'{question_id}: a positive case needs bindings or an explicit zero count.') + patterns = graph.get('expected_path_patterns', []) + if not isinstance(patterns, list) or any(not isinstance(row, dict) for row in patterns): + raise ValueError(f'{question_id}: expected_path_patterns must be a list of objects.') + for pattern in patterns: + index = pattern.get('binding_index') + nodes, relations = pattern.get('node_kinds'), pattern.get('relationships') + if (not isinstance(index, int) or index not in range(len(bindings)) + or not isinstance(nodes, list) or not nodes + or not isinstance(relations, list) or len(relations) != len(nodes) - 1 + or any(not isinstance(value, str) for value in nodes + relations)): + raise ValueError(f'{question_id}: invalid connected path pattern.') + questions.append( item ) @@ -296,7 +317,8 @@ def ratio( return matched / expected -def entity_value_is_present(entity_type: str, value: str, result: dict[str, Any]) -> bool: +def entity_value_is_present(entity_type: str, value: str, result: dict[str, Any], + question: dict[str, Any] | None = None) -> bool: """Score typed answer evidence, never aliases copied from the question.""" rows = list(result.get("facts", [])) rows.extend(node for path in result.get("paths", []) for node in path.get("nodes", [])) @@ -305,7 +327,7 @@ def entity_value_is_present(entity_type: str, value: str, result: dict[str, Any] "keyword": ("keyword",), "category": ("category",), "document_author": ("document_author",), - "year": ("year", "start_year", "shared_start_year", "shared_years"), + "year": ("year",), "start_year": ("start_year", "shared_start_year"), "thesis_title": ("title",), "work_title": ("title",), @@ -313,7 +335,17 @@ def entity_value_is_present(entity_type: str, value: str, result: dict[str, Any] node_kinds = {"person": "Person", "keyword": "Keyword", "category": "Category", "document_author": "DocumentAuthor"} expected = normalize_text(value) + start_year_context = bool(question and question.get('graph', {}).get('expected_properties') + and all(p == 'Person.start_year' for p in question['graph']['expected_properties'])) + if entity_type == 'year' and start_year_context: + fields = ('start_year', 'shared_start_year') for row in rows: + if entity_type == 'year' and not start_year_context and not ( + row.get('kind') in {'Thesis', 'Work'} + or row.get('fact_type') in {'person_thesis', 'person_work'} + or row.get('thesis_type') is not None or row.get('work_type') is not None + ): + continue if entity_type == "thesis_title" and not (row.get("kind") == "Thesis" or row.get("thesis_type")): continue if entity_type == "work_title" and not (row.get("kind") == "Work" or row.get("work_type")): @@ -687,7 +719,8 @@ def actual_entity_set( values: set[str] = set() - if category == "person_multiple_categories": + field = question.get('graph', {}).get('entity_set_field') + if category == "person_multiple_categories" or field == 'category': for fact in result.get( "facts", [], @@ -715,7 +748,7 @@ def actual_entity_set( return values - if category == "candidate_set_aggregation": + if category == "candidate_set_aggregation" or field == 'person': for fact in result.get( "facts", [], @@ -744,6 +777,11 @@ def actual_entity_set( return values + if field == 'keyword': + return {str(fact['keyword']) for fact in result.get('facts', []) + if isinstance(fact, dict) and fact.get('fact_type') in {'person_keyword', 'shared_keyword'} + and fact.get('keyword')} + return values @@ -866,6 +904,7 @@ def evaluate_result( entity_type, value, result, + question, ) ] @@ -1034,14 +1073,28 @@ def evaluate_result( expected_count = graph.get("expected_count") aggregation = result.get("aggregation") or {} - count_ok = expected_count is None or ( - aggregation.get("complete") is True - and aggregation.get("count") == expected_count - ) + count_ok = True + if expected_count is not None: + actual_count = aggregation.get('count') + actual_values = normalized_set(actual_entity_set(question, result)) + declared_values = aggregation.get('people') + count_ok = bool( + aggregation.get('complete') is True + and isinstance(actual_count, int) and not isinstance(actual_count, bool) + and actual_count == expected_count + and len(actual_values) == actual_count + and isinstance(declared_values, list) + and normalized_set(declared_values) == actual_values + and len(declared_values) == actual_count + ) complete = not result.get("truncated", False) + contract = evaluate_contract(question, result) strict = all( ( error is None, + contract['answerability_ok'], + contract['bindings_ok'], + contract['paths_ok'], complete, count_ok, value_score == 1.0, @@ -1061,6 +1114,7 @@ def evaluate_result( ) return { + **contract, "count_ok": count_ok, "expected_count": expected_count, "actual_count": aggregation.get("count"), @@ -1261,6 +1315,9 @@ def aggregate_rows( "relation_choice_score": 0.0, "document_recall": 0.0, "source_recall": 0.0, + "binding_score": 0.0, + "path_score": 0.0, + "answerability_accuracy": 0.0, "latency_mean_seconds": 0.0, "latency_median_seconds": 0.0, "latency_p95_seconds": 0.0, @@ -1338,6 +1395,9 @@ def aggregate_rows( "source_recall": mean( "source_recall" ), + "binding_score": round(statistics.fmean(float(row.get('binding_score', 1.0)) for row in rows), 6), + "path_score": round(statistics.fmean(float(row.get('path_score', 1.0)) for row in rows), 6), + "answerability_accuracy": round(statistics.fmean(bool(row.get('answerability_ok', True)) for row in rows), 6), "latency_mean_seconds": round( statistics.fmean( latencies diff --git a/tools/graphrag/evaluation/graphrag_questions_v2.json b/tools/graphrag/evaluation/graphrag_questions_v2.json new file mode 100644 index 0000000..ac9c620 --- /dev/null +++ b/tools/graphrag/evaluation/graphrag_questions_v2.json @@ -0,0 +1,71956 @@ +[ + { + "id": "g0001", + "split": "dev", + "category": "shared_keyword_pair", + "difficulty": "hard", + "question": "Sú osoby Maroš Harahus a Jakub Maruniak v ZP Wiki prepojené cez kľúčové slovo Spacy? Uveď spoločné kľúčové slovo.", + "should_answer": true, + "expected_documents": [ + "pages/students/2016/jakub_maruniak/README.md", + "pages/students/2016/maros_harahus/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak", + "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus" + ], + "expected_answer_contains": [ + "Maroš Harahus", + "Spacy", + "Jakub Maruniak" + ], + "graph": { + "schema_version": 3, + "task": "shared_keyword_pair", + "start_entities": [ + { + "type": "person", + "value": "Maroš Harahus" + }, + { + "type": "person", + "value": "Jakub Maruniak" + } + ], + "expected_bindings": [ + { + "person": "Maroš Harahus", + "keyword": "Spacy" + }, + { + "person": "Jakub Maruniak", + "keyword": "Spacy" + } + ], + "expected_evidence_documents": [ + { + "binding_index": 0, + "role": "keyword_document", + "any_of": [ + { + "document_path": "pages/students/2016/maros_harahus/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus" + }, + { + "document_path": "pages/students/2016/maros_harahus/timovy_projekt/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus/timovy_projekt" + } + ] + }, + { + "binding_index": 1, + "role": "keyword_document", + "any_of": [ + { + "document_path": "pages/students/2016/jakub_maruniak/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak" + } + ] + } + ], + "expected_path_patterns": [ + { + "binding_index": 0, + "node_kinds": [ + "Person", + "Document", + "Keyword" + ], + "relationships": [ + "HAS_DOCUMENT", + "HAS_KEYWORD" + ] + }, + { + "binding_index": 1, + "node_kinds": [ + "Person", + "Document", + "Keyword" + ], + "relationships": [ + "HAS_DOCUMENT", + "HAS_KEYWORD" + ] + } + ], + "expected_no_answer": false, + "expected_status": "ok", + "expected_entities": [ + { + "type": "person", + "value": "Maroš Harahus" + }, + { + "type": "keyword", + "value": "Spacy" + }, + { + "type": "person", + "value": "Jakub Maruniak" + }, + { + "type": "keyword", + "value": "Spacy" + } + ], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2016/jakub_maruniak/README.md", + "pages/students/2016/maros_harahus/README.md" + ], + "partition_group": "c8cf8763ddf08da54a46" + }, + "source_evidence": [ + { + "document_path": "pages/students/2016/maros_harahus/README.md", + "sha256": "0da150e91918632c9e8cd1443f04da403595a372517e254928ce9f76c9d5033d", + "field": "taxonomy.tag", + "value": "Spacy" + }, + { + "document_path": "pages/students/2016/maros_harahus/timovy_projekt/README.md", + "sha256": "75af19f7c68f4b646fa1dbae75f3f3dfc52633a9f9da1400d21808bb20be0d83", + "field": "taxonomy.tag", + "value": "Spacy" + }, + { + "document_path": "pages/students/2016/jakub_maruniak/README.md", + "sha256": "6734c41a95b9d0c1e3d226b393ad109ee4a7b82ebfffa73df2d7e0a743fefa14", + "field": "taxonomy.tag", + "value": "Spacy" + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ], + "legacy_split": "dev", + "legacy_role": "previously_seen_regression_only" + }, + { + "id": "g0002", + "split": "dev", + "category": "shared_keyword_pair", + "difficulty": "hard", + "question": "Over prepojenie osôb Maroš Harahus a Jakub Maruniak cez kľúčové slovo Spacy a pomenuj spoločné kľúčové slovo.", + "should_answer": true, + "expected_documents": [ + "pages/students/2016/jakub_maruniak/README.md", + "pages/students/2016/maros_harahus/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak", + "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus" + ], + "expected_answer_contains": [ + "Maroš Harahus", + "Spacy", + "Jakub Maruniak" + ], + "graph": { + "schema_version": 3, + "task": "shared_keyword_pair", + "start_entities": [ + { + "type": "person", + "value": "Maroš Harahus" + }, + { + "type": "person", + "value": "Jakub Maruniak" + } + ], + "expected_bindings": [ + { + "person": "Maroš Harahus", + "keyword": "Spacy" + }, + { + "person": "Jakub Maruniak", + "keyword": "Spacy" + } + ], + "expected_evidence_documents": [ + { + "binding_index": 0, + "role": "keyword_document", + "any_of": [ + { + "document_path": "pages/students/2016/maros_harahus/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus" + }, + { + "document_path": "pages/students/2016/maros_harahus/timovy_projekt/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus/timovy_projekt" + } + ] + }, + { + "binding_index": 1, + "role": "keyword_document", + "any_of": [ + { + "document_path": "pages/students/2016/jakub_maruniak/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak" + } + ] + } + ], + "expected_path_patterns": [ + { + "binding_index": 0, + "node_kinds": [ + "Person", + "Document", + "Keyword" + ], + "relationships": [ + "HAS_DOCUMENT", + "HAS_KEYWORD" + ] + }, + { + "binding_index": 1, + "node_kinds": [ + "Person", + "Document", + "Keyword" + ], + "relationships": [ + "HAS_DOCUMENT", + "HAS_KEYWORD" + ] + } + ], + "expected_no_answer": false, + "expected_status": "ok", + "expected_entities": [ + { + "type": "person", + "value": "Maroš Harahus" + }, + { + "type": "keyword", + "value": "Spacy" + }, + { + "type": "person", + "value": "Jakub Maruniak" + }, + { + "type": "keyword", + "value": "Spacy" + } + ], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2016/jakub_maruniak/README.md", + "pages/students/2016/maros_harahus/README.md" + ], + "partition_group": "c8cf8763ddf08da54a46" + }, + "source_evidence": [ + { + "document_path": "pages/students/2016/maros_harahus/README.md", + "sha256": "0da150e91918632c9e8cd1443f04da403595a372517e254928ce9f76c9d5033d", + "field": "taxonomy.tag", + "value": "Spacy" + }, + { + "document_path": "pages/students/2016/maros_harahus/timovy_projekt/README.md", + "sha256": "75af19f7c68f4b646fa1dbae75f3f3dfc52633a9f9da1400d21808bb20be0d83", + "field": "taxonomy.tag", + "value": "Spacy" + }, + { + "document_path": "pages/students/2016/jakub_maruniak/README.md", + "sha256": "6734c41a95b9d0c1e3d226b393ad109ee4a7b82ebfffa73df2d7e0a743fefa14", + "field": "taxonomy.tag", + "value": "Spacy" + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ], + "legacy_split": "dev", + "legacy_role": "previously_seen_regression_only" + }, + { + "id": "g0003", + "split": "dev", + "category": "shared_keyword_pair", + "difficulty": "hard", + "question": "Sú osoby Maroš Harahus a Kristián Sopkovič v ZP Wiki prepojené cez kľúčové slovo Spacy? Uveď spoločné kľúčové slovo.", + "should_answer": true, + "expected_documents": [ + "pages/students/2016/maros_harahus/README.md", + "pages/students/2019/kristian_sopkovic/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus", + "https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic" + ], + "expected_answer_contains": [ + "Maroš Harahus", + "Spacy", + "Kristián Sopkovič" + ], + "graph": { + "schema_version": 3, + "task": "shared_keyword_pair", + "start_entities": [ + { + "type": "person", + "value": "Maroš Harahus" + }, + { + "type": "person", + "value": "Kristián Sopkovič" + } + ], + "expected_bindings": [ + { + "person": "Maroš Harahus", + "keyword": "Spacy" + }, + { + "person": "Kristián Sopkovič", + "keyword": "Spacy" + } + ], + "expected_evidence_documents": [ + { + "binding_index": 0, + "role": "keyword_document", + "any_of": [ + { + "document_path": "pages/students/2016/maros_harahus/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus" + }, + { + "document_path": "pages/students/2016/maros_harahus/timovy_projekt/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus/timovy_projekt" + } + ] + }, + { + "binding_index": 1, + "role": "keyword_document", + "any_of": [ + { + "document_path": "pages/students/2019/kristian_sopkovic/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic" + } + ] + } + ], + "expected_path_patterns": [ + { + "binding_index": 0, + "node_kinds": [ + "Person", + "Document", + "Keyword" + ], + "relationships": [ + "HAS_DOCUMENT", + "HAS_KEYWORD" + ] + }, + { + "binding_index": 1, + "node_kinds": [ + "Person", + "Document", + "Keyword" + ], + "relationships": [ + "HAS_DOCUMENT", + "HAS_KEYWORD" + ] + } + ], + "expected_no_answer": false, + "expected_status": "ok", + "expected_entities": [ + { + "type": "person", + "value": "Maroš Harahus" + }, + { + "type": "keyword", + "value": "Spacy" + }, + { + "type": "person", + "value": "Kristián Sopkovič" + }, + { + "type": "keyword", + "value": "Spacy" + } + ], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2016/maros_harahus/README.md", + "pages/students/2019/kristian_sopkovic/README.md" + ], + "partition_group": "be75e5829e3577dcde6c" + }, + "source_evidence": [ + { + "document_path": "pages/students/2016/maros_harahus/README.md", + "sha256": "0da150e91918632c9e8cd1443f04da403595a372517e254928ce9f76c9d5033d", + "field": "taxonomy.tag", + "value": "Spacy" + }, + { + "document_path": "pages/students/2016/maros_harahus/timovy_projekt/README.md", + "sha256": "75af19f7c68f4b646fa1dbae75f3f3dfc52633a9f9da1400d21808bb20be0d83", + "field": "taxonomy.tag", + "value": "Spacy" + }, + { + "document_path": "pages/students/2019/kristian_sopkovic/README.md", + "sha256": "3286960fb30f584df35455f9b6dfae81ca4827a1d711d2bcd6e48c3f150c9279", + "field": "taxonomy.tag", + "value": "Spacy" + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ], + "legacy_split": "dev", + "legacy_role": "previously_seen_regression_only" + }, + { + "id": "g0004", + "split": "dev", + "category": "shared_keyword_pair", + "difficulty": "hard", + "question": "Over prepojenie osôb Maroš Harahus a Kristián Sopkovič cez kľúčové slovo Spacy a pomenuj spoločné kľúčové slovo.", + "should_answer": true, + "expected_documents": [ + "pages/students/2016/maros_harahus/README.md", + "pages/students/2019/kristian_sopkovic/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus", + "https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic" + ], + "expected_answer_contains": [ + "Maroš Harahus", + "Spacy", + "Kristián Sopkovič" + ], + "graph": { + "schema_version": 3, + "task": "shared_keyword_pair", + "start_entities": [ + { + "type": "person", + "value": "Maroš Harahus" + }, + { + "type": "person", + "value": "Kristián Sopkovič" + } + ], + "expected_bindings": [ + { + "person": "Maroš Harahus", + "keyword": "Spacy" + }, + { + "person": "Kristián Sopkovič", + "keyword": "Spacy" + } + ], + "expected_evidence_documents": [ + { + "binding_index": 0, + "role": "keyword_document", + "any_of": [ + { + "document_path": "pages/students/2016/maros_harahus/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus" + }, + { + "document_path": "pages/students/2016/maros_harahus/timovy_projekt/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2016/maros_harahus/timovy_projekt" + } + ] + }, + { + "binding_index": 1, + "role": "keyword_document", + "any_of": [ + { + "document_path": "pages/students/2019/kristian_sopkovic/README.md", + "source_url": "https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic" + } + ] + } + ], + "expected_path_patterns": [ + { + "binding_index": 0, + "node_kinds": [ + "Person", + "Document", + "Keyword" + ], + "relationships": [ + "HAS_DOCUMENT", + 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"field": "academic_record", + "academic_kind": "Thesis", + "academic_type": "bachelor_thesis", + "title": "Vyhodnotenie generovania slovenského jazyka s pomocou vyhľadávania", + "year": 2025, + "heading_line": 13, + "title_line": 19, + "year_basis": "heading" + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "holdout-negative-year-0", + "split": "test", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov práce má osoba Adrián Remiáš, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo interpuction?", + "should_answer": false, + "expected_documents": [ + "pages/students/2018/adrian_remias/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2018/adrian_remias" + ], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Adrián Remiáš" + } + ], + "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/adrian_remias/README.md" + ], + "no_answer_basis": "No source academic record has year 2099.", + "negative_constraints": { + "year": 2099, + "keyword": "interpuction" + }, + "partition_group": "a7bb4b2aa87eff88420c" + }, + "source_evidence": [ + { + "document_path": "pages/students/2018/adrian_remias/README.md", + "sha256": "e5bfe1d5d4e626beaa636a02d34ec58cf2cff9b0e57833905af35b80bf1465a2", + "field": "closed_world_metadata", + "tags": [ + "nlp", + "transformers", + "interpuction" + ], + "categories": [ + "dp2024" + ] + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "holdout-negative-year-1", + "split": "test", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov práce má osoba Artur Hyrenko, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo chatbot?", + "should_answer": false, + "expected_documents": [ + "pages/students/2021/artur_hyrenko/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko" + ], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Artur Hyrenko" + } + ], + "expected_bindings": [], + "expected_evidence_documents": [], + "expected_path_patterns": [], + "expected_no_answer": true, + "expected_status": "no_answer", + "expected_entities": [], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2021/artur_hyrenko/README.md" + ], + "no_answer_basis": "No source academic record has year 2099.", + "negative_constraints": { + "year": 2099, + "keyword": "chatbot" + }, + "partition_group": "c2e24af3eb4caae1ad96" + }, + "source_evidence": [ + { + "document_path": "pages/students/2021/artur_hyrenko/README.md", + "sha256": "0568261f4ade4de5472edcfeb1ffed9abae18dc67e4050f4ce2ad088839a2bb3", + "field": "closed_world_metadata", + "tags": [ + "chatbot", + "rasa", + "dialog", + "nlp" + ], + "categories": [ + "dp2026" + ] + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "holdout-negative-year-2", + "split": "test", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov práce má osoba Dávid Iľaš, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo emotion?", + "should_answer": false, + "expected_documents": [ + "pages/students/2018/david_ilas/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2018/david_ilas" + ], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Dávid Iľaš" + } + ], + "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/david_ilas/README.md" + ], + "no_answer_basis": "No source academic record has year 2099.", + "negative_constraints": { + "year": 2099, + "keyword": "emotion" + }, + "partition_group": "f986770a1e1958595390" + }, + "source_evidence": [ + { + "document_path": "pages/students/2018/david_ilas/README.md", + "sha256": "96c45ff9c5a821ddcb1a2fc86d487bd8f4729d1b76887914b0f5fbf99af45af0", + "field": "closed_world_metadata", + "tags": [ + "nlp", + "emotion" + ], + "categories": [ + "dp2023" + ] + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "holdout-negative-year-3", + "split": "test", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov práce má osoba Dávid Kostilník, ak jej práca je z roku 2099 a jej dokument obsahuje kľúčové slovo ir?", + "should_answer": false, + "expected_documents": [ + "pages/students/2020/david_kostilnik/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik" + ], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Dávid Kostilník" + } + ], + "expected_bindings": [], + "expected_evidence_documents": [], + "expected_path_patterns": [], + "expected_no_answer": true, + "expected_status": "no_answer", + "expected_entities": [], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2020/david_kostilnik/README.md" + ], + "no_answer_basis": "No source academic record has year 2099.", + "negative_constraints": { + "year": 2099, + "keyword": "ir" + }, + "partition_group": "e9efbd24c8ca844688d5" + }, + "source_evidence": [ + { + "document_path": "pages/students/2020/david_kostilnik/README.md", + "sha256": "2927524b75da59a64120fc364a0fc374986fa4d364d54e52c36800762c203264", + "field": "closed_world_metadata", + "tags": [ + "ir" + ], + "categories": [ + "dp2025" + ] + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "holdout-negative-tag-0", + "split": "test", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov práce má osoba Dávid Stromp, ak jej dokument obsahuje kľúčové slovo neexistujucitagvzor?", + "should_answer": false, + "expected_documents": [ + "pages/students/2019/david_stromp/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2019/david_stromp" + ], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Dávid Stromp" + } + ], + "expected_bindings": [], + "expected_evidence_documents": [], + "expected_path_patterns": [], + "expected_no_answer": true, + "expected_status": "no_answer", + "expected_entities": [], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2019/david_stromp/README.md" + ], + "no_answer_basis": "Requested tag absent from complete raw frontmatter catalog.", + "negative_constraints": { + "keyword": "neexistujucitagvzor" + }, + "partition_group": "e491cd8b2ace998a455e" + }, + "source_evidence": [ + { + "document_path": "pages/students/2019/david_stromp/README.md", + "sha256": "e46ca8691d5ec894128f6f6f2ed33e2c7bd141f80719bb0449b20f10f30cca09", + "field": "closed_world_metadata", + "tags": [ + "ir", + "cassandra", + "nlp", + "cluster" + ], + "categories": [ + "bp2022" + ] + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "holdout-negative-tag-1", + "split": "test", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov práce má osoba Dmytro Mural, ak jej dokument obsahuje kľúčové slovo neexistujucitagvzor?", + "should_answer": false, + "expected_documents": [ + "pages/students/2019/dmytro_mural/README.md" + ], + "expected_source_urls": [ + "https://zp.kemt.fei.tuke.sk/students/2019/dmytro_mural" + ], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Dmytro Mural" + } + ], + "expected_bindings": [], + "expected_evidence_documents": [], + "expected_path_patterns": [], + "expected_no_answer": true, + "expected_status": "no_answer", + "expected_entities": [], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [ + "pages/students/2019/dmytro_mural/README.md" + ], + "no_answer_basis": "Requested tag absent from complete raw frontmatter catalog.", + "negative_constraints": { + "keyword": "neexistujucitagvzor" + }, + "partition_group": "fc5129a02a76b4cf190d" + }, + "source_evidence": [ + { + "document_path": "pages/students/2019/dmytro_mural/README.md", + "sha256": "e881a47d847c3ef8d680844113fdbfbb87553b28982bf9eef4936f6d30923e93", + "field": "closed_world_metadata", + "tags": [], + "categories": [ + "bp2022" + ] + } + ], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "holdout-negative-person-0", + "split": "test", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov diplomovej práce má osoba Tibor Neexistujúci Skúšobný?", + "should_answer": false, + "expected_documents": [], + "expected_source_urls": [], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Tibor Neexistujúci Skúšobný" + } + ], + "expected_bindings": [], + "expected_evidence_documents": [], + "expected_path_patterns": [], + "expected_no_answer": true, + "expected_status": "no_answer", + "expected_entities": [], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [], + "no_answer_basis": "Explicit full name absent from all raw profile frontmatter titles.", + "negative_constraints": { + "unknown_person": "Tibor Neexistujúci Skúšobný" + }, + "partition_group": "824378cc0619ae3ec6de" + }, + "source_evidence": [], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + }, + { + "id": "holdout-negative-person-1", + "split": "test", + "category": "negative_lookup", + "difficulty": "hard", + "question": "Aký názov diplomovej práce má osoba Lenka Neskutočná Vzorová?", + "should_answer": false, + "expected_documents": [], + "expected_source_urls": [], + "expected_answer_contains": [], + "graph": { + "schema_version": 3, + "task": "negative_lookup", + "start_entities": [ + { + "type": "person", + "value": "Lenka Neskutočná Vzorová" + } + ], + "expected_bindings": [], + "expected_evidence_documents": [], + "expected_path_patterns": [], + "expected_no_answer": true, + "expected_status": "no_answer", + "expected_entities": [], + "expected_relations": [], + "expected_properties": [], + "source_profiles": [], + "no_answer_basis": "Explicit full name absent from all raw profile frontmatter titles.", + "negative_constraints": { + "unknown_person": "Lenka Neskutočná Vzorová" + }, + "partition_group": "88a6c1da308911c5b504" + }, + "source_evidence": [], + "evidence_basis": [ + "independent_raw_markdown_oracle_v2" + ] + } +] diff --git a/tools/graphrag/evaluation/reproducibility.py b/tools/graphrag/evaluation/reproducibility.py index 1970004..a407a6a 100644 --- a/tools/graphrag/evaluation/reproducibility.py +++ b/tools/graphrag/evaluation/reproducibility.py @@ -3,6 +3,7 @@ from __future__ import annotations import hashlib import json +import os import platform import subprocess from datetime import datetime, timezone @@ -16,6 +17,19 @@ def sha256_file(path: Path) -> str: return hashlib.sha256(path.read_bytes()).hexdigest() +def source_corpus_fingerprint(root: Path = ROOT) -> dict[str, Any]: + """Bind independent expectations to the original Markdown, not graph output.""" + wiki = Path(os.getenv('ZPWIKI_ROOT', str(root.parent / 'zpwiki'))) + pages = wiki / 'pages' + if not pages.is_dir(): + raise RuntimeError(f'Original ZP Wiki Markdown directory is missing: {pages}') + documents = {str(path.relative_to(wiki)): sha256_file(path) + for path in sorted(pages.rglob('README.md')) if path.is_file()} + serialized = json.dumps(documents, sort_keys=True, separators=(',', ':')).encode() + return {'sha256': hashlib.sha256(serialized).hexdigest(), + 'document_count': len(documents), 'documents': documents} + + def content_fingerprints(questions: Path, root: Path = ROOT) -> dict[str, Any]: files = sorted((root / 'tools/graphrag').rglob('*.py')) # requirements.txt and tools/ are present both in the checkout and image. @@ -24,6 +38,7 @@ def content_fingerprints(questions: Path, root: Path = ROOT) -> dict[str, Any]: 'implementation': {str(path.relative_to(root)): sha256_file(path) for path in files}, 'dataset_sha256': sha256_file(questions), 'inputs': {name: sha256_file(root / name) for name in ['data/documents.json', 'data/chunks.json']}, + 'source_corpus': source_corpus_fingerprint(root), } @@ -52,7 +67,7 @@ def run_metadata(questions: Path) -> dict[str, Any]: return result.stdout.strip() if result.returncode == 0 else None return {'started_at_utc': datetime.now(timezone.utc).isoformat(), 'python': platform.python_version(), 'git_head': revision(ROOT), - 'wiki_git_head': revision(ROOT.parent / 'zpwiki'), + 'wiki_git_head': revision(Path(os.getenv('ZPWIKI_ROOT', str(ROOT.parent / 'zpwiki')))), 'fingerprints': content_fingerprints(questions)} diff --git a/tools/graphrag/evaluation/results/archive_pre_v1/README.md b/tools/graphrag/evaluation/results/archive_pre_v1/README.md new file mode 100644 index 0000000..8756571 --- /dev/null +++ b/tools/graphrag/evaluation/results/archive_pre_v1/README.md @@ -0,0 +1,3 @@ +# Historický GraphRAG DEV beh + +Pôvodný celý DEV beh pred dokončením evaluácie v1. Zachovaný pre históriu vývoja a analýzu chýb. Nemá obsahové odtlačky ani totožné anotačné pravidlá s novšími verziami, preto jeho skóre nemožno bez ďalšieho vydávať za priamo porovnateľný finálny benchmark. Autoritatívne merania sú v adresároch `final_*`. diff --git a/tools/graphrag/evaluation/results/archive_pre_v1/graphrag_dev.csv b/tools/graphrag/evaluation/results/archive_pre_v1/graphrag_dev.csv new file mode 100644 index 0000000..9f7dcc3 --- /dev/null +++ b/tools/graphrag/evaluation/results/archive_pre_v1/graphrag_dev.csv @@ -0,0 +1,287 @@ +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,fact_types,strategies +g0001,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.063046,,Sú osoby Maroš Harahus a Jakub Maruniak v ZP Wiki prepojené cez kľúčové slovo Spacy? Uveď spoločné kľúčové slovo.,"[""Maroš Harahus"", ""Jakub Maruniak"", ""Spacy""]","[""Maroš Harahus"", ""Jakub Maruniak"", ""Spacy""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0002,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036015,,Over prepojenie osôb Maroš Harahus a Jakub Maruniak cez kľúčové slovo Spacy a pomenuj spoločné kľúčové slovo.,"[""Maroš Harahus"", ""Jakub Maruniak"", ""Spacy""]","[""Maroš Harahus"", ""Jakub Maruniak"", ""Spacy""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0003,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036391,,Sú osoby Maroš Harahus a Kristián Sopkovič v ZP Wiki prepojené cez kľúčové slovo Spacy? Uveď spoločné kľúčové slovo.,"[""Maroš Harahus"", ""Kristián Sopkovič"", ""Spacy""]","[""Maroš Harahus"", ""Kristián Sopkovič"", ""Spacy""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0004,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035624,,Over prepojenie osôb Maroš Harahus a Kristián Sopkovič cez kľúčové slovo Spacy a pomenuj spoločné kľúčové slovo.,"[""Maroš Harahus"", ""Kristián Sopkovič"", ""Spacy""]","[""Maroš Harahus"", ""Kristián Sopkovič"", ""Spacy""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0005,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037143,,Sú osoby Maroš Harahus a Artem Yatsenko v ZP Wiki prepojené cez kľúčové slovo Spacy? Uveď spoločné kľúčové slovo.,"[""Maroš Harahus"", ""Artem Yatsenko"", ""Spacy""]","[""Maroš Harahus"", ""Artem Yatsenko"", ""Spacy""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0006,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035419,,Over prepojenie osôb Maroš Harahus a Artem Yatsenko cez kľúčové slovo Spacy a pomenuj spoločné kľúčové slovo.,"[""Maroš Harahus"", ""Artem Yatsenko"", ""Spacy""]","[""Maroš Harahus"", ""Artem Yatsenko"", ""Spacy""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0007,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.031962,,Sú osoby Jakub Maruniak a Kristián Sopkovič v ZP Wiki prepojené cez kľúčové slovo Spacy? Uveď spoločné kľúčové slovo.,"[""Jakub Maruniak"", ""Kristián Sopkovič"", ""Spacy""]","[""Jakub Maruniak"", ""Kristián Sopkovič"", ""Spacy""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0008,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.034931,,Over prepojenie osôb Jakub Maruniak a Kristián Sopkovič cez kľúčové slovo Spacy a pomenuj spoločné kľúčové slovo.,"[""Jakub Maruniak"", ""Kristián Sopkovič"", ""Spacy""]","[""Jakub Maruniak"", ""Kristián Sopkovič"", ""Spacy""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0009,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035871,,Sú osoby Jakub Maruniak a Artem Yatsenko v ZP Wiki prepojené cez kľúčové slovo Spacy? Uveď spoločné kľúčové slovo.,"[""Jakub Maruniak"", ""Artem Yatsenko"", ""Spacy""]","[""Jakub Maruniak"", ""Artem Yatsenko"", ""Spacy""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0010,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039036,,Over prepojenie osôb Jakub Maruniak a Artem Yatsenko cez kľúčové slovo Spacy a pomenuj spoločné kľúčové slovo.,"[""Jakub Maruniak"", ""Artem Yatsenko"", ""Spacy""]","[""Jakub Maruniak"", ""Artem Yatsenko"", ""Spacy""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0011,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036217,,Sú osoby Kristián Sopkovič a Artem Yatsenko v ZP Wiki prepojené cez kľúčové slovo Spacy? Uveď spoločné kľúčové slovo.,"[""Kristián Sopkovič"", ""Artem Yatsenko"", ""Spacy""]","[""Kristián Sopkovič"", ""Artem Yatsenko"", ""Spacy""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0012,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.032562,,Over prepojenie osôb Kristián Sopkovič a Artem Yatsenko cez kľúčové slovo Spacy a pomenuj spoločné kľúčové slovo.,"[""Kristián Sopkovič"", ""Artem Yatsenko"", ""Spacy""]","[""Kristián Sopkovič"", ""Artem Yatsenko"", ""Spacy""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0013,dev,shared_keyword_pair,hard,False,1.0,1.0,0.0,1.0,1.0,1.0,0.0,True,0.033693,,Sú osoby Tomáš Kuchárik a Dávid Omasta v ZP Wiki prepojené cez kľúčové slovo Question Answering? Uveď spoločné kľúčové slovo.,"[""Tomáš Kuchárik"", ""Dávid Omasta"", ""Question Answering""]","[""Tomáš Kuchárik"", ""Dávid Omasta"", ""Question Answering""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]",[],"[""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""]",[],"[""entity_resolution""]" +g0014,dev,shared_keyword_pair,hard,False,1.0,1.0,0.0,1.0,1.0,1.0,0.0,True,0.033675,,Over prepojenie osôb Tomáš Kuchárik a Dávid Omasta cez kľúčové slovo Question Answering a pomenuj spoločné kľúčové slovo.,"[""Tomáš Kuchárik"", ""Dávid Omasta"", ""Question Answering""]","[""Tomáš Kuchárik"", ""Dávid Omasta"", ""Question Answering""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]",[],"[""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""]",[],"[""entity_resolution""]" +g0015,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035715,,Sú osoby Tomáš Kuchárik a Dominik Nagy v ZP Wiki prepojené cez kľúčové slovo strojový preklad? Uveď spoločné kľúčové slovo.,"[""Tomáš Kuchárik"", ""Dominik Nagy"", ""strojový preklad""]","[""Tomáš Kuchárik"", ""Dominik Nagy"", ""strojový preklad""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/tomas_kucharik/README.md""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0016,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.032819,,Over prepojenie osôb Tomáš Kuchárik a Dominik Nagy cez kľúčové slovo strojový preklad a pomenuj spoločné kľúčové slovo.,"[""Tomáš Kuchárik"", ""Dominik Nagy"", ""strojový preklad""]","[""Tomáš Kuchárik"", ""Dominik Nagy"", ""strojový preklad""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/tomas_kucharik/README.md""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0017,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.030312,,Sú osoby Tomáš Kuchárik a Patrik Pavlišin v ZP Wiki prepojené cez kľúčové slovo strojový preklad? Uveď spoločné kľúčové slovo.,"[""Tomáš Kuchárik"", ""Patrik Pavlišin"", ""strojový preklad""]","[""Tomáš Kuchárik"", ""Patrik Pavlišin"", ""strojový preklad""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0018,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.029774,,Over prepojenie osôb Tomáš Kuchárik a Patrik Pavlišin cez kľúčové slovo strojový preklad a pomenuj spoločné kľúčové slovo.,"[""Tomáš Kuchárik"", ""Patrik Pavlišin"", ""strojový preklad""]","[""Tomáš Kuchárik"", ""Patrik Pavlišin"", ""strojový preklad""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0019,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.030291,,Sú osoby Dominik Nagy a Patrik Pavlišin v ZP Wiki prepojené cez kľúčové slovo strojový preklad? Uveď spoločné kľúčové slovo.,"[""Dominik Nagy"", ""Patrik Pavlišin"", ""strojový preklad""]","[""Dominik Nagy"", ""Patrik Pavlišin"", ""strojový preklad""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0020,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.031971,,Over prepojenie osôb Dominik Nagy a Patrik Pavlišin cez kľúčové slovo strojový preklad a pomenuj spoločné kľúčové slovo.,"[""Dominik Nagy"", ""Patrik Pavlišin"", ""strojový preklad""]","[""Dominik Nagy"", ""Patrik Pavlišin"", ""strojový preklad""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0021,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.031225,,Sú osoby Jakub Maruniak a Artem Yatsenko v ZP Wiki prepojené cez kľúčové slovo pomenované entity? Uveď spoločné kľúčové slovo.,"[""Jakub Maruniak"", ""Artem Yatsenko"", ""pomenované entity""]","[""Jakub Maruniak"", ""Artem Yatsenko"", ""pomenované entity""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0022,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.030097,,Over prepojenie osôb Jakub Maruniak a Artem Yatsenko cez kľúčové slovo pomenované entity a pomenuj spoločné kľúčové slovo.,"[""Jakub Maruniak"", ""Artem Yatsenko"", ""pomenované entity""]","[""Jakub Maruniak"", ""Artem Yatsenko"", ""pomenované entity""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0023,dev,shared_keyword_pair,hard,False,0.666667,0.0,1.0,1.0,1.0,1.0,1.0,True,0.029967,,Sú osoby Ondrej Megela a Matej Novotný v ZP Wiki prepojené cez kľúčové slovo jazykové modelovanie? Uveď spoločné kľúčové slovo.,"[""Ondrej Megela"", ""Matej Novotný"", ""jazykové modelovanie""]","[""Ondrej Megela"", ""Matej Novotný""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0024,dev,shared_keyword_pair,hard,False,0.666667,0.0,1.0,1.0,1.0,1.0,1.0,True,0.029622,,Over prepojenie osôb Ondrej Megela a Matej Novotný cez kľúčové slovo jazykové modelovanie a pomenuj spoločné kľúčové slovo.,"[""Ondrej Megela"", ""Matej Novotný"", ""jazykové modelovanie""]","[""Ondrej Megela"", ""Matej Novotný""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0025,dev,shared_keyword_pair,hard,False,0.666667,0.0,0.0,1.0,1.0,1.0,0.0,True,0.029428,,Sú osoby Dávid Omasta a Kristián Sopkovič v ZP Wiki prepojené cez kľúčové slovo slovenčina? Uveď spoločné kľúčové slovo.,"[""Dávid Omasta"", ""Kristián Sopkovič"", ""slovenčina""]","[""Dávid Omasta"", ""Kristián Sopkovič""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]",[],"[""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""]",[],"[""entity_resolution""]" +g0026,dev,shared_keyword_pair,hard,False,0.666667,0.0,0.0,1.0,1.0,1.0,0.0,True,0.028187,,Over prepojenie osôb Dávid Omasta a Kristián Sopkovič cez kľúčové slovo slovenčina a pomenuj spoločné kľúčové slovo.,"[""Dávid Omasta"", ""Kristián Sopkovič"", ""slovenčina""]","[""Dávid Omasta"", ""Kristián Sopkovič""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]",[],"[""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""]",[],"[""entity_resolution""]" +g0027,dev,shared_keyword_pair,hard,False,0.666667,0.0,1.0,1.0,1.0,1.0,1.0,True,0.029022,,Sú osoby Michal Stromko a Matej Ščišľak v ZP Wiki prepojené cez kľúčové slovo FAISS? Uveď spoločné kľúčové slovo.,"[""Michal Stromko"", ""Matej Ščišľak"", ""FAISS""]","[""Michal Stromko"", ""Matej Ščišľak""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0028,dev,shared_keyword_pair,hard,False,0.666667,0.0,1.0,1.0,1.0,1.0,1.0,True,0.029569,,Over prepojenie osôb Michal Stromko a Matej Ščišľak cez kľúčové slovo FAISS a pomenuj spoločné kľúčové slovo.,"[""Michal Stromko"", ""Matej Ščišľak"", ""FAISS""]","[""Michal Stromko"", ""Matej Ščišľak""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0031,dev,shared_keyword_pair,hard,False,0.666667,0.0,1.0,1.0,1.0,1.0,1.0,True,0.029093,,Sú osoby Artem Yatsenko a Vladimír Ferko v ZP Wiki prepojené cez kľúčové slovo anotácia? Uveď spoločné kľúčové slovo.,"[""Artem Yatsenko"", ""Vladimír Ferko"", ""anotácia""]","[""Artem Yatsenko"", ""Vladimír Ferko""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0032,dev,shared_keyword_pair,hard,False,0.666667,0.0,1.0,1.0,1.0,1.0,1.0,True,0.030074,,Over prepojenie osôb Artem Yatsenko a Vladimír Ferko cez kľúčové slovo anotácia a pomenuj spoločné kľúčové slovo.,"[""Artem Yatsenko"", ""Vladimír Ferko"", ""anotácia""]","[""Artem Yatsenko"", ""Vladimír Ferko""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0035,dev,shared_keyword_pair,hard,False,0.666667,0.0,1.0,1.0,1.0,1.0,1.0,True,0.03039,,Sú osoby Matej Ščišľak a Valerii Kutsenko v ZP Wiki prepojené cez kľúčové slovo GraphRAG? Uveď spoločné kľúčové slovo.,"[""Matej Ščišľak"", ""Valerii Kutsenko"", ""GraphRAG""]","[""Matej Ščišľak"", ""Valerii Kutsenko""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0036,dev,shared_keyword_pair,hard,False,0.666667,0.0,1.0,1.0,1.0,1.0,1.0,True,0.028497,,Over prepojenie osôb Matej Ščišľak a Valerii Kutsenko cez kľúčové slovo GraphRAG a pomenuj spoločné kľúčové slovo.,"[""Matej Ščišľak"", ""Valerii Kutsenko"", ""GraphRAG""]","[""Matej Ščišľak"", ""Valerii Kutsenko""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0037,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.028966,,Sú osoby Vladimír Ferko a Tetiana Mohorian v ZP Wiki prepojené cez kľúčové slovo hate speech? Uveď spoločné kľúčové slovo.,"[""Vladimír Ferko"", ""Tetiana Mohorian"", ""hate speech""]","[""Vladimír Ferko"", ""Tetiana Mohorian"", ""hate speech""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0038,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.029405,,Over prepojenie osôb Vladimír Ferko a Tetiana Mohorian cez kľúčové slovo hate speech a pomenuj spoločné kľúčové slovo.,"[""Vladimír Ferko"", ""Tetiana Mohorian"", ""hate speech""]","[""Vladimír Ferko"", ""Tetiana Mohorian"", ""hate speech""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0041,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.030224,,Sú osoby Valerii Kutsenko a Ján Pták v ZP Wiki prepojené cez kľúčové slovo RAG? Uveď spoločné kľúčové slovo.,"[""Valerii Kutsenko"", ""Ján Pták"", ""RAG""]","[""Valerii Kutsenko"", ""Ján Pták"", ""RAG""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0042,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.030849,,Over prepojenie osôb Valerii Kutsenko a Ján Pták cez kľúčové slovo RAG a pomenuj spoločné kľúčové slovo.,"[""Valerii Kutsenko"", ""Ján Pták"", ""RAG""]","[""Valerii Kutsenko"", ""Ján Pták"", ""RAG""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0049,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.030437,,Sú osoby Tetiana Mohorian a Rostyslav Rodzhuk v ZP Wiki prepojené cez kľúčové slovo LLM? Uveď spoločné kľúčové slovo.,"[""Tetiana Mohorian"", ""Rostyslav Rodzhuk"", ""LLM""]","[""Tetiana Mohorian"", ""Rostyslav Rodzhuk"", ""LLM""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0050,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.031021,,Over prepojenie osôb Tetiana Mohorian a Rostyslav Rodzhuk cez kľúčové slovo LLM a pomenuj spoločné kľúčové slovo.,"[""Tetiana Mohorian"", ""Rostyslav Rodzhuk"", ""LLM""]","[""Tetiana Mohorian"", ""Rostyslav Rodzhuk"", ""LLM""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0053,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.032008,,Sú osoby Rostyslav Rodzhuk a Samuel Džurina v ZP Wiki prepojené cez kľúčové slovo agent? Uveď spoločné kľúčové slovo.,"[""Rostyslav Rodzhuk"", ""Samuel Džurina"", ""agent""]","[""Rostyslav Rodzhuk"", ""Samuel Džurina"", ""agent""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0054,dev,shared_keyword_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.032767,,Over prepojenie osôb Rostyslav Rodzhuk a Samuel Džurina cez kľúčové slovo agent a pomenuj spoločné kľúčové slovo.,"[""Rostyslav Rodzhuk"", ""Samuel Džurina"", ""agent""]","[""Rostyslav Rodzhuk"", ""Samuel Džurina"", ""agent""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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""]","[""shared_keyword""]","[""entity_resolution"", ""shared_keyword_constraints""]" +g0058,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.326215,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Ján Pták a Samuel Džurina?,"[""Ján Pták"", ""Samuel Džurina"", ""2026""]","[""Ján Pták"", ""Samuel Džurina""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2023/samuel_dzurina/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0060,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.045514,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Ján Pták a Matej Novotný?,"[""Ján Pták"", ""Matej Novotný"", ""2026""]","[""Ján Pták"", ""Matej Novotný""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2022/jan_ptak/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0063,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.047759,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Rostyslav Rodzhuk a Samuel Džurina?,"[""Rostyslav Rodzhuk"", ""Samuel Džurina"", ""2026""]","[""Rostyslav Rodzhuk"", ""Samuel Džurina"", ""2026""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""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"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0064,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.03498,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Matej Novotný a Samuel Džurina?,"[""Matej Novotný"", ""Samuel Džurina"", ""2026""]","[""Matej Novotný"", ""Samuel Džurina""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2023/samuel_dzurina/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0066,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.037241,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Matej Ščišľak a Samuel Džurina?,"[""Matej Ščišľak"", ""Samuel Džurina"", ""2026""]","[""Matej Ščišľak"", ""Samuel Džurina""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2023/samuel_dzurina/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0068,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.037597,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Artem Yatsenko a Kristián Sopkovič?,"[""Artem Yatsenko"", ""Kristián Sopkovič"", ""2022""]","[""Artem Yatsenko"", ""Kristián Sopkovič"", ""2022""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0071,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.038063,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Samuel Džurina a Simona Bobrovčanová?,"[""Samuel Džurina"", ""Simona Bobrovčanová"", ""2026""]","[""Samuel Džurina"", ""Simona Bobrovčanová"", ""2026""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""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"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0072,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.033881,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Ján Pták a Rostyslav Rodzhuk?,"[""Ján Pták"", ""Rostyslav Rodzhuk"", ""2026""]","[""Ján Pták"", ""Rostyslav Rodzhuk""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0074,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.03506,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Ján Holp a Maroš Harahus?,"[""Ján Holp"", ""Maroš Harahus"", ""2021""]","[""Ján Holp"", ""Maroš Harahus"", ""2021""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""pages/students/2016/jan_holp/README.md"", ""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/jan_holp/README.md"", ""pages/students/2016/jan_holp/timovy_projekt/README.md"", ""pages/students/2016/maros_harahus/README.md"", ""pages/students/2016/maros_harahus/timovy_projekt/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0075,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.036204,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Artem Yatsenko a Tomáš Kuchárik?,"[""Artem Yatsenko"", ""Tomáš Kuchárik"", ""2022""]","[""Artem Yatsenko"", ""Tomáš Kuchárik""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/tomas_kucharik/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2016/tomas_kucharik/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0076,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.043746,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Dávid Omasta a Vladimír Ferko?,"[""Dávid Omasta"", ""Vladimír Ferko"", ""2024""]","[""Dávid Omasta"", ""Vladimír Ferko""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2018/david_omasta/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2018/david_omasta/README.md"", ""pages/students/2021/vladimir_ferko/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0078,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.03638,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Kristián Sopkovič a Michal Stromko?,"[""Kristián Sopkovič"", ""Michal Stromko"", ""2022""]","[""Kristián Sopkovič"", ""Michal Stromko"", ""2022""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""pages/students/2019/kristian_sopkovic/README.md"", ""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/kristian_sopkovic/README.md"", ""pages/students/2019/michal_stromko/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0079,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.042447,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Artem Yatsenko a Michal Stromko?,"[""Artem Yatsenko"", ""Michal Stromko"", ""2022""]","[""Artem Yatsenko"", ""Michal Stromko"", ""2022""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/michal_stromko/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0081,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.039379,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Ján Pták a Yevhenii Medushivskyi?,"[""Ján Pták"", ""Yevhenii Medushivskyi"", ""2026""]","[""Ján Pták"", ""Yevhenii Medushivskyi""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0084,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.039061,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Matej Ščišľak a Yevhenii Medushivskyi?,"[""Matej Ščišľak"", ""Yevhenii Medushivskyi"", ""2026""]","[""Matej Ščišľak"", ""Yevhenii Medushivskyi""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0086,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.038478,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Ondrej Megela a Patrik Pavlišin?,"[""Ondrej Megela"", ""Patrik Pavlišin"", ""2020""]","[""Ondrej Megela"", ""Patrik Pavlišin""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/students/2018/ondrej_megela/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0087,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.042367,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Jakub Maruniak a Maroš Harahus?,"[""Jakub Maruniak"", ""Maroš Harahus"", ""2021""]","[""Jakub Maruniak"", ""Maroš Harahus"", ""2021""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/jakub_maruniak/timovy_projekt/README.md"", ""pages/students/2016/maros_harahus/README.md"", ""pages/students/2016/maros_harahus/timovy_projekt/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0088,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.035924,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Matej Novotný a Simona Bobrovčanová?,"[""Matej Novotný"", ""Simona Bobrovčanová"", ""2026""]","[""Matej Novotný"", ""Simona Bobrovčanová""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0089,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.036101,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Dominik Nagy a Kristián Sopkovič?,"[""Dominik Nagy"", ""Kristián Sopkovič"", ""2022""]","[""Dominik Nagy"", ""Kristián Sopkovič""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/dominik_nagy/timovy_projekt/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0091,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.039618,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Rostyslav Rodzhuk a Simona Bobrovčanová?,"[""Rostyslav Rodzhuk"", ""Simona Bobrovčanová"", ""2026""]","[""Rostyslav Rodzhuk"", ""Simona Bobrovčanová"", ""2026""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0092,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.034234,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Simona Bobrovčanová a Yevhenii Medushivskyi?,"[""Simona Bobrovčanová"", ""Yevhenii Medushivskyi"", ""2026""]","[""Simona Bobrovčanová"", ""Yevhenii Medushivskyi"", ""2026""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""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"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0093,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.035771,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Kristián Sopkovič a Tomáš Kuchárik?,"[""Kristián Sopkovič"", ""Tomáš Kuchárik"", ""2022""]","[""Kristián Sopkovič"", ""Tomáš Kuchárik""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/tomas_kucharik/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2016/tomas_kucharik/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0095,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.039008,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Dominik Nagy a Michal Stromko?,"[""Dominik Nagy"", ""Michal Stromko"", ""2022""]","[""Dominik Nagy"", ""Michal Stromko""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/dominik_nagy/timovy_projekt/README.md"", ""pages/students/2019/michal_stromko/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0097,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.035442,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Artem Yatsenko a Dominik Nagy?,"[""Artem Yatsenko"", ""Dominik Nagy"", ""2022""]","[""Artem Yatsenko"", ""Dominik Nagy""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/dominik_nagy/timovy_projekt/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0098,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.035625,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Michal Stromko a Tomáš Kuchárik?,"[""Michal Stromko"", ""Tomáš Kuchárik"", ""2022""]","[""Michal Stromko"", ""Tomáš Kuchárik""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/tomas_kucharik/README.md"", ""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2016/tomas_kucharik/README.md"", ""pages/students/2019/michal_stromko/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0099,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.035747,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Matej Ščišľak a Rostyslav Rodzhuk?,"[""Matej Ščišľak"", ""Rostyslav Rodzhuk"", ""2026""]","[""Matej Ščišľak"", ""Rostyslav Rodzhuk""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0100,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.037048,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Rostyslav Rodzhuk a Yevhenii Medushivskyi?,"[""Rostyslav Rodzhuk"", ""Yevhenii Medushivskyi"", ""2026""]","[""Rostyslav Rodzhuk"", ""Yevhenii Medushivskyi"", ""2026""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""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"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0104,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.037044,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Ján Pták a Matej Ščišľak?,"[""Ján Pták"", ""Matej Ščišľak"", ""2026""]","[""Ján Pták"", ""Matej Ščišľak""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2022/jan_ptak/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0105,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.04225,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Dominik Nagy a Tomáš Kuchárik?,"[""Dominik Nagy"", ""Tomáš Kuchárik"", ""2022""]","[""Dominik Nagy"", ""Tomáš Kuchárik"", ""2022""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/dominik_nagy/timovy_projekt/README.md"", ""pages/students/2016/tomas_kucharik/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0107,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.034766,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Matej Novotný a Yevhenii Medushivskyi?,"[""Matej Novotný"", ""Yevhenii Medushivskyi"", ""2026""]","[""Matej Novotný"", ""Yevhenii Medushivskyi""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0108,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.03365,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Ján Pták a Simona Bobrovčanová?,"[""Ján Pták"", ""Simona Bobrovčanová"", ""2026""]","[""Ján Pták"", ""Simona Bobrovčanová""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0110,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.033225,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Matej Novotný a Matej Ščišľak?,"[""Matej Novotný"", ""Matej Ščišľak"", ""2026""]","[""Matej Novotný"", ""Matej Ščišľak"", ""2026""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""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"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0111,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.035255,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Jakub Maruniak a Ján Holp?,"[""Jakub Maruniak"", ""Ján Holp"", ""2021""]","[""Jakub Maruniak"", ""Ján Holp"", ""2021""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/jakub_maruniak/timovy_projekt/README.md"", ""pages/students/2016/jan_holp/README.md"", ""pages/students/2016/jan_holp/timovy_projekt/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0114,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.034397,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Matej Ščišľak a Simona Bobrovčanová?,"[""Matej Ščišľak"", ""Simona Bobrovčanová"", ""2026""]","[""Matej Ščišľak"", ""Simona Bobrovčanová""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0115,dev,same_academic_year_pair,hard,False,0.666667,0.0,1.0,0.0,0.0,1.0,1.0,True,0.035404,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Matej Novotný a Rostyslav Rodzhuk?,"[""Matej Novotný"", ""Rostyslav Rodzhuk"", ""2026""]","[""Matej Novotný"", ""Rostyslav Rodzhuk""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0116,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.036028,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Daniil Huzenko a Tetiana Mohorian?,"[""Daniil Huzenko"", ""Tetiana Mohorian"", ""2025""]","[""Daniil Huzenko"", ""Tetiana Mohorian"", ""2025""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""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"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0118,dev,same_academic_year_pair,hard,False,1.0,1.0,1.0,0.0,0.0,1.0,1.0,True,0.034085,,V ktorom rovnakom roku je v ZP Wiki uvedená práca pri osobách Samuel Džurina a Yevhenii Medushivskyi?,"[""Samuel Džurina"", ""Yevhenii Medushivskyi"", ""2026""]","[""Samuel Džurina"", ""Yevhenii Medushivskyi"", ""2026""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""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"", ""pages/topics/akopisat/README.md"", ""pages/topics/faq/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0122,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.314119,,Aký rok práce spája osoby Ján Pták a Samuel Džurina?,"[""Ján Pták"", ""Samuel Džurina"", ""2026""]","[""Ján Pták"", ""Samuel Džurina"", ""2026""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK"", ""IN_CATEGORY""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0124,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.042532,,Aký rok práce spája osoby Ján Pták a Matej Novotný?,"[""Ján Pták"", ""Matej Novotný"", ""2026""]","[""Ján Pták"", ""Matej Novotný"", ""2026""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK"", ""IN_CATEGORY""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2022/jan_ptak/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0127,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.043993,,Aký rok práce spája osoby Rostyslav Rodzhuk a Samuel Džurina?,"[""Rostyslav Rodzhuk"", ""Samuel Džurina"", ""2026""]","[""Rostyslav Rodzhuk"", ""Samuel Džurina"", ""2026""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""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""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0128,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.041612,,Aký rok práce spája osoby Matej Novotný a Samuel Džurina?,"[""Matej Novotný"", ""Samuel Džurina"", ""2026""]","[""Matej Novotný"", ""Samuel Džurina"", ""2026""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0130,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038918,,Aký rok práce spája osoby Matej Ščišľak a Samuel Džurina?,"[""Matej Ščišľak"", ""Samuel Džurina"", ""2026""]","[""Matej Ščišľak"", ""Samuel Džurina"", ""2026""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK"", ""IN_CATEGORY""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2023/samuel_dzurina/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0132,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.044022,,Aký rok práce spája osoby Artem Yatsenko a Kristián Sopkovič?,"[""Artem Yatsenko"", ""Kristián Sopkovič"", ""2022""]","[""Artem Yatsenko"", ""Kristián Sopkovič"", ""2022""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK"", ""IN_CATEGORY""]","[""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""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0135,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.043537,,Aký rok práce spája osoby Samuel Džurina a Simona Bobrovčanová?,"[""Samuel Džurina"", ""Simona Bobrovčanová"", ""2026""]","[""Samuel Džurina"", ""Simona Bobrovčanová"", ""2026""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""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""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0136,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037103,,Aký rok práce spája osoby Ján Pták a Rostyslav Rodzhuk?,"[""Ján Pták"", ""Rostyslav Rodzhuk"", ""2026""]","[""Ján Pták"", ""Rostyslav Rodzhuk"", ""2026""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK"", ""IN_CATEGORY""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2023/rostyslav_rodzhuk/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0138,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039548,,Aký rok práce spája osoby Ján Holp a Maroš Harahus?,"[""Ján Holp"", ""Maroš Harahus"", ""2021""]","[""Ján Holp"", ""Maroš Harahus"", ""2021""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK"", ""IN_CATEGORY""]","[""pages/students/2016/jan_holp/README.md"", ""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/jan_holp/README.md"", ""pages/students/2016/jan_holp/dp2021/README.md"", ""pages/students/2016/jan_holp/dp2021/zdrojove_subory/README.md"", ""pages/students/2016/jan_holp/timovy_projekt/README.md"", ""pages/students/2016/maros_harahus/README.md"", ""pages/students/2016/maros_harahus/timovy_projekt/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0139,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038119,,Aký rok práce spája osoby Artem Yatsenko a Tomáš Kuchárik?,"[""Artem Yatsenko"", ""Tomáš Kuchárik"", ""2022""]","[""Artem Yatsenko"", ""Tomáš Kuchárik"", ""2022""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK"", ""IN_CATEGORY""]","[""pages/students/2016/tomas_kucharik/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2016/tomas_kucharik/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0140,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.052175,,Aký rok práce spája osoby Dávid Omasta a Vladimír Ferko?,"[""Dávid Omasta"", ""Vladimír Ferko"", ""2024""]","[""Dávid Omasta"", ""Vladimír Ferko"", ""2024""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""pages/students/2018/david_omasta/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2018/david_omasta/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0142,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037983,,Aký rok práce spája osoby Kristián Sopkovič a Michal Stromko?,"[""Kristián Sopkovič"", ""Michal Stromko"", ""2022""]","[""Kristián Sopkovič"", ""Michal Stromko"", ""2022""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK"", ""IN_CATEGORY""]","[""pages/students/2019/kristian_sopkovic/README.md"", ""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/kristian_sopkovic/README.md"", ""pages/students/2019/michal_stromko/README.md"", ""pages/students/2019/michal_stromko/vp2021/README.md"", ""pages/students/2019/michal_stromko/vp2021/tutorials/README.md"", ""pages/students/2019/michal_stromko/vp2021/tutorials/img/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0143,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03978,,Aký rok práce spája osoby Artem Yatsenko a Michal Stromko?,"[""Artem Yatsenko"", ""Michal Stromko"", ""2022""]","[""Artem Yatsenko"", ""Michal Stromko"", ""2022""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK"", ""IN_CATEGORY""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/michal_stromko/README.md"", ""pages/students/2019/michal_stromko/vp2021/README.md"", ""pages/students/2019/michal_stromko/vp2021/tutorials/README.md"", ""pages/students/2019/michal_stromko/vp2021/tutorials/img/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0145,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033649,,Aký rok práce spája osoby Ján Pták a Yevhenii Medushivskyi?,"[""Ján Pták"", ""Yevhenii Medushivskyi"", ""2026""]","[""Ján Pták"", ""Yevhenii Medushivskyi"", ""2026""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK"", ""IN_CATEGORY""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2022/jan_ptak/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0148,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035866,,Aký rok práce spája osoby Matej Ščišľak a Yevhenii Medushivskyi?,"[""Matej Ščišľak"", ""Yevhenii Medushivskyi"", ""2026""]","[""Matej Ščišľak"", ""Yevhenii Medushivskyi"", ""2026""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK"", ""IN_CATEGORY""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2021/matej_scislak/README.md"", ""pages/students/2023/yevhenii_medushivskyi/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0150,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037791,,Aký rok práce spája osoby Ondrej Megela a Patrik Pavlišin?,"[""Ondrej Megela"", ""Patrik Pavlišin"", ""2020""]","[""Ondrej Megela"", ""Patrik Pavlišin"", ""2020""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK"", ""IN_CATEGORY""]","[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/students/2016/patrik_pavlisin/dp21/README.md"", ""pages/students/2016/patrik_pavlisin/dp22/README.md"", ""pages/students/2016/patrik_pavlisin/tp20/README.md"", ""pages/students/2018/ondrej_megela/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0151,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037581,,Aký rok práce spája osoby Jakub Maruniak a Maroš Harahus?,"[""Jakub Maruniak"", ""Maroš Harahus"", ""2021""]","[""Jakub Maruniak"", ""Maroš Harahus"", ""2021""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK"", ""IN_CATEGORY""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/jakub_maruniak/dp2021/README.md"", ""pages/students/2016/jakub_maruniak/dp2021/annotation/README.md"", ""pages/students/2016/jakub_maruniak/dp2021/train_experiments/README.md"", ""pages/students/2016/jakub_maruniak/timovy_projekt/README.md"", ""pages/students/2016/maros_harahus/README.md"", ""pages/students/2016/maros_harahus/timovy_projekt/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0152,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033323,,Aký rok práce spája osoby Matej Novotný a Simona Bobrovčanová?,"[""Matej Novotný"", ""Simona Bobrovčanová"", ""2026""]","[""Matej Novotný"", ""Simona Bobrovčanová"", ""2026""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""IN_CATEGORY""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0153,dev,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036312,,Aký rok práce spája osoby Dominik Nagy a Kristián Sopkovič?,"[""Dominik Nagy"", ""Kristián Sopkovič"", ""2022""]","[""Dominik Nagy"", ""Kristián Sopkovič"", ""2022""]",[],"[""AUTHORED"", ""AUTHORED_DOCUMENT"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK"", ""IN_CATEGORY""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/dominik_nagy/timovy_projekt/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]",[],"[""entity_resolution"", ""graph_traversal""]" +g0155,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.156704,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Tetiana Mohorian a Valerii Kutsenko?,"[""Tetiana Mohorian"", ""Valerii Kutsenko"", ""2022""]","[""Tetiana Mohorian"", ""Valerii Kutsenko"", ""2022""]",[],[],"[""pages/students/2022/tetiana_mohorian/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/tetiana_mohorian/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0156,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.031287,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Ján Pták a Tetiana Mohorian?,"[""Ján Pták"", ""Tetiana Mohorian"", ""2022""]","[""Ján Pták"", ""Tetiana Mohorian"", ""2022""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0160,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.029445,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Samuel Džurina a Yevhenii Medushivskyi?,"[""Samuel Džurina"", ""Yevhenii Medushivskyi"", ""2023""]","[""Samuel Džurina"", ""Yevhenii Medushivskyi"", ""2023""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0162,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.029386,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Ján Pták a Valerii Kutsenko?,"[""Ján Pták"", ""Valerii Kutsenko"", ""2022""]","[""Ján Pták"", ""Valerii Kutsenko"", ""2022""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0163,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.029811,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Rostyslav Rodzhuk a Simona Bobrovčanová?,"[""Rostyslav Rodzhuk"", ""Simona Bobrovčanová"", ""2023""]","[""Rostyslav Rodzhuk"", ""Simona Bobrovčanová"", ""2023""]",[],[],"[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0164,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.031109,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Simona Bobrovčanová a Yevhenii Medushivskyi?,"[""Simona Bobrovčanová"", ""Yevhenii Medushivskyi"", ""2023""]","[""Simona Bobrovčanová"", ""Yevhenii Medushivskyi"", ""2023""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0165,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.030314,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Matej Novotný a Matej Ščišľak?,"[""Matej Novotný"", ""Matej Ščišľak"", ""2021""]","[""Matej Novotný"", ""Matej Ščišľak"", ""2021""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0167,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.028205,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Rostyslav Rodzhuk a Yevhenii Medushivskyi?,"[""Rostyslav Rodzhuk"", ""Yevhenii Medushivskyi"", ""2023""]","[""Rostyslav Rodzhuk"", ""Yevhenii Medushivskyi"", ""2023""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0168,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.027895,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Jakub Maruniak a Ján Holp?,"[""Jakub Maruniak"", ""Ján Holp"", ""2016""]","[""Jakub Maruniak"", ""Ján Holp"", ""2016""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0172,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.030614,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Rostyslav Rodzhuk a Samuel Džurina?,"[""Rostyslav Rodzhuk"", ""Samuel Džurina"", ""2023""]","[""Rostyslav Rodzhuk"", ""Samuel Džurina"", ""2023""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0174,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037061,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Daniil Huzenko a Tetiana Mohorian?,"[""Daniil Huzenko"", ""Tetiana Mohorian"", ""2022""]","[""Daniil Huzenko"", ""Tetiana Mohorian"", ""2022""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0177,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.029442,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Daniil Huzenko a Ján Pták?,"[""Daniil Huzenko"", ""Ján Pták"", ""2022""]","[""Daniil Huzenko"", ""Ján Pták"", ""2022""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0182,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.028835,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Daniil Huzenko a Valerii Kutsenko?,"[""Daniil Huzenko"", ""Valerii Kutsenko"", ""2022""]","[""Daniil Huzenko"", ""Valerii Kutsenko"", ""2022""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0185,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.028201,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Matej Novotný a Vladimír Ferko?,"[""Matej Novotný"", ""Vladimír Ferko"", ""2021""]","[""Matej Novotný"", ""Vladimír Ferko"", ""2021""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0186,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.026734,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Samuel Džurina a Simona Bobrovčanová?,"[""Samuel Džurina"", ""Simona Bobrovčanová"", ""2023""]","[""Samuel Džurina"", ""Simona Bobrovčanová"", ""2023""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0188,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.028172,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Matej Ščišľak a Vladimír Ferko?,"[""Matej Ščišľak"", ""Vladimír Ferko"", ""2021""]","[""Matej Ščišľak"", ""Vladimír Ferko"", ""2021""]",[],[],"[""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]" +g0189,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.027563,,Cez ktorý rok začiatku štúdia sú prepojené osoby Tetiana Mohorian a Valerii Kutsenko?,"[""Tetiana Mohorian"", ""Valerii Kutsenko"", ""2022""]","[""Tetiana Mohorian"", ""Valerii Kutsenko"", ""2022""]",[],[],"[""pages/students/2022/tetiana_mohorian/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/tetiana_mohorian/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]" +g0190,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.02763,,Cez ktorý rok začiatku štúdia sú prepojené osoby Ján Pták a Tetiana Mohorian?,"[""Ján Pták"", ""Tetiana Mohorian"", ""2022""]","[""Ján Pták"", ""Tetiana Mohorian"", ""2022""]",[],[],"[""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""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]" +g0194,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.027621,,Cez ktorý rok začiatku štúdia sú prepojené osoby Samuel Džurina a Yevhenii Medushivskyi?,"[""Samuel Džurina"", ""Yevhenii Medushivskyi"", ""2023""]","[""Samuel Džurina"", ""Yevhenii Medushivskyi"", ""2023""]",[],[],"[""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""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]" +g0196,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.027581,,Cez ktorý rok začiatku štúdia sú prepojené osoby Ján Pták a Valerii Kutsenko?,"[""Ján Pták"", ""Valerii Kutsenko"", ""2022""]","[""Ján Pták"", ""Valerii Kutsenko"", ""2022""]",[],[],"[""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""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]" +g0197,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.027399,,Cez ktorý rok začiatku štúdia sú prepojené osoby Rostyslav Rodzhuk a Simona Bobrovčanová?,"[""Rostyslav Rodzhuk"", ""Simona Bobrovčanová"", ""2023""]","[""Rostyslav Rodzhuk"", ""Simona Bobrovčanová"", ""2023""]",[],[],"[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]" +g0198,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.028125,,Cez ktorý rok začiatku štúdia sú prepojené osoby Simona Bobrovčanová a Yevhenii Medushivskyi?,"[""Simona Bobrovčanová"", ""Yevhenii Medushivskyi"", ""2023""]","[""Simona Bobrovčanová"", ""Yevhenii Medushivskyi"", ""2023""]",[],[],"[""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""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]" +g0199,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.027786,,Cez ktorý rok začiatku štúdia sú prepojené osoby Matej Novotný a Matej Ščišľak?,"[""Matej Novotný"", ""Matej Ščišľak"", ""2021""]","[""Matej Novotný"", ""Matej Ščišľak"", ""2021""]",[],[],"[""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""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]" +g0201,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.027179,,Cez ktorý rok začiatku štúdia sú prepojené osoby Rostyslav Rodzhuk a Yevhenii Medushivskyi?,"[""Rostyslav Rodzhuk"", ""Yevhenii Medushivskyi"", ""2023""]","[""Rostyslav Rodzhuk"", ""Yevhenii Medushivskyi"", ""2023""]",[],[],"[""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""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]" +g0202,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.031599,,Cez ktorý rok začiatku štúdia sú prepojené osoby Jakub Maruniak a Ján Holp?,"[""Jakub Maruniak"", ""Ján Holp"", ""2016""]","[""Jakub Maruniak"", ""Ján Holp"", ""2016""]",[],[],"[""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""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]" +g0206,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.028117,,Cez ktorý rok začiatku štúdia sú prepojené osoby Rostyslav Rodzhuk a Samuel Džurina?,"[""Rostyslav Rodzhuk"", ""Samuel Džurina"", ""2023""]","[""Rostyslav Rodzhuk"", ""Samuel Džurina"", ""2023""]",[],[],"[""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""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]" +g0208,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.027458,,Cez ktorý rok začiatku štúdia sú prepojené osoby Daniil Huzenko a Tetiana Mohorian?,"[""Daniil Huzenko"", ""Tetiana Mohorian"", ""2022""]","[""Daniil Huzenko"", ""Tetiana Mohorian"", ""2022""]",[],[],"[""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""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]" +g0211,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.027008,,Cez ktorý rok začiatku štúdia sú prepojené osoby Daniil Huzenko a Ján Pták?,"[""Daniil Huzenko"", ""Ján Pták"", ""2022""]","[""Daniil Huzenko"", ""Ján Pták"", ""2022""]",[],[],"[""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""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]" +g0219,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.738815,,Aký názov práce a aký rok práce sú uvedené pri osobe Artem Yatsenko?,"[""Artem Yatsenko"", ""Rozpoznávanie pomenovaných entít v slovenskom jazyku"", ""2022""]","[""Artem Yatsenko"", ""Rozpoznávanie pomenovaných entít v slovenskom jazyku"", ""2022""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2019/artem_yatsenko/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0220,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.160803,,"Prepoj osobu Artem Yatsenko s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Artem Yatsenko"", ""Rozpoznávanie pomenovaných entít v slovenskom jazyku"", ""2022""]","[""Artem Yatsenko""]","[""AUTHORED""]",[],"[""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2019/artem_yatsenko/README.md""]",[],"[""entity_resolution""]" +g0221,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035894,,Aký názov práce a aký rok práce sú uvedené pri osobe Daniil Huzenko?,"[""Daniil Huzenko"", ""Testovanie hybridného klaudu s využiťím kombinácie verejného a privátneho riešenia"", ""2025""]","[""Daniil Huzenko"", ""Testovanie hybridného klaudu s využiťím kombinácie verejného a privátneho riešenia"", ""2025""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2022/daniil_huzenko/README.md""]","[""pages/students/2022/daniil_huzenko/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0222,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.027485,,"Prepoj osobu Daniil Huzenko s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Daniil Huzenko"", ""Testovanie hybridného klaudu s využiťím kombinácie verejného a privátneho riešenia"", ""2025""]","[""Daniil Huzenko""]","[""AUTHORED""]",[],"[""pages/students/2022/daniil_huzenko/README.md""]","[""pages/students/2022/daniil_huzenko/README.md""]",[],"[""entity_resolution""]" +g0227,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037204,,Aký názov práce a aký rok práce sú uvedené pri osobe Dominik Nagy?,"[""Dominik Nagy"", ""Neurónový strojový preklad pomocou knižnice Fairseq"", ""2022""]","[""Dominik Nagy"", ""Neurónový strojový preklad pomocou knižnice Fairseq"", ""2022""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2016/dominik_nagy/README.md""]","[""pages/students/2016/dominik_nagy/README.md""]","[""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]" +g0228,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.029531,,"Prepoj osobu Dominik Nagy s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Dominik Nagy"", ""Neurónový strojový preklad pomocou knižnice Fairseq"", ""2022""]","[""Dominik Nagy""]","[""AUTHORED""]",[],"[""pages/students/2016/dominik_nagy/README.md""]","[""pages/students/2016/dominik_nagy/README.md""]",[],"[""entity_resolution""]" +g0231,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03794,,Aký názov práce a aký rok práce sú uvedené pri osobe Dávid Omasta?,"[""Dávid Omasta"", ""Generatívne modely pre automatické odpovede na otázky v slovenskom jazyku"", ""2024""]","[""Dávid Omasta"", ""Generatívne modely pre automatické odpovede na otázky v slovenskom jazyku"", ""2024""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2018/david_omasta/README.md""]","[""pages/students/2018/david_omasta/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0232,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.027993,,"Prepoj osobu Dávid Omasta s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Dávid Omasta"", ""Generatívne modely pre automatické odpovede na otázky v slovenskom jazyku"", ""2024""]","[""Dávid Omasta""]","[""AUTHORED""]",[],"[""pages/students/2018/david_omasta/README.md""]","[""pages/students/2018/david_omasta/README.md""]",[],"[""entity_resolution""]" +g0237,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037383,,Aký názov práce a aký rok práce sú uvedené pri osobe Jakub Maruniak?,"[""Jakub Maruniak"", ""Anotácia a rozpoznávanie pomenovaných entít v slovenskom jazyku"", ""2021""]","[""Jakub Maruniak"", ""Anotácia a rozpoznávanie pomenovaných entít v slovenskom jazyku"", ""2021""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2016/jakub_maruniak/README.md""]","[""pages/students/2016/jakub_maruniak/README.md""]","[""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]" +g0238,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.028729,,"Prepoj osobu Jakub Maruniak s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Jakub Maruniak"", ""Anotácia a rozpoznávanie pomenovaných entít v slovenskom jazyku"", ""2021""]","[""Jakub Maruniak""]","[""AUTHORED""]",[],"[""pages/students/2016/jakub_maruniak/README.md""]","[""pages/students/2016/jakub_maruniak/README.md""]",[],"[""entity_resolution""]" +g0239,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036596,,Aký názov práce a aký rok práce sú uvedené pri osobe Ján Holp?,"[""Ján Holp"", ""Systém získavania informácií v slovenskom jazyku"", ""2021""]","[""Ján Holp"", ""Systém získavania informácií v slovenskom jazyku"", ""2021""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md""]","[""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]" +g0240,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.027055,,"Prepoj osobu Ján Holp s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Ján Holp"", ""Systém získavania informácií v slovenskom jazyku"", ""2021""]","[""Ján Holp""]","[""AUTHORED""]",[],"[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md""]",[],"[""entity_resolution""]" +g0243,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.034115,,Aký názov práce a aký rok práce sú uvedené pri osobe Ján Pták?,"[""Ján Pták"", ""Agent pre manažment záverečných prác"", ""2026""]","[""Ján Pták"", ""Agent pre manažment záverečných prác"", ""2026""]","[""HAS_WORK""]","[""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2022/jan_ptak/README.md""]","[""pages/students/2022/jan_ptak/README.md""]","[""person_work""]","[""entity_resolution"", ""graph_traversal"", ""work_constraints""]" +g0244,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.02687,,"Prepoj osobu Ján Pták s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Ján Pták"", ""Agent pre manažment záverečných prác"", ""2026""]","[""Ján Pták""]","[""HAS_WORK""]",[],"[""pages/students/2022/jan_ptak/README.md""]","[""pages/students/2022/jan_ptak/README.md""]",[],"[""entity_resolution""]" +g0245,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037103,,Aký názov práce a aký rok práce sú uvedené pri osobe Kristián Sopkovič?,"[""Kristián Sopkovič"", ""Model Spacy pre spracovanie prirodzeného jazyka v slovenčine"", ""2022""]","[""Kristián Sopkovič"", ""Model Spacy pre spracovanie prirodzeného jazyka v slovenčine"", ""2022""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2019/kristian_sopkovic/README.md""]","[""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]" +g0246,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.028026,,"Prepoj osobu Kristián Sopkovič s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Kristián Sopkovič"", ""Model Spacy pre spracovanie prirodzeného jazyka v slovenčine"", ""2022""]","[""Kristián Sopkovič""]","[""AUTHORED""]",[],"[""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2019/kristian_sopkovic/README.md""]",[],"[""entity_resolution""]" +g0251,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038041,,Aký názov práce a aký rok práce sú uvedené pri osobe Maroš Harahus?,"[""Maroš Harahus"", ""Neurónová morfologická anotácia slovenského jazyka"", ""2021""]","[""Maroš Harahus"", ""Neurónová morfologická anotácia slovenského jazyka"", ""2021""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/maros_harahus/README.md""]","[""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]" +g0252,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.027095,,"Prepoj osobu Maroš Harahus s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Maroš Harahus"", ""Neurónová morfologická anotácia slovenského jazyka"", ""2021""]","[""Maroš Harahus""]","[""AUTHORED""]",[],"[""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/maros_harahus/README.md""]",[],"[""entity_resolution""]" +g0257,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03388,,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""]","[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2021/matej_novotny/README.md""]","[""pages/students/2021/matej_novotny/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0258,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.027635,,"Prepoj osobu Matej Novotný s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Matej Novotný"", ""Klasifikácia webových dát pre lepšie jazykové modelovanie"", ""2026""]","[""Matej Novotný""]","[""AUTHORED""]",[],"[""pages/students/2021/matej_novotny/README.md""]","[""pages/students/2021/matej_novotny/README.md""]",[],"[""entity_resolution""]" +g0259,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.062665,,Aký názov práce a aký rok práce sú uvedené pri osobe Matej Ščišľak?,"[""Matej Ščišľak"", ""Znalostné grafy pre zlepšenie vyhľadávania právnych informácií"", ""2026""]","[""Matej Ščišľak"", ""Znalostné grafy pre zlepšenie vyhľadávania právnych informácií"", ""2026""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2021/matej_scislak/README.md""]","[""pages/students/2021/matej_scislak/README.md""]","[""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]" +g0260,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.04293,,"Prepoj osobu Matej Ščišľak s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Matej Ščišľak"", ""Znalostné grafy pre zlepšenie vyhľadávania právnych informácií"", ""2026""]","[""Matej Ščišľak""]","[""AUTHORED""]",[],"[""pages/students/2021/matej_scislak/README.md""]","[""pages/students/2021/matej_scislak/README.md""]",[],"[""entity_resolution""]" +g0261,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036226,,Aký názov práce a aký rok práce sú uvedené pri osobe Michal Stromko?,"[""Michal Stromko"", ""Indexovanie slovenského textu pomocou Elasticsearch"", ""2022""]","[""Michal Stromko"", ""Indexovanie slovenského textu pomocou Elasticsearch"", ""2022""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/michal_stromko/README.md""]","[""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]" +g0262,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.026963,,"Prepoj osobu Michal Stromko s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Michal Stromko"", ""Indexovanie slovenského textu pomocou Elasticsearch"", ""2022""]","[""Michal Stromko""]","[""AUTHORED""]",[],"[""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/michal_stromko/README.md""]",[],"[""entity_resolution""]" +g0269,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035653,,Aký názov práce a aký rok práce sú uvedené pri osobe Ondrej Megela?,"[""Ondrej Megela"", ""Neurónové jazykové modelovanie typu BERT"", ""2020""]","[""Ondrej Megela"", ""Neurónové jazykové modelovanie typu BERT"", ""2020""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2018/ondrej_megela/README.md""]","[""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]" +g0270,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.026788,,"Prepoj osobu Ondrej Megela s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Ondrej Megela"", ""Neurónové jazykové modelovanie typu BERT"", ""2020""]","[""Ondrej Megela""]","[""AUTHORED""]",[],"[""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2018/ondrej_megela/README.md""]",[],"[""entity_resolution""]" +g0271,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035479,,Aký názov práce a aký rok práce sú uvedené pri osobe Patrik Pavlišin?,"[""Patrik Pavlišin"", ""Metódy automatického prekladu"", ""2020""]","[""Patrik Pavlišin"", ""Metódy automatického prekladu"", ""2020""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]" +g0272,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.027238,,"Prepoj osobu Patrik Pavlišin s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Patrik Pavlišin"", ""Metódy automatického prekladu"", ""2020""]","[""Patrik Pavlišin""]","[""AUTHORED""]",[],"[""pages/students/2016/patrik_pavlisin/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md""]",[],"[""entity_resolution""]" +g0275,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033405,,Aký názov práce a aký rok práce sú uvedené pri osobe Rostyslav Rodzhuk?,"[""Rostyslav Rodzhuk"", ""Inteligentný agent pre podporu práce špeciálneho pedagóga"", ""2026""]","[""Rostyslav Rodzhuk"", ""Inteligentný agent pre podporu práce špeciálneho pedagóga"", ""2026""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0276,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.027071,,"Prepoj osobu Rostyslav Rodzhuk s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Rostyslav Rodzhuk"", ""Inteligentný agent pre podporu práce špeciálneho pedagóga"", ""2026""]","[""Rostyslav Rodzhuk""]","[""AUTHORED""]",[],"[""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md""]",[],"[""entity_resolution""]" +g0277,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.034401,,Aký názov práce a aký rok práce sú uvedené pri osobe Samuel Džurina?,"[""Samuel Džurina"", ""Dialógový systém pre podporu firemných procesov"", ""2026""]","[""Samuel Džurina"", ""Dialógový systém pre podporu firemných procesov"", ""2026""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2023/samuel_dzurina/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0278,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.027647,,"Prepoj osobu Samuel Džurina s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Samuel Džurina"", ""Dialógový systém pre podporu firemných procesov"", ""2026""]","[""Samuel Džurina""]","[""AUTHORED""]",[],"[""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2023/samuel_dzurina/README.md""]",[],"[""entity_resolution""]" +g0281,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.034291,,Aký názov práce a aký rok práce sú uvedené pri osobe Simona Bobrovčanová?,"[""Simona Bobrovčanová"", ""Automatická sumarizácia slovenského textu"", ""2026""]","[""Simona Bobrovčanová"", ""Automatická sumarizácia slovenského textu"", ""2026""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/simona_bobrovcanova/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0282,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.02729,,"Prepoj osobu Simona Bobrovčanová s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Simona Bobrovčanová"", ""Automatická sumarizácia slovenského textu"", ""2026""]","[""Simona Bobrovčanová""]","[""AUTHORED""]",[],"[""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/simona_bobrovcanova/README.md""]",[],"[""entity_resolution""]" +g0283,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.034086,,Aký názov práce a aký rok práce sú uvedené pri osobe Tetiana Mohorian?,"[""Tetiana Mohorian"", ""Rozpoznávanie nenávistnej reči pomocou veľkých jazykových modelov"", ""2025""]","[""Tetiana Mohorian"", ""Rozpoznávanie nenávistnej reči pomocou veľkých jazykových modelov"", ""2025""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2022/tetiana_mohorian/README.md""]","[""pages/students/2022/tetiana_mohorian/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0284,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.027715,,"Prepoj osobu Tetiana Mohorian s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Tetiana Mohorian"", ""Rozpoznávanie nenávistnej reči pomocou veľkých jazykových modelov"", ""2025""]","[""Tetiana Mohorian""]","[""AUTHORED""]",[],"[""pages/students/2022/tetiana_mohorian/README.md""]","[""pages/students/2022/tetiana_mohorian/README.md""]",[],"[""entity_resolution""]" +g0285,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037974,,Aký názov práce a aký rok práce sú uvedené pri osobe Tomáš Kuchárik?,"[""Tomáš Kuchárik"", ""Tvorba korpusu otázok a odpovedí v slovenskom jazyku pomocou strojového prekladu"", ""2022""]","[""Tomáš Kuchárik"", ""Tvorba korpusu otázok a odpovedí v slovenskom jazyku pomocou strojového prekladu"", ""2022""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]" +g0286,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.027182,,"Prepoj osobu Tomáš Kuchárik s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Tomáš Kuchárik"", ""Tvorba korpusu otázok a odpovedí v slovenskom jazyku pomocou strojového prekladu"", ""2022""]","[""Tomáš Kuchárik""]","[""AUTHORED""]",[],"[""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/tomas_kucharik/README.md""]",[],"[""entity_resolution""]" +g0287,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036198,,Aký názov práce a aký rok práce sú uvedené pri osobe Valerii Kutsenko?,"[""Valerii Kutsenko"", ""Zlepšenie vyhľadávania pomocou znalostných grafov"", ""2027""]","[""Valerii Kutsenko"", ""Zlepšenie vyhľadávania pomocou znalostných grafov"", ""2027""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]" +g0288,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.027675,,"Prepoj osobu Valerii Kutsenko s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Valerii Kutsenko"", ""Zlepšenie vyhľadávania pomocou znalostných grafov"", ""2027""]","[""Valerii Kutsenko""]","[""AUTHORED""]",[],"[""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/valerii_kutsenko/README.md""]",[],"[""entity_resolution""]" +g0289,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037566,,Aký názov práce a aký rok práce sú uvedené pri osobe Vladimír Ferko?,"[""Vladimír Ferko"", ""Anotácia a vyhodnotenie slovenskej databázy nenávistnej reči"", ""2024""]","[""Vladimír Ferko"", ""Anotácia a vyhodnotenie slovenskej databázy nenávistnej reči"", ""2024""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2021/vladimir_ferko/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0290,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.02733,,"Prepoj osobu Vladimír Ferko s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Vladimír Ferko"", ""Anotácia a vyhodnotenie slovenskej databázy nenávistnej reči"", ""2024""]","[""Vladimír Ferko""]","[""AUTHORED""]",[],"[""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2021/vladimir_ferko/README.md""]",[],"[""entity_resolution""]" +g0293,dev,person_title_year,medium,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033531,,Aký názov práce a aký rok práce sú uvedené pri osobe Yevhenii Medushivskyi?,"[""Yevhenii Medushivskyi"", ""Získavanie textu z webových stránok"", ""2026""]","[""Yevhenii Medushivskyi"", ""Získavanie textu z webových stránok"", ""2026""]","[""AUTHORED""]","[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0294,dev,person_title_year,medium,False,0.333333,0.0,0.0,0.0,1.0,1.0,0.0,True,0.027276,,"Prepoj osobu Yevhenii Medushivskyi s názvom jej práce a rokom, v ktorom je táto práca v ZP Wiki uvedená.","[""Yevhenii Medushivskyi"", ""Získavanie textu z webových stránok"", ""2026""]","[""Yevhenii Medushivskyi""]","[""AUTHORED""]",[],"[""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2023/yevhenii_medushivskyi/README.md""]",[],"[""entity_resolution""]" +g0296,dev,person_keyword_title,hard,False,0.333333,0.0,0.666667,0.0,1.0,1.0,1.0,True,0.174414,,"Aká je téma práce osoby Simona Bobrovčanová, ak jej dokument zároveň obsahuje kľúčové slovo slovenský text?","[""Simona Bobrovčanová"", ""slovenský text"", ""Automatická sumarizácia slovenského textu""]","[""Simona Bobrovčanová""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/simona_bobrovcanova/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0297,dev,person_keyword_title,hard,False,0.333333,0.0,0.666667,0.0,1.0,1.0,1.0,True,0.039665,,"Aká je téma práce osoby Kristián Sopkovič, ak jej dokument zároveň obsahuje kľúčové slovo transformery?","[""Kristián Sopkovič"", ""transformery"", ""Model Spacy pre spracovanie prirodzeného jazyka v slovenčine""]","[""Kristián Sopkovič""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2019/kristian_sopkovic/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0298,dev,person_keyword_title,hard,False,0.666667,0.5,0.0,0.0,1.0,1.0,0.0,True,0.027131,,"Aká je téma práce osoby Tetiana Mohorian, ak jej dokument zároveň 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""HAS_KEYWORD""]","[""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/michal_stromko/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0343,dev,person_keyword_title,hard,False,0.333333,0.0,0.666667,0.0,1.0,1.0,1.0,True,0.028785,,"Aká je téma práce osoby Yevhenii Medushivskyi, ak jej dokument zároveň obsahuje kľúčové slovo crawler?","[""Yevhenii Medushivskyi"", ""crawler"", ""Získavanie textu z webových stránok""]","[""Yevhenii Medushivskyi""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0344,dev,person_keyword_title,hard,False,0.666667,0.5,0.0,0.0,1.0,1.0,0.0,True,0.028391,,"Aká je téma práce osoby Vladimír Ferko, ak jej dokument zároveň obsahuje kľúčové slovo hate speech?","[""Vladimír Ferko"", ""hate speech"", ""Anotácia a vyhodnotenie slovenskej databázy nenávistnej reči""]","[""Vladimír Ferko"", ""hate speech""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]",[],"[""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2021/vladimir_ferko/README.md""]",[],"[""entity_resolution""]" +g0345,dev,person_keyword_title,hard,False,0.666667,0.5,0.666667,0.0,1.0,1.0,1.0,True,0.027662,,"Aká je téma práce osoby Maroš Harahus, ak jej dokument zároveň obsahuje kľúčové slovo Spacy?","[""Maroš Harahus"", ""Spacy"", ""Neurónová morfologická anotácia slovenského jazyka""]","[""Maroš Harahus"", ""Spacy""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/maros_harahus/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0346,dev,person_keyword_title,hard,False,0.666667,0.5,0.666667,0.0,1.0,1.0,1.0,True,0.027414,,"Aká je téma práce osoby Valerii Kutsenko, ak jej dokument zároveň obsahuje kľúčové slovo RAG?","[""Valerii Kutsenko"", ""RAG"", ""Zlepšenie vyhľadávania pomocou znalostných grafov""]","[""Valerii Kutsenko"", ""RAG""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0347,dev,person_keyword_title,hard,False,0.333333,0.0,0.666667,0.0,1.0,1.0,1.0,True,0.028609,,"Aká je téma práce osoby Patrik Pavlišin, ak jej dokument zároveň obsahuje kľúčové slovo paralelný korpus?","[""Patrik Pavlišin"", ""paralelný korpus"", ""Metódy automatického prekladu""]","[""Patrik Pavlišin""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0348,dev,person_keyword_title,hard,False,0.333333,0.0,0.666667,0.0,1.0,1.0,1.0,True,0.02798,,"Aká je téma práce osoby Vladimír Ferko, ak jej dokument zároveň obsahuje kľúčové slovo SlovakBERT?","[""Vladimír Ferko"", ""SlovakBERT"", ""Anotácia a vyhodnotenie slovenskej databázy nenávistnej reči""]","[""Vladimír Ferko""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2021/vladimir_ferko/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0349,dev,person_keyword_title,hard,False,0.333333,0.0,0.666667,0.0,1.0,1.0,1.0,True,0.029793,,"Aká je téma práce osoby Vladimír Ferko, ak jej dokument zároveň obsahuje kľúčové slovo anotácia?","[""Vladimír Ferko"", ""anotácia"", ""Anotácia a vyhodnotenie slovenskej databázy nenávistnej reči""]","[""Vladimír Ferko""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2021/vladimir_ferko/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0353,dev,person_keyword_title,hard,False,0.666667,0.5,0.666667,0.0,1.0,1.0,1.0,True,0.031294,,"Aká je téma práce osoby Dominik Nagy, ak jej dokument zároveň obsahuje kľúčové slovo strojový preklad?","[""Dominik Nagy"", ""strojový preklad"", ""Neurónový strojový preklad pomocou knižnice Fairseq""]","[""Dominik Nagy"", ""strojový preklad""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/dominik_nagy/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/dominik_nagy/timovy_projekt/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0354,dev,person_keyword_title,hard,False,0.666667,0.5,0.666667,0.0,1.0,1.0,1.0,True,0.028929,,"Aká je téma práce osoby Ondrej Megela, ak jej dokument zároveň obsahuje kľúčové slovo BERT?","[""Ondrej Megela"", ""BERT"", ""Neurónové jazykové modelovanie typu BERT""]","[""Ondrej Megela"", ""BERT""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2018/ondrej_megela/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0355,dev,person_keyword_title,hard,False,0.666667,0.5,0.666667,0.0,1.0,1.0,1.0,True,0.028717,,"Aká je téma práce osoby Ján Holp, ak jej dokument zároveň obsahuje kľúčové slovo PageRank?","[""Ján Holp"", ""PageRank"", ""Systém získavania informácií v slovenskom jazyku""]","[""Ján Holp"", ""PageRank""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0359,dev,person_keyword_title,hard,False,0.333333,0.0,0.666667,0.0,1.0,1.0,1.0,True,0.028991,,"Aká je téma práce osoby Simona Bobrovčanová, ak jej dokument zároveň obsahuje kľúčové slovo právne dokumenty?","[""Simona Bobrovčanová"", ""právne dokumenty"", ""Automatická sumarizácia slovenského textu""]","[""Simona Bobrovčanová""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/simona_bobrovcanova/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0361,dev,person_keyword_title,hard,False,0.333333,0.0,0.666667,0.0,1.0,1.0,1.0,True,0.028392,,"Aká je téma práce osoby Michal Stromko, ak jej dokument zároveň obsahuje kľúčové slovo FAISS?","[""Michal Stromko"", ""FAISS"", ""Indexovanie slovenského textu pomocou Elasticsearch""]","[""Michal Stromko""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/michal_stromko/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0364,dev,person_keyword_title,hard,False,0.333333,0.0,0.666667,0.0,1.0,1.0,1.0,True,0.029142,,"Aká je téma práce osoby Daniil Huzenko, ak jej dokument zároveň obsahuje kľúčové slovo Kubernetes?","[""Daniil Huzenko"", ""Kubernetes"", ""Testovanie hybridného klaudu s využiťím kombinácie verejného a privátneho riešenia""]","[""Daniil Huzenko""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2022/daniil_huzenko/README.md""]","[""pages/students/2022/daniil_huzenko/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0366,dev,person_keyword_title,hard,False,0.333333,0.0,0.666667,0.0,1.0,1.0,1.0,True,0.028938,,"Aká je téma práce osoby Ondrej Megela, ak jej dokument zároveň obsahuje kľúčové slovo jazykové modelovanie?","[""Ondrej Megela"", ""jazykové modelovanie"", ""Neurónové jazykové modelovanie typu BERT""]","[""Ondrej Megela""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2018/ondrej_megela/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0368,dev,person_keyword_title,hard,False,0.333333,0.0,0.666667,0.0,1.0,1.0,1.0,True,0.028228,,"Aká je téma práce osoby Daniil Huzenko, ak jej dokument zároveň obsahuje kľúčové slovo Raspberry Pi?","[""Daniil Huzenko"", ""Raspberry Pi"", ""Testovanie hybridného klaudu s využiťím kombinácie verejného a privátneho riešenia""]","[""Daniil Huzenko""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""AUTHORED""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2022/daniil_huzenko/README.md""]","[""pages/students/2022/daniil_huzenko/README.md""]","[""person_keyword""]","[""entity_resolution"", ""person_keyword_constraints""]" +g0375,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.153796,,Ktorý autor dokumentu je pri osobe Michal Stromko spojený s kategóriou bp2022?,"[""Daniel Hladek"", ""bp2022"", ""Michal Stromko""]","[""bp2022"", ""Michal Stromko""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/michal_stromko/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0376,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.028261,,Ktorý autor dokumentu je pri osobe Yevhenii Medushivskyi spojený s kategóriou bp2026?,"[""Daniel Hladek"", ""bp2026"", ""Yevhenii Medushivskyi""]","[""bp2026"", ""Yevhenii Medushivskyi""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""pages/students/2023/yevhenii_medushivskyi/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0379,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.027673,,Ktorý autor dokumentu je pri osobe Kristián Sopkovič spojený s kategóriou bp2022?,"[""Daniel Hladek"", ""bp2022"", ""Kristián Sopkovič""]","[""bp2022"", ""Kristián Sopkovič""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2019/kristian_sopkovic/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0380,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.028244,,Ktorý autor dokumentu je pri osobe Michal Stromko spojený s kategóriou dp2024?,"[""Daniel Hladek"", ""dp2024"", ""Michal Stromko""]","[""dp2024"", ""Michal Stromko""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/michal_stromko/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0381,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.027295,,Ktorý autor dokumentu je pri osobe Dominik Nagy spojený s kategóriou bp2019?,"[""Daniel Hladek"", ""bp2019"", ""Dominik Nagy""]","[""bp2019"", ""Dominik Nagy""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/dominik_nagy/README.md""]","[""pages/students/2016/dominik_nagy/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0382,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.028747,,Ktorý autor dokumentu je pri osobe Rostyslav Rodzhuk spojený s kategóriou vp2025?,"[""Daniel Hladek"", ""vp2025"", ""Rostyslav Rodzhuk""]","[""vp2025"", ""Rostyslav Rodzhuk""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0385,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.027602,,Ktorý autor dokumentu je pri osobe Oliver Pejic spojený s kategóriou iaeste?,"[""Daniel Hladek"", ""iaeste"", ""Oliver Pejic""]","[""iaeste"", ""Oliver Pejic""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/interns/oliver_pejic/README.md""]","[""pages/interns/oliver_pejic/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0386,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.028223,,Ktorý autor dokumentu je pri osobe Vladimír Ferko spojený s kategóriou bp2024?,"[""Daniel Hladek"", ""bp2024"", ""Vladimír Ferko""]","[""bp2024"", ""Vladimír Ferko""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2021/vladimir_ferko/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0387,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.028469,,Ktorý autor dokumentu je pri osobe Jakub Maruniak spojený s kategóriou bp2019?,"[""Daniel Hladek"", ""bp2019"", ""Jakub Maruniak""]","[""bp2019"", ""Jakub Maruniak""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/jakub_maruniak/README.md""]","[""pages/students/2016/jakub_maruniak/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0388,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.027666,,Ktorý autor dokumentu je pri osobe Ondrej Megela spojený s kategóriou dp2023?,"[""Daniel Hladek"", ""dp2023"", ""Ondrej Megela""]","[""dp2023"", ""Ondrej Megela""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2018/ondrej_megela/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0389,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.036295,,Ktorý autor dokumentu je pri osobe Dávid Omasta spojený s kategóriou dp2024?,"[""Daniel Hladek"", ""dp2024"", ""Dávid Omasta""]","[""dp2024"", ""Dávid Omasta""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/david_omasta/README.md""]","[""pages/students/2018/david_omasta/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0390,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.027595,,Ktorý autor dokumentu je pri osobe Tomáš Kuchárik spojený s kategóriou dp2021?,"[""Daniel Hladek"", ""dp2021"", ""Tomáš Kuchárik""]","[""dp2021"", ""Tomáš Kuchárik""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0392,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.028893,,Ktorý autor dokumentu je pri osobe Dominik Nagy spojený s kategóriou dp2022?,"[""Daniel Hladek"", ""dp2022"", ""Dominik Nagy""]","[""dp2022"", ""Dominik Nagy""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/dominik_nagy/README.md""]","[""pages/students/2016/dominik_nagy/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0393,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.027134,,Ktorý autor dokumentu je pri osobe Matej Novotný spojený s kategóriou dp2026?,"[""Daniel Hladek"", ""dp2026"", ""Matej Novotný""]","[""dp2026"", ""Matej Novotný""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/matej_novotny/README.md""]","[""pages/students/2021/matej_novotny/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0394,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.028299,,Ktorý autor dokumentu je pri osobe Simona Bobrovčanová spojený s kategóriou bp2026?,"[""Daniel Hladek"", ""bp2026"", ""Simona Bobrovčanová""]","[""bp2026"", ""Simona Bobrovčanová""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/simona_bobrovcanova/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0396,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.027544,,Ktorý autor dokumentu je pri osobe Maroš Harahus spojený s kategóriou bp2019?,"[""Daniel Hladek"", ""bp2019"", ""Maroš Harahus""]","[""bp2019"", ""Maroš Harahus""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/maros_harahus/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0397,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.027524,,Ktorý autor dokumentu je pri osobe Valerii Kutsenko spojený s kategóriou bp2025?,"[""Daniel Hladek"", ""bp2025"", ""Valerii Kutsenko""]","[""bp2025"", ""Valerii Kutsenko""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0398,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.027538,,Ktorý autor dokumentu je pri osobe Patrik Pavlišin spojený s kategóriou bp2020?,"[""Daniel Hladek"", ""bp2020"", ""Patrik Pavlišin""]","[""bp2020"", ""Patrik Pavlišin""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0400,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.026552,,Ktorý autor dokumentu je pri osobe Ján Holp spojený s kategóriou bp2019?,"[""Daniel Hladek"", ""bp2019"", ""Ján Holp""]","[""bp2019"", ""Ján Holp""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0405,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.027752,,Ktorý autor dokumentu je pri osobe Matej Ščišľak spojený s kategóriou bp2024?,"[""Daniel Hladek"", ""bp2024"", ""Matej Ščišľak""]","[""bp2024"", ""Matej Ščišľak""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/matej_scislak/README.md""]","[""pages/students/2021/matej_scislak/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0407,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.027891,,Ktorý autor dokumentu je pri osobe Samuel Džurina spojený s kategóriou bp2026?,"[""Daniel Hladek"", ""bp2026"", ""Samuel Džurina""]","[""bp2026"", ""Samuel Džurina""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/samuel_dzurina/README.md""]","[""pages/students/2023/samuel_dzurina/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0408,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.028494,,Ktorý autor dokumentu je pri osobe Patrik Pavlišin spojený s kategóriou dp2022?,"[""Daniel Hladek"", ""dp2022"", ""Patrik Pavlišin""]","[""dp2022"", ""Patrik Pavlišin""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0410,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.028488,,Ktorý autor dokumentu je pri osobe Bogdan Paul Chiș spojený s kategóriou erasmus?,"[""Daniel Hladek"", ""erasmus"", ""Bogdan Paul Chiș""]","[""erasmus"", ""Bogdan Paul Chiș""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/interns/bogdan_paul_chis/README.md""]","[""pages/interns/bogdan_paul_chis/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0411,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.031137,,Ktorý autor dokumentu je pri osobe Ján Holp spojený s kategóriou dp2021?,"[""Daniel Hladek"", ""dp2021"", ""Ján Holp""]","[""dp2021"", ""Ján Holp""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0412,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.027863,,Ktorý autor dokumentu je pri osobe Ján Pták spojený s kategóriou dp2027?,"[""Daniel Hladek"", ""dp2027"", ""Ján Pták""]","[""dp2027"", ""Ján Pták""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/jan_ptak/README.md""]","[""pages/students/2022/jan_ptak/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0415,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.027939,,Ktorý autor dokumentu je pri osobe Cesar Abascal Gutierrez spojený s kategóriou iaeste?,"[""Daniel Hladek"", ""iaeste"", ""Cesar Abascal Gutierrez""]","[""iaeste"", ""Cesar Abascal Gutierrez""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/interns/cesar_gutierrez/README.md""]","[""pages/interns/cesar_gutierrez/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0416,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.028572,,Ktorý autor dokumentu je pri osobe Ondrej Megela spojený s kategóriou bp2021?,"[""Daniel Hladek"", ""bp2021"", ""Ondrej Megela""]","[""bp2021"", ""Ondrej Megela""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2018/ondrej_megela/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0417,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.029142,,Ktorý autor dokumentu je pri osobe Tomáš Kuchárik spojený s kategóriou dp2022?,"[""Daniel Hladek"", ""dp2022"", ""Tomáš Kuchárik""]","[""dp2022"", ""Tomáš Kuchárik""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0420,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.029065,,Ktorý autor dokumentu je pri osobe Michal Stromko spojený s kategóriou vp2021?,"[""Daniel Hladek"", ""vp2021"", ""Michal Stromko""]","[""vp2021"", ""Michal Stromko""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/michal_stromko/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0422,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.028352,,Ktorý autor dokumentu je pri osobe Rostyslav Rodzhuk spojený s kategóriou bp2026?,"[""Daniel Hladek"", ""bp2026"", ""Rostyslav Rodzhuk""]","[""bp2026"", ""Rostyslav Rodzhuk""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0424,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.028834,,Ktorý autor dokumentu je pri osobe Valerii Kutsenko spojený s kategóriou vp2024?,"[""Daniel Hladek"", ""vp2024"", ""Valerii Kutsenko""]","[""vp2024"", ""Valerii Kutsenko""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0425,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.028966,,Ktorý autor dokumentu je pri osobe Kristián Sopkovič spojený s kategóriou dp2024?,"[""Daniel Hladek"", ""dp2024"", ""Kristián Sopkovič""]","[""dp2024"", ""Kristián Sopkovič""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2019/kristian_sopkovic/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0426,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.029325,,Ktorý autor dokumentu je pri osobe Artem Yatsenko spojený s kategóriou bp2022?,"[""Daniel Hladek"", ""bp2022"", ""Artem Yatsenko""]","[""bp2022"", ""Artem Yatsenko""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2019/artem_yatsenko/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0427,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.029179,,Ktorý autor dokumentu je pri osobe Maroš Harahus spojený s kategóriou dp2021?,"[""Daniel Hladek"", ""dp2021"", ""Maroš Harahus""]","[""dp2021"", ""Maroš Harahus""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/maros_harahus/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0433,dev,document_author_category_multi_hop,hard,False,0.666667,0.5,0.666667,1.0,1.0,1.0,1.0,True,0.029357,,Ktorý autor dokumentu je pri osobe Daniil Huzenko spojený s kategóriou bp2025?,"[""Daniel Hladek"", ""bp2025"", ""Daniil Huzenko""]","[""bp2025"", ""Daniil Huzenko""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/daniil_huzenko/README.md""]","[""pages/students/2022/daniil_huzenko/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0435,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,True,0.184065,,V ktorých kategóriách sa nachádzajú dokumenty osoby Dávid Omasta?,"[""Dávid Omasta"", ""dp2023"", ""dp2024"", ""Daniel Hladek""]","[""Dávid Omasta"", ""dp2023"", ""dp2024""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/david_omasta/README.md""]","[""pages/students/2018/david_omasta/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0436,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,True,0.031751,,V ktorých kategóriách sa nachádzajú dokumenty osoby Ondrej Megela?,"[""Ondrej Megela"", ""bp2021"", ""dp2023"", ""Daniel Hladek""]","[""Ondrej Megela"", ""bp2021"", ""dp2023""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2018/ondrej_megela/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0438,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,False,0.03025,,V ktorých kategóriách sa nachádzajú dokumenty osoby Dominik Nagy?,"[""Dominik Nagy"", ""bp2019"", ""dp2022"", ""Daniel Hladek""]","[""Dominik Nagy"", ""bp2019"", ""dp2022""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/dominik_nagy/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/dominik_nagy/timovy_projekt/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0439,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,False,0.03103,,V ktorých kategóriách sa nachádzajú dokumenty osoby Maroš Harahus?,"[""Maroš Harahus"", ""bp2019"", ""dp2021"", ""Daniel Hladek""]","[""Maroš Harahus"", ""bp2019"", ""dp2021""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/maros_harahus/README.md"", ""pages/students/2016/maros_harahus/timovy_projekt/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0440,dev,person_multiple_categories,hard,False,0.8,0.75,0.666667,1.0,1.0,1.0,1.0,True,0.028708,,V ktorých kategóriách sa nachádzajú dokumenty osoby Valerii Kutsenko?,"[""Valerii Kutsenko"", ""bp2025"", ""dp2027"", ""vp2024"", ""Daniel Hladek""]","[""Valerii Kutsenko"", ""bp2025"", ""dp2027"", ""vp2024""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0442,dev,person_multiple_categories,hard,False,0.8,0.75,0.666667,1.0,1.0,1.0,1.0,True,0.029985,,V ktorých kategóriách sa nachádzajú dokumenty osoby Patrik Pavlišin?,"[""Patrik Pavlišin"", ""bp2020"", ""dp2022"", ""tp2021"", ""Daniel Hladek""]","[""Patrik Pavlišin"", ""bp2020"", ""dp2022"", ""tp2021""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0443,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,True,0.029173,,V ktorých kategóriách sa nachádzajú dokumenty osoby Kristián Sopkovič?,"[""Kristián Sopkovič"", ""bp2022"", ""dp2024"", ""Daniel Hladek""]","[""Kristián Sopkovič"", ""bp2022"", ""dp2024""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2019/kristian_sopkovic/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0445,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,True,0.029604,,V ktorých kategóriách sa nachádzajú dokumenty osoby Tomáš Kuchárik?,"[""Tomáš Kuchárik"", ""dp2021"", ""dp2022"", ""Daniel Hladek""]","[""Tomáš Kuchárik"", ""dp2021"", ""dp2022""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0447,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,False,0.02739,,V ktorých kategóriách sa nachádzajú dokumenty osoby Ján Holp?,"[""Ján Holp"", ""bp2019"", ""dp2021"", ""Daniel Hladek""]","[""Ján Holp"", ""bp2019"", ""dp2021""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md"", ""pages/students/2016/jan_holp/timovy_projekt/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0449,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,False,0.028133,,V ktorých kategóriách sa nachádzajú dokumenty osoby Jakub Maruniak?,"[""Jakub Maruniak"", ""bp2019"", ""dp2021"", ""Daniel Hladek""]","[""Jakub Maruniak"", ""bp2019"", ""dp2021""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/jakub_maruniak/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/jakub_maruniak/timovy_projekt/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0450,dev,person_multiple_categories,hard,False,0.8,0.75,0.666667,1.0,1.0,1.0,1.0,True,0.035036,,V ktorých kategóriách sa nachádzajú dokumenty osoby Michal Stromko?,"[""Michal Stromko"", ""bp2022"", ""dp2024"", ""vp2021"", ""Daniel Hladek""]","[""Michal Stromko"", ""bp2022"", ""dp2024"", ""vp2021""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/michal_stromko/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0452,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,True,0.02772,,V ktorých kategóriách sa nachádzajú dokumenty osoby Matej Ščišľak?,"[""Matej Ščišľak"", ""bp2024"", ""dp2026"", ""Daniel Hladek""]","[""Matej Ščišľak"", ""bp2024"", ""dp2026""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/matej_scislak/README.md""]","[""pages/students/2021/matej_scislak/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0453,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,True,0.030173,,V ktorých kategóriách sa nachádzajú dokumenty osoby Rostyslav Rodzhuk?,"[""Rostyslav Rodzhuk"", ""bp2026"", ""vp2025"", ""Daniel Hladek""]","[""Rostyslav Rodzhuk"", ""bp2026"", ""vp2025""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0454,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,True,0.028498,,V ktorých kategóriách sa nachádzajú dokumenty osoby Dávid Omasta?,"[""Dávid Omasta"", ""dp2023"", ""dp2024"", ""Daniel Hladek""]","[""Dávid Omasta"", ""dp2023"", ""dp2024""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/david_omasta/README.md""]","[""pages/students/2018/david_omasta/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0455,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,True,0.028798,,V ktorých kategóriách sa nachádzajú dokumenty osoby Ondrej Megela?,"[""Ondrej Megela"", ""bp2021"", ""dp2023"", ""Daniel Hladek""]","[""Ondrej Megela"", ""bp2021"", ""dp2023""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2018/ondrej_megela/README.md""]","[""pages/students/2018/ondrej_megela/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0457,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,False,0.028697,,V ktorých kategóriách sa nachádzajú dokumenty osoby Dominik Nagy?,"[""Dominik Nagy"", ""bp2019"", ""dp2022"", ""Daniel Hladek""]","[""Dominik Nagy"", ""bp2019"", ""dp2022""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/dominik_nagy/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2016/dominik_nagy/timovy_projekt/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0458,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,False,0.028939,,V ktorých kategóriách sa nachádzajú dokumenty osoby Maroš Harahus?,"[""Maroš Harahus"", ""bp2019"", ""dp2021"", ""Daniel Hladek""]","[""Maroš Harahus"", ""bp2019"", ""dp2021""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/maros_harahus/README.md""]","[""pages/students/2016/maros_harahus/README.md"", ""pages/students/2016/maros_harahus/timovy_projekt/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0459,dev,person_multiple_categories,hard,False,0.8,0.75,0.666667,1.0,1.0,1.0,1.0,True,0.028236,,V ktorých kategóriách sa nachádzajú dokumenty osoby Valerii Kutsenko?,"[""Valerii Kutsenko"", ""bp2025"", ""dp2027"", ""vp2024"", ""Daniel Hladek""]","[""Valerii Kutsenko"", ""bp2025"", ""dp2027"", ""vp2024""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0461,dev,person_multiple_categories,hard,False,0.8,0.75,0.666667,1.0,1.0,1.0,1.0,True,0.028675,,V ktorých kategóriách sa nachádzajú dokumenty osoby Patrik Pavlišin?,"[""Patrik Pavlišin"", ""bp2020"", ""dp2022"", ""tp2021"", ""Daniel Hladek""]","[""Patrik Pavlišin"", ""bp2020"", ""dp2022"", ""tp2021""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0462,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,True,0.029873,,V ktorých kategóriách sa nachádzajú dokumenty osoby Kristián Sopkovič?,"[""Kristián Sopkovič"", ""bp2022"", ""dp2024"", ""Daniel Hladek""]","[""Kristián Sopkovič"", ""bp2022"", ""dp2024""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2019/kristian_sopkovic/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0464,dev,person_multiple_categories,hard,False,0.75,0.666667,0.666667,1.0,1.0,1.0,1.0,True,0.028317,,V ktorých kategóriách sa nachádzajú dokumenty osoby Tomáš Kuchárik?,"[""Tomáš Kuchárik"", ""dp2021"", ""dp2022"", ""Daniel Hladek""]","[""Tomáš Kuchárik"", ""dp2021"", ""dp2022""]","[""HAS_DOCUMENT"", ""IN_CATEGORY"", ""AUTHORED_DOCUMENT""]","[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]" +g0465,dev,candidate_set_aggregation,hard,False,1.0,1.0,1.0,1.0,1.0,1.0,0.75,True,0.545304,,"Z kandidátov Jakub Maruniak, Ján Holp, Maroš Harahus, Artem Yatsenko vyber všetky osoby, pri ktorých je práca uvedená v roku 2021. Koľko ich je?","[""Jakub Maruniak"", ""Ján Holp"", ""Maroš Harahus"", ""3"", ""2021""]","[""Jakub Maruniak"", ""Ján Holp"", ""Maroš Harahus"", ""3"", ""2021""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/jan_holp/README.md"", ""pages/students/2016/maros_harahus/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/jan_holp/README.md"", ""pages/students/2016/maros_harahus/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0466,dev,candidate_set_aggregation,hard,False,1.0,1.0,1.0,1.0,1.0,1.0,0.75,True,0.036384,,"Z kandidátov Artem Yatsenko, Dominik Nagy, Kristián Sopkovič, Daniil Huzenko vyber všetky osoby, pri ktorých je práca uvedená v roku 2022. Koľko ich je?","[""Artem Yatsenko"", ""Dominik Nagy"", ""Kristián Sopkovič"", ""3"", ""2022""]","[""Artem Yatsenko"", ""Dominik Nagy"", ""Kristián Sopkovič"", ""3"", ""2022""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/students/2022/daniil_huzenko/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/students/2022/daniil_huzenko/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0469,dev,candidate_set_aggregation,hard,False,1.0,1.0,1.0,1.0,1.0,1.0,0.666667,True,0.038695,,"Z kandidátov Ondrej Megela, Patrik Pavlišin, Artem Yatsenko vyber všetky osoby, pri ktorých je práca uvedená v roku 2020. Koľko ich je?","[""Ondrej Megela"", ""Patrik Pavlišin"", ""2"", ""2020""]","[""Ondrej Megela"", ""Patrik Pavlišin"", ""2"", ""2020""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/students/2018/ondrej_megela/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/students/2018/ondrej_megela/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0471,dev,candidate_set_aggregation,hard,False,1.0,1.0,1.0,1.0,1.0,1.0,0.666667,True,0.036198,,"Z kandidátov Dávid Omasta, Vladimír Ferko, Artem Yatsenko vyber všetky osoby, pri ktorých je práca uvedená v roku 2024. Koľko ich je?","[""Dávid Omasta"", ""Vladimír Ferko"", ""2"", ""2024""]","[""Dávid Omasta"", ""Vladimír Ferko"", ""2"", ""2024""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2018/david_omasta/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]","[""pages/students/2018/david_omasta/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2021/vladimir_ferko/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0473,dev,candidate_set_aggregation,hard,False,1.0,1.0,1.0,1.0,1.0,1.0,0.75,True,0.036599,,"Z kandidátov Ján Pták, Matej Novotný, Matej Ščišľak, Artem Yatsenko vyber všetky osoby, pri ktorých je práca uvedená v roku 2026. Koľko ich je?","[""Ján Pták"", ""Matej Novotný"", ""Matej Ščišľak"", ""3"", ""2026""]","[""Ján Pták"", ""Matej Novotný"", ""Matej Ščišľak"", ""3"", ""2026""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2021/matej_novotny/README.md"", ""pages/students/2021/matej_scislak/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2021/matej_novotny/README.md"", ""pages/students/2021/matej_scislak/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]" +g0475,dev,candidate_set_aggregation,hard,False,1.0,1.0,1.0,1.0,1.0,1.0,0.666667,True,0.035993,,"Z kandidátov Daniil Huzenko, Tetiana Mohorian, Artem Yatsenko vyber všetky osoby, pri ktorých je práca uvedená v roku 2025. Koľko ich je?","[""Daniil Huzenko"", ""Tetiana Mohorian"", ""2"", ""2025""]","[""Daniil Huzenko"", ""Tetiana Mohorian"", ""2"", ""2025""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2022/daniil_huzenko/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2022/daniil_huzenko/README.md"", ""pages/students/2022/tetiana_mohorian/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0476,dev,candidate_set_aggregation,hard,False,1.0,1.0,1.0,1.0,1.0,1.0,0.75,True,0.036956,,"Ktoré osoby zo zoznamu Jakub Maruniak, Ján Holp, Maroš Harahus, Artem Yatsenko zdieľajú rok práce 2021? Uveď aj ich počet.","[""Jakub Maruniak"", ""Ján Holp"", ""Maroš Harahus"", ""3"", ""2021""]","[""Jakub Maruniak"", ""Ján Holp"", ""Maroš Harahus"", ""3"", ""2021""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/jan_holp/README.md"", ""pages/students/2016/maros_harahus/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2016/jakub_maruniak/README.md"", ""pages/students/2016/jan_holp/README.md"", ""pages/students/2016/maros_harahus/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0477,dev,candidate_set_aggregation,hard,False,1.0,1.0,1.0,1.0,1.0,1.0,0.75,True,0.03636,,"Ktoré osoby zo zoznamu Artem Yatsenko, Dominik Nagy, Kristián Sopkovič, Daniil Huzenko zdieľajú rok práce 2022? Uveď aj ich počet.","[""Artem Yatsenko"", ""Dominik Nagy"", ""Kristián Sopkovič"", ""3"", ""2022""]","[""Artem Yatsenko"", ""Dominik Nagy"", ""Kristián Sopkovič"", ""3"", ""2022""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/students/2022/daniil_huzenko/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/kristian_sopkovic/README.md"", ""pages/students/2022/daniil_huzenko/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0480,dev,candidate_set_aggregation,hard,False,1.0,1.0,1.0,1.0,1.0,1.0,0.666667,True,0.035403,,"Ktoré osoby zo zoznamu Ondrej Megela, Patrik Pavlišin, Artem Yatsenko zdieľajú rok práce 2020? Uveď aj ich počet.","[""Ondrej Megela"", ""Patrik Pavlišin"", ""2"", ""2020""]","[""Ondrej Megela"", ""Patrik Pavlišin"", ""2"", ""2020""]",[],"[""AUTHORED"", ""EVIDENCED_BY""]","[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/students/2018/ondrej_megela/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""pages/students/2016/patrik_pavlisin/README.md"", ""pages/students/2018/ondrej_megela/README.md"", ""pages/students/2019/artem_yatsenko/README.md""]","[""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints""]" +g0484,dev,conjunctive_disambiguation,hard,False,0.666667,0.666667,1.0,1.0,1.0,1.0,1.0,True,0.13348,,Ktorá z osôb Ján Pták a Matej Novotný spĺňa obe podmienky: jej dokument obsahuje kľúčové slovo OpenWebUI a jej práca je uvedená v roku 2026?,"[""Ján Pták"", ""OpenWebUI"", ""2026""]","[""Ján Pták"", ""2026""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD"", ""HAS_WORK""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""pages/students/2021/matej_novotny/README.md"", ""pages/students/2022/jan_ptak/README.md""]","[""person_keyword"", ""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints"", ""person_keyword_constraints""]" +g0485,dev,conjunctive_disambiguation,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.082219,,Ktorá z osôb Michal Stromko a Artem Yatsenko spĺňa obe podmienky: jej dokument obsahuje kľúčové slovo Elasticsearch a jej práca je uvedená v roku 2022?,"[""Michal Stromko"", ""Elasticsearch"", ""2022""]","[""Michal Stromko"", ""Elasticsearch"", ""2022""]","[""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2019/artem_yatsenko/README.md"", ""pages/students/2019/michal_stromko/README.md""]","[""pages/students/2019/artem_yatsenko/README.md"", 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"strategies": [ + "entity_resolution", + "graph_traversal", + "thesis_constraints", + "person_keyword_constraints" + ], + "fact_types": [ + "person_keyword", + "person_thesis" + ] + } + ] +} diff --git a/tools/graphrag/evaluation/results/final_v2_2026-10-25/REPORT.md b/tools/graphrag/evaluation/results/final_v2_2026-10-25/REPORT.md new file mode 100644 index 0000000..c1ca37b --- /dev/null +++ b/tools/graphrag/evaluation/results/final_v2_2026-10-25/REPORT.md @@ -0,0 +1,11 @@ +# GraphRAG v2 — zmrazené meranie 25. 10. 2026 + +- DEV: **509/509 (100 %)**, TEST: **67/80 (83,75 %)**, runtime chyby: 0. +- Celá testovacia sada: 426 passed, 4 skipped; vrátane 10 skutočných Neo4j rollback testov. +- Pôvodných 500 otázok je odteraz iba DEV/regresia. 128 chybných predpokladov o tagoch má overenú no-answer anotáciu a 9 otázok má opravené úplné kategórie. +- Nový TEST má 80 prípadov z 24 profilov bez prekryvu s DEV. Tagy, autori, korpus a rodiny šablón sú spoločné; nejde o dôkaz všeobecnej presnosti. +- Všetky zdroje boli anotované nezávislým parserom pôvodného Markdownu. Fakty sa hodnotia ako prepojené typované dôkazy vrátane správneho významu roku a platných alternatív zdrojov. +- 13 TEST zlyhaní je zachovaných v `holdout_failures.json`: formulácia tagu pred osobami a meno s číslicou. Verzia v2 sa po meraní neupravuje. Ak sa podľa zistení ďalej vyvíja, tieto otázky prechádzajú do DEV a nová verzia potrebuje nový holdout. +- Latencia je iba čas grafového vyhľadávania, bez LLM/OpenWebUI. Podrobné metriky a odtlačky obsahujú JSON/CSV a `../../frozen_v2.json`. + +Historické v1 (152/214) a v2 (67/80) majú rozdielne datasety/evaluatory; samotný rozdiel percent nemožno vydávať za kontrolovaný experiment zlepšenia. diff --git a/tools/graphrag/evaluation/results/final_v2_2026-10-25/graphrag_dev.csv b/tools/graphrag/evaluation/results/final_v2_2026-10-25/graphrag_dev.csv new file mode 100644 index 0000000..7423f67 --- /dev/null +++ b/tools/graphrag/evaluation/results/final_v2_2026-10-25/graphrag_dev.csv @@ -0,0 +1,510 @@ +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,0.05741,,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:297""}, {""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:578""}]}, {""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:293""}, {""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:578""}]}]" +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,0.042347,,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:297""}, {""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:578""}]}, {""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:293""}, {""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:578""}]}]" +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,0.041547,,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:297""}, {""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:578""}]}, {""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:317""}, {""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:578""}]}]" +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,0.037032,,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:297""}, {""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:578""}]}, {""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:317""}, {""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:578""}]}]" +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,0.044984,,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:297""}, {""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:578""}]}, {""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:313""}, {""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:578""}]}]" +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,0.041519,,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:297""}, {""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:578""}]}, {""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:313""}, {""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:578""}]}]" +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,0.043812,,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:293""}, {""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:578""}]}, {""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:317""}, {""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:578""}]}]" +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,0.040273,,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:293""}, {""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:578""}]}, {""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:317""}, {""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:578""}]}]" +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,0.039642,,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:293""}, {""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:578""}]}, {""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:313""}, {""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:578""}]}]" +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,0.037374,,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:293""}, {""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:578""}]}, {""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:313""}, {""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:578""}]}]" +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,0.038911,,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:317""}, {""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:578""}]}, {""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:313""}, {""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:578""}]}]" +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,0.036274,,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:317""}, {""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:578""}]}, {""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:313""}, {""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:578""}]}]" +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,0.03906,,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,0.03494,,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,0.039605,,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,0.03754,,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,0.039955,,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,0.03601,,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,0.03802,,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,0.034378,,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,0.036598,,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,0.03354,,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,0.037628,,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,0.034937,,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,0.038146,,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,0.034467,,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,0.038354,,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,0.033964,,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,0.037051,,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,0.033901,,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,0.038628,,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,0.034413,,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,0.041123,,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,0.038316,,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,0.039815,,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,0.049174,,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,0.038989,,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,0.036037,,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,0.038153,,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,0.034649,,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,0.03941,,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:346""}, {""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:573""}]}, {""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:341""}, {""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:573""}]}]" +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,0.036571,,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:346""}, {""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:573""}]}, {""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:341""}, {""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:573""}]}]" +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,0.038104,,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,0.036026,,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,0.040854,,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,0.035365,,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,0.038477,,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,0.037269,,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,0.042218,,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,0.037538,,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,0.04053,,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,0.038303,,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,0.042089,,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:353""}, {""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:524""}]}, {""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:354""}, {""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:524""}]}]" +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,0.037339,,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:353""}, {""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:524""}]}, {""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:354""}, {""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:524""}]}]" +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,0.042648,,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:331"", ""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:594"", ""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:431"", ""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:352"", ""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:617"", ""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:452"", ""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,0.042508,,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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""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,0.044206,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki 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"", ""start_year_comparison""]","[""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:351"", ""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:352"", ""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,0.040614,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki 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"", ""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""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Ján Pták"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Valerii Kutsenko"", ""start_year"": 2022}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Pták"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:341"", ""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:346"", ""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,0.038588,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Rostyslav Rodzhuk a Simona Bobrovčanová?,"[""Rostyslav Rodzhuk"", ""2023"", ""Simona Bobrovčanová""]","[""Rostyslav Rodzhuk"", ""2023"", ""Simona Bobrovčanová""]",[],[],"[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk"", 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{""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:355"", ""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,,,g0164,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038157,,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"": {""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:355"", ""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:356"", ""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,,,g0165,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038436,,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"", ""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:332"", ""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:333"", ""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,,,g0166,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.039361,,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"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Andrii Pervashov"", ""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"": ""Andrii Pervashov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:337"", ""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:347"", ""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,,,g0167,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038584,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki 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"", ""start_year_comparison""]","[""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""], 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""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,0.071114,,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"", 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""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:351"", ""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,0.044486,,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:338"", ""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 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""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:337"", ""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:342"", ""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,0.04636,,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"", 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""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladyslav Yanchenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:347"", ""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,,,g0180,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.055665,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Samuel Vasiľ a Vladyslav Yanchenko?,"[""Samuel Vasiľ"", ""2022"", ""Vladyslav Yanchenko""]","[""Samuel Vasiľ"", ""2022"", ""Vladyslav Yanchenko""]",[],[],"[""pages/students/2022/samuel_vasil/README.md"", ""pages/students/2022/vladyslav_yanchenko/README.md""]","[""pages/students/2022/samuel_vasil/README.md"", ""pages/students/2022/vladyslav_yanchenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil"", ""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil"", ""https://zp.kemt.fei.tuke.sk/students/2022/vladyslav_yanchenko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Samuel Vasiľ"", ""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"": ""Samuel Vasiľ"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:343"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/samuel_vasil/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladyslav Yanchenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:347"", ""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,,,g0181,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.052135,,Aký spoločný rok začiatku štúdia majú podľa ZP Wiki osoby Andrii Pervashov a Ján Malinovský?,"[""Andrii Pervashov"", ""2022"", ""Ján Malinovský""]","[""Andrii Pervashov"", ""2022"", ""Ján Malinovský""]",[],[],"[""pages/students/2022/andrii_pervashov/README.md"", 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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"": ""Ján Malinovský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:340"", ""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""}]}]" +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,0.047246,,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"": ""Daniil Huzenko"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Valerii Kutsenko"", ""start_year"": 2022}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Daniil Huzenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:338"", ""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"": ""Valerii Kutsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:346"", ""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,,,g0183,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.048851,,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"": {""person"": ""Dárius Lindvai"", ""start_year"": 2016}, ""matched"": true}, {""binding"": {""person"": ""Lukáš Pokrývka"", ""start_year"": 2016}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dárius Lindvai"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:290"", ""start_year"": 2016}, {""kind"": ""Document"", ""path"": ""pages/students/2016/darius_lindvai/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/darius_lindvai""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Lukáš Pokrývka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:295"", ""start_year"": 2016}, {""kind"": ""Document"", ""path"": ""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,0.057389,,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:329"", ""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:331"", ""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,0.062944,,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:332"", ""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:336"", ""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,0.057008,,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:354"", ""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:355"", ""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,0.05139,,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"", ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Andrii Pervashov"", ""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"": ""Andrii Pervashov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:337"", ""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"": ""Samuel Vasiľ"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:343"", ""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,0.056816,,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"", ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""]","[""person_start_year"", ""start_year_comparison""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Matej Ščišľak"", ""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 Ščišľak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:333"", ""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""}]}, {""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:336"", ""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,,,g0189,dev,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.064359,,Cez ktorý rok začiatku štúdia sú prepojené osoby Tetiana Mohorian a Valerii Kutsenko?,"[""Tetiana Mohorian"", ""2022"", ""Valerii Kutsenko""]","[""Tetiana Mohorian"", ""2022"", ""Valerii Kutsenko""]",[],[],"[""pages/students/2022/tetiana_mohorian/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/tetiana_mohorian/README.md"", ""pages/students/2022/valerii_kutsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/tetiana_mohorian"", ""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Tetiana Mohorian"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Valerii Kutsenko"", ""start_year"": 2022}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Tetiana Mohorian"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:345"", ""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""}]}, {""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:346"", ""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,0.061263,,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"", ""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""]","[""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"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:341"", ""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"": ""Tetiana Mohorian"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:345"", ""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,0.041404,,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"", ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""https://zp.kemt.fei.tuke.sk/students/2023/denis_le_thanh"", ""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Denis Le Thanh"", ""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"": ""Denis Le Thanh"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:349"", ""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"": ""Ronald Zalacko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:352"", ""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,0.059474,,Cez ktorý rok začiatku štúdia sú prepojené osoby Ján Malinovský a Oleh Poiasnik?,"[""Ján Malinovský"", ""2022"", ""Oleh Poiasnik""]","[""Ján Malinovský"", ""2022"", ""Oleh 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""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:340"", ""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"": ""Oleh Poiasnik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:342"", ""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,0.052824,,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"", ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]","[""https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik"", ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Oleh Poiasnik"", ""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"": ""Oleh Poiasnik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:342"", ""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:343"", ""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,0.043124,,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"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina"", ""https://zp.kemt.fei.tuke.sk/students/2023/yevhenii_medushivskyi""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Samuel Džurina"", ""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"": ""Samuel Džurina"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:354"", ""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:356"", ""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,0.051172,,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:351"", ""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:352"", ""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,0.068812,,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"", ""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""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Ján Pták"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Valerii Kutsenko"", ""start_year"": 2022}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Pták"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:341"", ""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:346"", ""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,0.060833,,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"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/rostyslav_rodzhuk/README.md"", ""pages/students/2023/simona_bobrovcanova/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk"", ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""]","[""https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk"", ""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""]","[""person_start_year""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Rostyslav Rodzhuk"", ""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"": ""Rostyslav Rodzhuk"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:353"", ""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"": ""Simona Bobrovčanová"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:355"", ""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,0.053022,,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:355"", ""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:356"", ""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,0.050203,,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:332"", ""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:333"", ""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,0.062205,,Cez ktorý rok začiatku štúdia sú prepojené 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""]","[""entity_resolution"", ""start_year_constraints""]","[{""binding"": {""person"": ""Andrii Pervashov"", ""start_year"": 2022}, ""matched"": true}, {""binding"": {""person"": ""Vladyslav Yanchenko"", ""start_year"": 2022}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document""], ""relationships"": 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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:353"", ""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:356"", ""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""}]}]" 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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:293"", ""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:294"", ""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,0.04379,,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"": 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""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,0.039043,,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:350"", ""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:351"", ""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,0.041687,,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:340"", ""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:343"", ""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,0.042093,,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:353"", ""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:354"", ""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,0.043157,,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}, 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""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,0.045501,,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 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{""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:338"", ""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:341"", ""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""}]}]" 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{""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"": ""Ján Malinovský"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:340"", ""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:347"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/vladyslav_yanchenko/README.md"", ""source_url"": 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""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"": ""Samuel Vasiľ"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:343"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/samuel_vasil/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/samuel_vasil""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladyslav Yanchenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:347"", ""start_year"": 2022}, {""kind"": ""Document"", ""path"": ""pages/students/2022/vladyslav_yanchenko/README.md"", ""source_url"": 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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,0.038906,,"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,0.036994,,"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,0.038287,,"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,0.042338,,"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,0.04187,,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:318""}, {""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:482""}]}, {""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:318""}, {""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:358""}]}]" +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,0.035335,,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:356""}, {""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:486""}]}, {""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:356""}, {""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:358""}]}]" +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,0.035228,,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:342""}, {""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:493""}]}, {""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:342""}, {""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:358""}]}]" +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,0.033251,,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:337""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/andrii_pervashov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov""}, {""kind"": ""Category"", ""name"": ""bp2025"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:485""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Andrii Pervashov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:337""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/andrii_pervashov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/andrii_pervashov""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:358""}]}]" +True,True,True,1.0,True,1.0,True,,,g0379,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.047993,,Ktorý autor dokumentu je pri osobe Kristián Sopkovič spojený s kategóriou bp2022?,"[""Kristián Sopkovič"", ""bp2022"", ""Daniel Hladek""]","[""Kristián Sopkovič"", ""bp2022"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""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""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kristián Sopkovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:317""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""}, {""kind"": ""Category"", ""name"": ""bp2022"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:482""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Kristián Sopkovič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:317""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/kristian_sopkovic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:358""}]}]" +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,0.04435,,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:318""}, {""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:490""}]}, {""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:318""}, {""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:358""}]}]" +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,0.036044,,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:291""}, {""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:479""}]}, {""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:291""}, {""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:358""}]}]" +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,0.034193,,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:353""}, {""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:505""}]}, {""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:353""}, {""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:358""}]}]" +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,0.032402,,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:312""}, {""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:482""}]}, {""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:312""}, {""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:358""}]}]" +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,0.033331,,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:340""}, {""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:493""}]}, {""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:340""}, {""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:358""}]}]" +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,0.062664,,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:287""}, {""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:495""}]}, {""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:287""}, {""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:358""}]}]" +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,0.049532,,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:336""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/vladimir_ferko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""}, {""kind"": ""Category"", ""name"": ""bp2024"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:484""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Vladimír Ferko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:336""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/vladimir_ferko/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:358""}]}]" +True,True,True,1.0,True,1.0,True,,,g0387,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.051127,,Ktorý autor dokumentu je pri osobe Jakub Maruniak spojený s kategóriou bp2019?,"[""Jakub Maruniak"", ""bp2019"", ""Daniel Hladek""]","[""Jakub Maruniak"", ""bp2019"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/jakub_maruniak/README.md""]","[""pages/students/2016/jakub_maruniak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jakub_maruniak""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Jakub Maruniak"", ""category"": ""bp2019"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/jakub_maruniak/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Maruniak"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:293""}, {""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:479""}]}, {""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:293""}, {""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:358""}]}]" +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,0.036426,,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:310""}, {""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:489""}]}, {""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:310""}, {""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:358""}]}]" +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,0.034456,,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"", 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""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Dávid Omasta"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:307""}, {""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:358""}]}]" +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,0.039603,,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"", 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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:343""}, {""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:486""}]}, {""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:343""}, {""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:358""}]}]" +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,0.032652,,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:291""}, {""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:488""}]}, {""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:291""}, {""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:358""}]}]" +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,0.032886,,Ktorý autor dokumentu je pri osobe Matej Novotný spojený s kategóriou dp2026?,"[""Matej Novotný"", ""dp2026"", ""Daniel Hladek""]","[""Matej Novotný"", ""dp2026"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2021/matej_novotny/README.md""]","[""pages/students/2021/matej_novotny/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""]","[""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Matej Novotný"", ""category"": ""dp2026"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2021/matej_novotny/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Novotný"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:332""}, {""kind"": ""Document"", ""path"": ""pages/students/2021/matej_novotny/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/matej_novotny""}, {""kind"": ""Category"", ""name"": ""dp2026"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:492""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Novotný"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:332""}, {""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:358""}]}]" +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,0.034139,,Ktorý autor dokumentu je pri osobe Simona Bobrovčanová spojený s kategóriou bp2026?,"[""Simona Bobrovčanová"", ""bp2026"", ""Daniel Hladek""]","[""Simona Bobrovčanová"", ""bp2026"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/simona_bobrovcanova/README.md""]","[""pages/students/2023/simona_bobrovcanova/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""]","[""https://zp.kemt.fei.tuke.sk/students/2023/simona_bobrovcanova""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Simona Bobrovčanová"", ""category"": ""bp2026"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2023/simona_bobrovcanova/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Simona Bobrovčanová"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:355""}, {""kind"": ""Document"", ""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:486""}]}, {""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:355""}, {""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:358""}]}]" +True,True,True,1.0,True,1.0,True,,,g0395,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03469,,Ktorý autor dokumentu je pri osobe Lukáš Pokrývka spojený s kategóriou bp2019?,"[""Lukáš Pokrývka"", ""bp2019"", ""Daniel Hladek""]","[""Lukáš Pokrývka"", ""bp2019"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/lukas_pokryvka/README.md""]","[""pages/students/2016/lukas_pokryvka/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka""]","[""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Lukáš Pokrývka"", ""category"": ""bp2019"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/lukas_pokryvka/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Lukáš Pokrývka"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:295""}, {""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:479""}]}, {""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:295""}, {""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:358""}]}]" +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,0.03416,,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"": 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""name"": ""Maroš Harahus"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:297""}, {""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:358""}]}]" +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,0.033798,,Ktorý autor dokumentu je pri osobe Valerii Kutsenko spojený s kategóriou bp2025?,"[""Valerii Kutsenko"", ""bp2025"", ""Daniel Hladek""]","[""Valerii Kutsenko"", ""bp2025"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""pages/students/2022/valerii_kutsenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Valerii Kutsenko"", ""category"": ""bp2025"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2022/valerii_kutsenko/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Valerii Kutsenko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:346""}, {""kind"": ""Document"", ""path"": 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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:298""}, {""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:480""}]}, {""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:298""}, {""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:358""}]}]" +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,0.034512,,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:316""}, {""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:490""}]}, {""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:316""}, {""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:358""}]}]" +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,0.033409,,Ktorý autor dokumentu je pri osobe Ján Holp spojený s kategóriou bp2019?,"[""Ján Holp"", ""bp2019"", ""Daniel Hladek""]","[""Ján Holp"", ""bp2019"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/jan_holp/README.md""]","[""pages/students/2016/jan_holp/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Ján Holp"", ""category"": ""bp2019"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/jan_holp/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ján Holp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:294""}, {""kind"": ""Document"", ""path"": ""pages/students/2016/jan_holp/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/jan_holp""}, {""kind"": ""Category"", ""name"": ""bp2019"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:479""}]}, {""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:294""}, {""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:358""}]}]" +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,0.074668,,Ktorý autor dokumentu je pri osobe Ronald Zalacko spojený s kategóriou bp2026?,"[""Ronald Zalacko"", ""bp2026"", ""Daniel Hladek""]","[""Ronald Zalacko"", ""bp2026"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2023/ronald_zalacko/README.md""]","[""pages/students/2023/ronald_zalacko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""https://zp.kemt.fei.tuke.sk/students/2023/ronald_zalacko""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Ronald Zalacko"", ""category"": ""bp2026"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2023/ronald_zalacko/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ronald Zalacko"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:352""}, {""kind"": ""Document"", ""path"": 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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:308""}, {""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:481""}]}, {""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:308""}, {""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:358""}]}]" +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,0.051234,,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"": 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{""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:358""}]}]" +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,0.035438,,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"", 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[""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Filip Tomáš"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:316""}, {""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:358""}]}]" +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,0.034354,,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"", 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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"": ""Samuel Džurina"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:354""}, {""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:486""}]}, {""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:354""}, {""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:358""}]}]" +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,0.03417,,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"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Patrik Pavlišin"", ""category"": ""dp2022"", ""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:298""}, {""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"": ""dp2022"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:488""}]}, {""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:298""}, {""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:358""}]}]" +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,0.088386,,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"", ""IN_CATEGORY""]","[""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""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Oleksandr Dorybohov"", ""category"": ""bp2026"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2023/oleksandr_dorybohov/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Oleksandr Dorybohov"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:351""}, {""kind"": ""Document"", ""path"": ""pages/students/2023/oleksandr_dorybohov/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2023/oleksandr_dorybohov""}, {""kind"": ""Category"", ""name"": ""bp2026"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:486""}]}, {""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:351""}, {""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:358""}]}]" +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,0.033471,,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"": 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""https://zp.kemt.fei.tuke.sk/interns/bogdan_paul_chis""}, {""kind"": ""DocumentAuthor"", ""name"": ""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:358""}]}]" +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,0.033616,,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"", 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""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:300""}, {""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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""Daniel Hladek"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:358""}]}]" +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,0.082632,,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"": ""pages/interns/cesar_gutierrez/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"": ""Cesar Abascal Gutierrez"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:286""}, {""kind"": ""Document"", ""path"": ""pages/interns/cesar_gutierrez/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/interns/cesar_gutierrez""}, {""kind"": ""Category"", ""name"": ""iaeste"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:495""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Cesar Abascal Gutierrez"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:286""}, {""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:358""}]}]" +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,0.037766,,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"", 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[""Person"", ""Document"", ""DocumentAuthor""], ""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Ondrej Megela"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:310""}, {""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:358""}]}]" +True,True,True,1.0,True,1.0,True,,,g0417,dev,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.033553,,Ktorý autor dokumentu je pri osobe Tomáš Kuchárik spojený s kategóriou dp2022?,"[""Tomáš Kuchárik"", ""dp2022"", ""Daniel Hladek""]","[""Tomáš Kuchárik"", ""dp2022"", ""Daniel Hladek""]",[],"[""AUTHORED_DOCUMENT"", ""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""pages/students/2016/tomas_kucharik/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""https://zp.kemt.fei.tuke.sk/students/2016/tomas_kucharik""]","[""person_category"", ""person_document_author""]","[""entity_resolution"", ""person_category_constraints"", ""person_document_author_constraints""]","[{""binding"": {""person"": ""Tomáš Kuchárik"", ""category"": ""dp2022"", ""document_author"": ""Daniel Hladek"", ""document_path"": ""pages/students/2016/tomas_kucharik/README.md"", ""same_document"": true}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Tomáš Kuchárik"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:299""}, {""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"": 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{""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:358""}]}]" +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,0.033722,,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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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:358""}]}]" +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,0.126165,,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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{""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:358""}]}]" +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,0.039195,,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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""source_document"": ""pages/students/2016/lukas_pokryvka/README.md"", ""id"": ""person:pages/students/2016/lukas_pokryvka/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:386"", ""title"": ""Lukáš Pokrývka"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2016/lukas_pokryvka"", ""path"": ""pages/students/2016/lukas_pokryvka/README.md"", ""name"": ""Lukáš Pokrývka""}, {""kind"": ""Keyword"", ""name"": ""GPU"", ""id"": ""gpu"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:541""}]}]" +True,True,True,1.0,True,1.0,True,,,g0498,dev,conjunctive_disambiguation,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.045472,,Ktorá z osôb Maroš Harahus a Artem Yatsenko spĺňa obe podmienky: jej dokument obsahuje kľúčové slovo Spacy a jej práca je uvedená v roku 2021?,"[""Maroš Harahus"", ""Spacy"", ""2021""]","[""Maroš Harahus"", ""Spacy"", ""2021""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", 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""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:578""}]}]" +True,True,True,1.0,True,1.0,True,,,g0499,dev,conjunctive_disambiguation,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035966,,Ktorá z osôb Ján Holp a Jakub Maruniak spĺňa obe podmienky: jej dokument obsahuje kľúčové slovo slovenský internet a jej práca je uvedená v roku 2021?,[],[],[],[],"[""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""]",[],"[""entity_resolution""]",[],[] +True,True,True,1.0,True,1.0,True,,,g0500,dev,conjunctive_disambiguation,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.044814,,Ktorá z osôb Kristián Sopkovič a Dominik Nagy spĺňa obe podmienky: jej dokument obsahuje kľúčové slovo Spacy a jej práca je uvedená v roku 2022?,"[""Kristián Sopkovič"", ""Spacy"", ""2022""]","[""Kristián Sopkovič"", ""Spacy"", ""2022""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""pages/students/2016/dominik_nagy/README.md"", ""pages/students/2019/kristian_sopkovic/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""https://zp.kemt.fei.tuke.sk/students/2016/dominik_nagy"", ""https://zp.kemt.fei.tuke.sk/students/2019/kristian_sopkovic""]","[""person_keyword"", ""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""person_keyword_constraints""]","[{""binding"": {""person"": ""Kristián Sopkovič"", ""keyword"": ""Spacy"", ""year"": 2022}, ""matched"": true}]","[{""pattern"": 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""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:414"", ""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:578""}]}]" +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,0.048566,,"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,0.045746,,"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,0.052842,,"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,0.05886,,"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,0.040066,,"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,0.038075,,"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,0.032368,,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,0.03327,,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,0.045099,,"Z kandidátov Alina Vitko, Andrii Pervashov, Artem Yatsenko vyber osoby s prácou v roku 2099. 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""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""]",[],"[""entity_resolution""]","[{""binding"": {""person"": ""Dávid Iľaš"", ""keyword"": ""nlp""}, ""matched"": false}, {""binding"": {""person"": ""Yevhenii Leonov"", ""keyword"": ""nlp""}, ""matched"": false}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": false, ""witness"": []}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": false, ""witness"": []}]" +True,False,False,0.0,False,0.0,True,,,h0007,test,shared_keyword_pair,hard,False,0.0,0.0,1.0,1.0,1.0,1.0,1.0,True,0.031493,,Over spoločné kľúčové slovo rasa pri osobách Artur Hyrenko a Nikita Bodnar.,"[""Artur Hyrenko"", ""rasa"", ""Nikita Bodnar""]",[],[],[],"[""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""]",[],"[""entity_resolution""]","[{""binding"": {""person"": ""Artur Hyrenko"", ""keyword"": ""rasa""}, ""matched"": false}, {""binding"": {""person"": ""Nikita Bodnar"", ""keyword"": ""rasa""}, ""matched"": false}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": false, ""witness"": []}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": false, ""witness"": []}]" +True,False,False,0.0,False,0.0,True,,,h0008,test,shared_keyword_pair,hard,False,0.0,0.0,1.0,1.0,1.0,1.0,1.0,True,0.029808,,Over spoločné kľúčové slovo nlp pri osobách Adrián Remiáš a Manohar Gowdru Shridhara.,"[""Adrián Remiáš"", ""nlp"", ""Manohar Gowdru Shridhara""]",[],[],[],"[""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""]",[],"[""entity_resolution""]","[{""binding"": {""person"": ""Adrián Remiáš"", ""keyword"": ""nlp""}, ""matched"": false}, {""binding"": {""person"": ""Manohar Gowdru Shridhara"", ""keyword"": ""nlp""}, ""matched"": false}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": false, ""witness"": []}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": false, ""witness"": []}]" +True,True,True,1.0,True,1.0,True,,,h0009,test,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.054172,,Aké spoločné roky práce spájajú osoby Patrik Pokrivčák a Pavol Hudák?,"[""Patrik Pokrivčák"", ""2024"", ""Pavol Hudák"", ""2025""]","[""Patrik Pokrivčák"", ""2024"", ""Pavol Hudák"", ""2025""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2019/patrik_pokrivcak/README.md"", ""pages/students/2020/pavol_hudak/README.md""]","[""pages/students/2019/patrik_pokrivcak/README.md"", ""pages/students/2020/pavol_hudak/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak"", ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""]","[""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak"", ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak""]","[""academic_year_comparison"", ""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]","[{""binding"": {""person"": ""Patrik Pokrivčák"", ""year"": 2024}, ""matched"": true}, {""binding"": {""person"": ""Pavol Hudák"", ""year"": 2024}, ""matched"": true}, {""binding"": {""person"": ""Patrik Pokrivčák"", ""year"": 2025}, ""matched"": true}, {""binding"": {""person"": ""Pavol Hudák"", ""year"": 2025}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Academic"", ""Document""], 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""title"": ""Patrik Pokrivčák"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/patrik_pokrivcak"", ""path"": ""pages/students/2019/patrik_pokrivcak/README.md"", ""name"": ""Patrik Pokrivčák""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Academic"", ""Document""], ""relationships"": [""AUTHORED|HAS_WORK"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2020, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:326"", ""name"": ""Pavol Hudák"", ""source_document"": ""pages/students/2020/pavol_hudak/README.md"", ""id"": ""person:pages/students/2020/pavol_hudak/README.md""}, {""kind"": ""Work"", ""year"": 2024, ""heading"": ""Diplomový projekt 2024"", ""work_type"": ""diploma_project"", ""work_type_label"": ""Diplomový projekt"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:260"", ""name"": ""Diplomový projekt 2024"", ""source_document"": ""pages/students/2020/pavol_hudak/README.md"", 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práca"", ""thesis_type_label"": ""Diplomová práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:581"", ""title"": ""Rozpoznávanie nenávistnej reči pomocou veľkých jazykových modelov"", ""thesis_type"": ""diploma_thesis"", ""name"": ""Rozpoznávanie nenávistnej reči pomocou veľkých jazykových modelov"", ""source_document"": ""pages/students/2019/patrik_pokrivcak/README.md"", ""id"": ""thesis:pages/students/2019/patrik_pokrivcak/README.md:diplomova-praca"", ""person"": ""Patrik Pokrivčák"", ""document_path"": ""pages/students/2019/patrik_pokrivcak/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:419"", ""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:326"", ""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:588"", ""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:426"", ""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,test,same_academic_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.057106,,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"", ""thesis_constraints""]","[{""binding"": {""person"": ""Matej Kobyľan"", ""year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Vladyslav Krupko"", ""year"": 2023}, ""matched"": true}, {""binding"": {""person"": ""Matej Kobyľan"", ""year"": 2024}, ""matched"": true}, {""binding"": {""person"": ""Vladyslav Krupko"", ""year"": 2024}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""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:324"", ""name"": ""Matej Kobyľan"", 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Krupko?,"[""Dávid Kostilník"", ""2024"", ""Vladyslav Krupko""]","[""Dávid Kostilník"", ""2024"", ""Vladyslav Krupko""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_WORK""]","[""pages/students/2020/david_kostilnik/README.md"", ""pages/students/2020/vladyslav_krupko/README.md""]","[""pages/students/2020/david_kostilnik/README.md"", ""pages/students/2020/vladyslav_krupko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik"", ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik"", ""https://zp.kemt.fei.tuke.sk/students/2020/vladyslav_krupko""]","[""academic_year_comparison"", ""person_thesis"", ""person_work""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""work_constraints""]","[{""binding"": {""person"": ""Dávid Kostilník"", ""year"": 2024}, ""matched"": true}, {""binding"": {""person"": ""Vladyslav Krupko"", ""year"": 2024}, ""matched"": true}]","[{""pattern"": 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""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:326"", ""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,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.040755,,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:324"", ""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:327"", ""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,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03796,,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:323"", ""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:326"", ""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,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035737,,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:325"", ""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:327"", ""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,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035458,,Porovnaj rovnaký rok začiatku štúdia osôb Manohar Gowdru Shridhara a Nikita Bodnar.,"[""Manohar Gowdru Shridhara"", ""2021"", ""Nikita Bodnar""]","[""Manohar Gowdru Shridhara"", ""2021"", ""Nikita 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""Manohar Gowdru Shridhara"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:330"", ""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:334"", ""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,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036139,,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:323"", ""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:327"", ""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,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035637,,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:339"", ""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:344"", ""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,test,same_start_year_pair,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.035929,,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 Suchanič"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:325"", ""start_year"": 2020}, {""kind"": ""Document"", ""path"": ""pages/students/2020/matus_suchanic/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic""}]}, {""pattern"": {""binding_index"": 1, ""node_kinds"": [""Person"", ""Document""], ""relationships"": [""HAS_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Pavol Hudák"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:326"", ""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,,,h0025,test,person_title_year,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037158,,Aký názov práce a rok práce sú pri osobe Pavol Hudák uvedené pre rok 2025?,"[""Pavol Hudák"", ""Dotrénovanie veľkého jazykového modelu na odpovede v slovenčine"", 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""pages/students/2019/samuel_horani/README.md"", ""id"": ""work:pages/students/2019/samuel_horani/README.md:vedecky-projekt-2021"", ""person"": ""Samuel Horáni"", ""document_path"": ""pages/students/2019/samuel_horani/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:420"", ""title"": ""Samuel Horáni"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/samuel_horani"", ""path"": ""pages/students/2019/samuel_horani/README.md"", ""name"": ""Samuel Horáni""}]}]" +True,False,False,0.0,False,0.0,True,,,h0033,test,person_keyword_title,hard,False,0.0,0.0,1.0,1.0,1.0,1.0,1.0,True,0.037055,,Aký názov práce osoby Martin NaN1 v roku 2021 súvisí s kľúčovým slovom nemo?,"[""Martin NaN1"", ""nemo"", ""Využitie najnovších nástrojov v rámci prirodzeného spracovania reči"", ""2021""]",[],[],[],"[""pages/students/2018/NaN1name_buday/README.md""]","[""pages/students/2018/NaN1name_buday/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""]",[],"[""entity_resolution""]","[{""binding"": {""person"": ""Martin NaN1"", ""academic_kind"": ""Thesis"", ""academic_type"": ""bachelor_thesis"", ""year"": 2021, ""title"": ""Využitie najnovších nástrojov v rámci prirodzeného spracovania reči"", ""keyword"": ""nemo""}, ""matched"": false}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Thesis"", ""Document""], ""relationships"": [""AUTHORED"", ""EVIDENCED_BY""]}, ""matched"": false, ""witness"": []}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": false, ""witness"": []}]" 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""thesis:pages/students/2021/artur_hyrenko/README.md:diplomova-praca-2026"", ""person"": ""Artur Hyrenko"", ""document_path"": ""pages/students/2021/artur_hyrenko/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:428"", ""title"": ""Artur Hyrenko"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"", ""path"": ""pages/students/2021/artur_hyrenko/README.md"", ""name"": ""Artur Hyrenko""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2021, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:328"", ""name"": ""Artur Hyrenko"", ""source_document"": ""pages/students/2021/artur_hyrenko/README.md"", ""id"": ""person:pages/students/2021/artur_hyrenko/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:428"", ""title"": ""Artur Hyrenko"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"", ""path"": ""pages/students/2021/artur_hyrenko/README.md"", ""name"": ""Artur Hyrenko""}, {""kind"": ""Keyword"", ""name"": ""chatbot"", ""id"": ""chatbot"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:530""}]}]" +True,False,False,0.0,False,0.0,True,,,h0035,test,person_keyword_title,hard,False,0.0,0.0,1.0,1.0,1.0,1.0,1.0,True,0.036694,,Aký názov práce osoby Martin NaN1 v roku 2021 súvisí s kľúčovým slovom bert?,"[""Martin NaN1"", ""bert"", ""Využitie najnovších nástrojov v rámci prirodzeného spracovania reči"", ""2021""]",[],[],[],"[""pages/students/2018/NaN1name_buday/README.md""]","[""pages/students/2018/NaN1name_buday/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""]","[""https://zp.kemt.fei.tuke.sk/students/2018/NaN1name_buday""]",[],"[""entity_resolution""]","[{""binding"": {""person"": ""Martin NaN1"", ""academic_kind"": ""Thesis"", ""academic_type"": ""bachelor_thesis"", ""year"": 2021, ""title"": ""Využitie najnovších nástrojov v rámci prirodzeného spracovania reči"", ""keyword"": ""bert""}, ""matched"": false}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Thesis"", ""Document""], ""relationships"": [""AUTHORED"", ""EVIDENCED_BY""]}, ""matched"": false, ""witness"": []}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": false, ""witness"": []}]" +True,True,True,1.0,True,1.0,True,,,h0036,test,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036915,,Aký názov práce osoby Oleksandr Hryshchenko v roku 2026 súvisí s kľúčovým slovom nlp?,"[""Oleksandr Hryshchenko"", ""nlp"", ""Grafové neurónové siete pre získavanie informácií"", ""2026""]","[""Oleksandr Hryshchenko"", ""nlp"", ""Grafové neurónové siete pre získavanie informácií"", ""2026""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""pages/students/2021/oleksandr_hryshchenko/README.md""]","[""pages/students/2021/oleksandr_hryshchenko/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""]","[""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko""]","[""person_keyword"", ""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""person_keyword_constraints""]","[{""binding"": {""person"": ""Oleksandr Hryshchenko"", ""academic_kind"": ""Thesis"", ""academic_type"": ""diploma_thesis"", ""year"": 2026, ""title"": ""Grafové neurónové siete pre získavanie informácií"", ""keyword"": ""nlp""}, ""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:335"", ""name"": ""Oleksandr Hryshchenko"", ""source_document"": ""pages/students/2021/oleksandr_hryshchenko/README.md"", ""id"": ""person:pages/students/2021/oleksandr_hryshchenko/README.md""}, {""kind"": ""Thesis"", ""year"": 2026, ""heading"": ""Diplomová práca 2026"", ""thesis_type_label"": ""Diplomová práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:600"", ""title"": ""Grafové neurónové siete pre získavanie informácií"", ""thesis_type"": ""diploma_thesis"", ""name"": ""Grafové neurónové siete pre získavanie informácií"", ""source_document"": ""pages/students/2021/oleksandr_hryshchenko/README.md"", ""id"": ""thesis:pages/students/2021/oleksandr_hryshchenko/README.md:diplomova-praca-2026"", ""person"": ""Oleksandr Hryshchenko"", ""document_path"": ""pages/students/2021/oleksandr_hryshchenko/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:435"", ""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""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2021, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:335"", ""name"": ""Oleksandr Hryshchenko"", ""source_document"": ""pages/students/2021/oleksandr_hryshchenko/README.md"", ""id"": ""person:pages/students/2021/oleksandr_hryshchenko/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:435"", ""title"": ""Oleksandr Hryshchenko"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2021/oleksandr_hryshchenko"", ""path"": ""pages/students/2021/oleksandr_hryshchenko/README.md"", ""name"": ""Oleksandr Hryshchenko""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:562""}]}]" +True,True,True,1.0,True,1.0,True,,,h0037,test,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036898,,Aký názov práce osoby Pavol Hudák v roku 2025 súvisí s kľúčovým slovom nlp?,"[""Pavol Hudák"", ""nlp"", ""Dotrénovanie veľkého jazykového modelu na odpovede v slovenčine"", ""2025""]","[""Pavol Hudák"", ""nlp"", ""Dotrénovanie veľkého jazykového modelu na odpovede v slovenčine"", ""2025""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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_keyword"", ""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""person_keyword_constraints""]","[{""binding"": {""person"": ""Pavol Hudák"", ""academic_kind"": ""Thesis"", ""academic_type"": ""diploma_thesis"", ""year"": 2025, ""title"": ""Dotrénovanie veľkého jazykového modelu na odpovede v slovenčine"", ""keyword"": ""nlp""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Thesis"", ""Document""], ""relationships"": [""AUTHORED"", ""EVIDENCED_BY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2020, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:326"", ""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:588"", ""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:426"", ""title"": ""Pavol Hudák"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/pavol_hudak"", ""path"": ""pages/students/2020/pavol_hudak/README.md"", ""name"": ""Pavol Hudák""}]}, {""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Keyword""], ""relationships"": [""HAS_DOCUMENT"", ""HAS_KEYWORD""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""start_year"": 2020, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:326"", ""name"": ""Pavol Hudák"", ""source_document"": ""pages/students/2020/pavol_hudak/README.md"", ""id"": ""person:pages/students/2020/pavol_hudak/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:426"", ""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""}, {""kind"": ""Keyword"", ""name"": ""NLP"", ""id"": ""nlp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:562""}]}]" +True,True,True,1.0,True,1.0,True,,,h0038,test,person_keyword_title,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.037742,,Aký názov práce osoby Yevhenii Leonov v roku 2025 súvisí s kľúčovým slovom rag?,"[""Yevhenii Leonov"", ""rag"", ""Vyhodnotenie generovania slovenského jazyka s pomocou vyhľadávania"", ""2025""]","[""Yevhenii Leonov"", ""rag"", ""Vyhodnotenie generovania slovenského jazyka s pomocou vyhľadávania"", ""2025""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", ""HAS_DOCUMENT"", ""HAS_KEYWORD""]","[""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_keyword"", ""person_thesis""]","[""entity_resolution"", ""graph_traversal"", ""thesis_constraints"", ""person_keyword_constraints""]","[{""binding"": {""person"": ""Yevhenii Leonov"", ""academic_kind"": ""Thesis"", ""academic_type"": ""bachelor_thesis"", ""year"": 2025, ""title"": ""Vyhodnotenie generovania slovenského jazyka s pomocou vyhľadávania"", ""keyword"": ""rag""}, ""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:348"", ""name"": ""Yevhenii Leonov"", ""source_document"": ""pages/students/2022/yevhenii_leonov/README.md"", ""id"": ""person:pages/students/2022/yevhenii_leonov/README.md""}, {""kind"": ""Thesis"", ""year"": 2025, ""heading"": ""Bakalárska práca 2025"", ""thesis_type_label"": ""Bakalárska práca"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:613"", ""title"": ""Vyhodnotenie generovania slovenského jazyka s pomocou vyhľadávania"", ""thesis_type"": ""bachelor_thesis"", ""name"": ""Vyhodnotenie generovania slovenského jazyka s pomocou vyhľadávania"", ""source_document"": ""pages/students/2022/yevhenii_leonov/README.md"", ""id"": ""thesis:pages/students/2022/yevhenii_leonov/README.md:bakalarska-praca-2025"", ""person"": ""Yevhenii Leonov"", ""document_path"": ""pages/students/2022/yevhenii_leonov/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:448"", ""title"": ""Yevhenii Leonov"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov"", 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{""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:358""}]}]" +True,True,True,1.0,True,1.0,True,,,h0046,test,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.038093,,"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"", 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""relationships"": [""HAS_DOCUMENT"", ""AUTHORED_DOCUMENT""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Matej Kobyľan"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:324""}, {""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:358""}]}]" +True,True,True,1.0,True,1.0,True,,,h0047,test,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.036183,,"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:320""}, {""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:482""}]}, {""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:320""}, {""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:358""}]}]" +True,True,True,1.0,True,1.0,True,,,h0048,test,document_author_category_multi_hop,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03528,,"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:326""}, {""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:491""}]}, {""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:326""}, {""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:358""}]}]" +True,True,True,1.0,True,1.0,True,,,h0049,test,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03063,,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:321""}, {""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:491""}]}]" +True,True,True,1.0,True,1.0,True,,,h0050,test,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.03096,,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:323""}, {""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:491""}]}]" +True,True,True,1.0,True,1.0,True,,,h0051,test,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.030446,,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:330""}, {""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:497""}]}]" +True,True,True,1.0,True,1.0,True,,,h0052,test,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.030173,,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"": ""Person"", ""name"": ""Dávid Stromp"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:314""}, {""kind"": ""Document"", ""path"": ""pages/students/2019/david_stromp/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2019/david_stromp""}, {""kind"": ""Category"", ""name"": ""bp2022"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:482""}]}]" +True,True,True,1.0,True,1.0,True,,,h0053,test,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.030507,,Vypíš všetky kategórie dokumentov osoby Matúš Suchanič.,"[""Matúš Suchanič"", ""bp2023"", ""vp2022""]","[""Matúš Suchanič"", ""bp2023"", ""vp2022""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2020/matus_suchanic/README.md""]","[""pages/students/2020/matus_suchanic/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic""]","[""https://zp.kemt.fei.tuke.sk/students/2020/matus_suchanic""]","[""person_category""]","[""entity_resolution"", ""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:325""}, {""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:483""}]}, {""pattern"": {""binding_index"": 1, ""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:325""}, {""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"": ""vp2022"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:502""}]}]" +True,True,True,1.0,True,1.0,True,,,h0054,test,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.031397,,Vypíš všetky kategórie dokumentov osoby Jakub Schwarc.,"[""Jakub Schwarc"", ""dp2027""]","[""Jakub Schwarc"", ""dp2027""]",[],"[""HAS_DOCUMENT"", ""IN_CATEGORY""]","[""pages/students/2022/jakub_schwarc/README.md""]","[""pages/students/2022/jakub_schwarc/README.md""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""]","[""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""]","[""person_category""]","[""entity_resolution"", ""person_category_constraints""]","[{""binding"": {""person"": ""Jakub Schwarc"", ""category"": ""dp2027""}, ""matched"": true}]","[{""pattern"": {""binding_index"": 0, ""node_kinds"": [""Person"", ""Document"", ""Category""], ""relationships"": [""HAS_DOCUMENT"", ""IN_CATEGORY""]}, ""matched"": true, ""witness"": [{""kind"": ""Person"", ""name"": ""Jakub Schwarc"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:339""}, {""kind"": ""Document"", ""path"": ""pages/students/2022/jakub_schwarc/README.md"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2022/jakub_schwarc""}, {""kind"": ""Category"", ""name"": ""dp2027"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:493""}]}]" +True,True,True,1.0,True,1.0,True,,,h0055,test,person_multiple_categories,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.030647,,Vypíš všetky kategórie dokumentov osoby Artur Hyrenko.,"[""Artur Hyrenko"", ""dp2026""]","[""Artur Hyrenko"", ""dp2026""]",[],"[""HAS_DOCUMENT"", 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2020, ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:324"", ""name"": ""Matej Kobyľan"", ""source_document"": ""pages/students/2020/matej_kobylan/README.md"", ""id"": ""person:pages/students/2020/matej_kobylan/README.md""}, {""kind"": ""Document"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:424"", ""title"": ""Matej Kobyľan"", ""source_url"": ""https://zp.kemt.fei.tuke.sk/students/2020/matej_kobylan"", ""path"": ""pages/students/2020/matej_kobylan/README.md"", ""name"": ""Matej Kobyľan""}, {""kind"": ""Keyword"", ""name"": ""ir"", ""id"": ""ir"", ""element_id"": ""4:61c98d29-d5f0-43f4-879d-a5d65f4be67a:548""}]}]" +True,True,True,1.0,True,1.0,True,,,h0072,test,conjunctive_disambiguation,hard,True,1.0,1.0,1.0,1.0,1.0,1.0,1.0,True,0.044567,,Ktorá z osôb Yevhenii Leonov a Kamil Tomčufčík má kľúčové slovo rag a jej práca je z roku 2025?,"[""Yevhenii Leonov"", ""rag"", ""2025""]","[""Yevhenii Leonov"", ""rag"", ""2025""]",[],"[""AUTHORED"", ""EVIDENCED_BY"", 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"conjunctive_disambiguation" + }, + { + "id": "g0490", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "g0491", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "g0492", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "g0493", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "g0494", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "g0495", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "g0496", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "g0497", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "g0498", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "g0499", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "g0500", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "dev-negative-year-0", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "dev-negative-year-1", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "dev-negative-year-2", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "dev-negative-year-3", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "dev-negative-tag-0", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "dev-negative-tag-1", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "dev-negative-person-0", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "dev-negative-person-1", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "dev-zero-count", + "split": "dev", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0001", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "shared_keyword_pair" + }, + { + "id": "h0002", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "shared_keyword_pair" + }, + { + "id": "h0003", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "shared_keyword_pair" + }, + { + "id": "h0004", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "shared_keyword_pair" + }, + { + "id": "h0005", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "shared_keyword_pair" + }, + { + "id": "h0006", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "shared_keyword_pair" + }, + { + "id": "h0007", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "shared_keyword_pair" + }, + { + "id": "h0008", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "shared_keyword_pair" + }, + { + "id": "h0009", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_academic_year_pair" + }, + { + "id": "h0010", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_academic_year_pair" + }, + { + "id": "h0011", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_academic_year_pair" + }, + { + "id": "h0012", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_academic_year_pair" + }, + { + "id": "h0013", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_academic_year_pair" + }, + { + "id": "h0014", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_academic_year_pair" + }, + { + "id": "h0015", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_academic_year_pair" + }, + { + "id": "h0016", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_academic_year_pair" + }, + { + "id": "h0017", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_start_year_pair" + }, + { + "id": "h0018", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_start_year_pair" + }, + { + "id": "h0019", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_start_year_pair" + }, + { + "id": "h0020", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_start_year_pair" + }, + { + "id": "h0021", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_start_year_pair" + }, + { + "id": "h0022", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_start_year_pair" + }, + { + "id": "h0023", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_start_year_pair" + }, + { + "id": "h0024", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "same_start_year_pair" + }, + { + "id": "h0025", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_title_year" + }, + { + "id": "h0026", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_title_year" + }, + { + "id": "h0027", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_title_year" + }, + { + "id": "h0028", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_title_year" + }, + { + "id": "h0029", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_title_year" + }, + { + "id": "h0030", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_title_year" + }, + { + "id": "h0031", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_title_year" + }, + { + "id": "h0032", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_title_year" + }, + { + "id": "h0033", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_keyword_title" + }, + { + "id": "h0034", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_keyword_title" + }, + { + "id": "h0035", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_keyword_title" + }, + { + "id": "h0036", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_keyword_title" + }, + { + "id": "h0037", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_keyword_title" + }, + { + "id": "h0038", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_keyword_title" + }, + { + "id": "h0039", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_keyword_title" + }, + { + "id": "h0040", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_keyword_title" + }, + { + "id": "h0041", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0042", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0043", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0044", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0045", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0046", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0047", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0048", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "document_author_category_multi_hop" + }, + { + "id": "h0049", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0050", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0051", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0052", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0053", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0054", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0055", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0056", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "person_multiple_categories" + }, + { + "id": "h0057", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0058", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0059", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0060", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0061", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0062", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0063", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0064", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "candidate_set_aggregation" + }, + { + "id": "h0065", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "h0066", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "h0067", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "h0068", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "h0069", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "h0070", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "h0071", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "h0072", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "conjunctive_disambiguation" + }, + { + "id": "holdout-negative-year-0", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "holdout-negative-year-1", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "holdout-negative-year-2", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "holdout-negative-year-3", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "holdout-negative-tag-0", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "holdout-negative-tag-1", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "holdout-negative-person-0", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + }, + { + "id": "holdout-negative-person-1", + "split": "test", + "source_consistent": true, + "issues": [], + "category": "negative_lookup" + } + ], + "by_split": { + "dev": { + "questions": 509, + "source_consistent": 509, + "issues": {} + }, + "test": { + "questions": 80, + "source_consistent": 80, + "issues": {} + } + } +} diff --git a/tools/graphrag/evaluation/source_oracle.py b/tools/graphrag/evaluation/source_oracle.py new file mode 100644 index 0000000..986c0fc --- /dev/null +++ b/tools/graphrag/evaluation/source_oracle.py @@ -0,0 +1,247 @@ +"""Independent benchmark oracle over original Markdown, not the GraphRAG parser. + +Frontmatter defines tags/categories/document authors. Academic year comes from an +explicit academic heading, with a matching category used only as a fallback. +Every extracted value records the original file and source lines. No graph +payload, chunk JSON or retrieval result is used to construct this oracle. +""" +from __future__ import annotations + +import hashlib +import json +import re +import unicodedata +from pathlib import Path +from typing import Any + +import frontmatter + +ROOT = Path(__file__).resolve().parents[3] +DEFAULT_WIKI = ROOT.parent / 'zpwiki' + + +def norm(value: Any) -> str: + value = unicodedata.normalize('NFKD', str(value or '')) + value = ''.join(c for c in value if not unicodedata.combining(c)) + return ' '.join(re.findall(r'[a-z0-9]+', value.casefold())) + + +def clean(value: str) -> str: + value = re.sub(r'\[([^\]]+)\]\([^)]*\)', r'\1', value) + return re.sub(r'[*_`#]', '', value).strip() + + +def values(value: Any) -> list[str]: + if value is None: + return [] + if isinstance(value, str): + return [value.strip()] if value.strip() else [] + return [str(item).strip() for item in value if str(item).strip()] + + +def profile_path(path: str) -> str | None: + match = re.match(r'^(pages/students/\d{4}/[^/]+|pages/interns/[^/]+)/', path) + return match.group(1) + '/README.md' if match else None + + +def source_url(path: str) -> str: + return 'https://zp.kemt.fei.tuke.sk/' + path.removeprefix('pages/').removesuffix('/README.md') + + +def category_type(category: str) -> tuple[str | None, int | None]: + match = re.fullmatch(r'(bp|dp|phd|tp|vp)(20\d{2})', norm(category).replace(' ', '')) + if not match: + return None, None + return {'bp': 'bachelor_thesis', 'dp': 'diploma_thesis', 'phd': 'doctoral_thesis', + 'tp': 'team_project', 'vp': 'research_project'}[match[1]], int(match[2]) + + +def academic_type(heading: str) -> str | None: + text = norm(heading) + for prefix, kind in [('bakalarska praca', 'bachelor_thesis'), + ('diplomova praca', 'diploma_thesis'), + ('dizertacna praca', 'doctoral_thesis'), + ('diplomovy projekt', 'diploma_project'), + ('timovy projekt', 'team_project'), + ('vyskumny projekt', 'research_project'), + ('vedecky projekt', 'research_project')]: + if text.startswith(prefix): + return kind + return None + + +def acceptable_title(value: str) -> bool: + text = norm(value) + if not (len(value) >= 10 and len(value) <= 350 and len(text.split()) >= 2): + return False + if value.endswith(':') or re.match(r'^(?:https?://|[-*+] |\d+[.)] )', value): + return False + return not any(text.startswith(prefix) for prefix in [ + 'stretnutie', 'stav', 'ciel', 'ulohy', 'uloha', 'zadanie', 'navrh na zadanie', + 'navrh na zadamie', 'poznamka', 'praca uspesne', 'projekt uspesne', 'projekt zakoncen', + 'bakalarska praca na crzp', 'git repozitar', 'zdrojove texty', 'praca na crzp', + 'rok zaciatku', 'zaciatok studia', 'meno veduceho', 'veduci', 'crzp', + ]) + + +def title_candidates(lines: list[str], offset: int = 0) -> list[dict]: + found = [] + for index, raw in enumerate(lines): + line = clean(raw) + if ':' not in line: + continue + label, inline = line.split(':', 1) + key = norm(label) + if not (key in {'nazov', 'nazov prace', 'nazov bakalarskej prace', 'nazov diplomovej prace', + 'predbezny nazov', 'tema', 'navrh na temu'} or key.startswith('navrh na nazov')): + continue + value = inline.strip() + value_index = index + if not value: + for next_index in range(index + 1, min(index + 7, len(lines))): + if lines[next_index].strip(): + value = clean(lines[next_index]); value_index = next_index; break + if acceptable_title(value): + found.append({'title': value, 'line': offset + value_index + 1, + 'label': key, 'label_line': offset + index + 1, + 'priority': 0 if key.startswith('nazov') else 1 if key.startswith('navrh na nazov') else 2}) + return sorted(found, key=lambda row: (row['priority'], row['line'])) + + +def extract_academics(document: dict) -> list[dict]: + lines = document['body_lines']; offset = document['body_offset'] + headings = [] + for index, line in enumerate(lines): + if re.match(r'^\s*#{1,6}\s+', line): + kind = academic_type(clean(line)) + if kind: + headings.append((index, kind, clean(line))) + records = [] + root_end = headings[0][0] if headings else len(lines) + root_candidates = title_candidates(lines[:root_end], offset) + cat_years: dict[str, set[int]] = {} + for cat in document['categories']: + kind, year = category_type(cat) + if kind and year: + cat_years.setdefault(kind, set()).add(year) + for pos, (index, kind, heading) in enumerate(headings): + end = headings[pos + 1][0] if pos + 1 < len(headings) else len(lines) + section = lines[index + 1:end] + # Academic headings can contain a range, e.g. 2023/24. Prefer the + # matching category year within that range; otherwise use its end. + heading_years = [int(value) for value in re.findall(r'\b20\d{2}\b', heading)] + for match in re.finditer(r'\b(20\d{2})\s*[/–-]\s*(\d{2})(?!\d)', heading): + heading_years.append(int(match[1]) // 100 * 100 + int(match[2])) + matching_years = set(heading_years) & cat_years.get(kind, set()) + year = (max(matching_years) if matching_years else max(heading_years)) if heading_years else ( + next(iter(cat_years[kind])) if len(cat_years.get(kind, [])) == 1 else None) + candidates = title_candidates(section, offset + index + 1) + chosen = candidates[0] if candidates else None + # A root title explicitly marked BP/DP belongs to the matching thesis. + if not chosen: + matching_root = [row for row in root_candidates + if (' dp' in row['label'] or 'diplom' in row['label']) and kind == 'diploma_thesis' + or (' bp' in row['label'] or 'bakalar' in row['label']) and kind == 'bachelor_thesis'] + if matching_root: + chosen = matching_root[0] + if not chosen: + # A short leading plain paragraph before assignment lists is a title; + # task/status labels, links and prose after a task boundary are not. + for n, raw in enumerate(section[:15]): + text = clean(raw) + if not text: + continue + if re.match(r'^\s*#{1,6}\s+', raw) or re.match(r'^\s*\d+[.)]\s+', raw): + break + if re.match(r'^\s*[-*+]\s+', raw): + if '](' in raw: + continue + break + if any(norm(text).startswith(word) for word in ['zadanie', 'ciel', 'ulohy', 'navrh na zadanie', 'navrh na zadamie', 'stretnutie']): + break + if raw.strip().startswith(('http', '[')) or not acceptable_title(text): + continue + chosen = {'title': text, 'line': offset + index + n + 2, 'label': 'leading_title'} + break + records.append({'academic_kind': 'Thesis' if kind.endswith('_thesis') else 'Work', + 'academic_type': kind, 'year': year, 'title': chosen['title'] if chosen else None, + 'document_path': document['path'], 'heading': heading, + 'heading_line': offset + index + 1, + 'title_line': chosen['line'] if chosen else None, + 'year_basis': 'heading' if heading_years else 'frontmatter_category'}) + # Standalone root titles occur in profiles without an academic heading. + # Use an explicit type label, or one unambiguous latest thesis category. + if root_candidates: + latest = sorted((year, kind) for kind, years in cat_years.items() + if kind.endswith('_thesis') for year in years) + if latest: + year, kind = latest[-1] + candidates = [row for row in root_candidates + if (' dp' not in row['label'] and 'diplom' not in row['label'] or kind == 'diploma_thesis') + and (' bp' not in row['label'] and 'bakalar' not in row['label'] or kind == 'bachelor_thesis')] + if candidates: + existing = next((r for r in records if r['academic_type'] == kind and r['year'] == year), None) + chosen = candidates[0] + if existing and not existing['title']: + existing.update(title=chosen['title'], title_line=chosen['line']) + elif existing is None: + records.append({'academic_kind': 'Thesis', 'academic_type': kind, 'year': year, + 'title': chosen['title'], 'document_path': document['path'], + 'heading': None, 'heading_line': None, 'title_line': chosen['line'], + 'year_basis': 'frontmatter_category'}) + return records + + +def load_source_oracle(wiki_root: Path = DEFAULT_WIKI) -> dict: + documents = {} + corpus_hashes = {} + for file in sorted((wiki_root / 'pages').rglob('README.md')): + raw = file.read_text(encoding='utf-8'); path = file.relative_to(wiki_root).as_posix() + corpus_hashes[path] = hashlib.sha256(file.read_bytes()).hexdigest() + page = frontmatter.loads(raw); taxonomy = page.get('taxonomy') or {} + raw_lines = raw.splitlines(); body_offset = 0 + if raw_lines and raw_lines[0].strip() == '---': + body_offset = next((index + 1 for index in range(1, len(raw_lines)) if raw_lines[index].strip() == '---'), 0) + documents[path] = {'path': path, 'title': str(page.get('title') or '').strip(), + 'tags': values(taxonomy.get('tag')), 'categories': values(taxonomy.get('category')), + 'author': str(taxonomy.get('author') or page.get('author') or '').strip() or None, + 'body_lines': raw_lines[body_offset:], 'body_offset': body_offset, + 'sha256': corpus_hashes[path], 'source_url': source_url(path), + 'raw_text': raw} + people = {} + for path, document in documents.items(): + if profile_path(path) != path or not document['title']: + continue + family = [doc for child, doc in documents.items() if profile_path(child) == path] + start = re.search(r'(?:rok\s+)?zaciat\w*\s+studi\w*\s*:?\s*(20\d{2})', norm('\n'.join(document['body_lines']))) + if not start: + start = re.search(r'beginning of the study\s*(20\d{2})', norm('\n'.join(document['body_lines']))) + people[document['title']] = {'person': document['title'], 'profile': path, 'documents': [d['path'] for d in family], + 'tags': sorted({tag for d in family for tag in d['tags']}, key=norm), + 'categories': sorted({cat for d in family for cat in d['categories']}, key=norm), + 'start_year': int(start[1]) if start else int(path.split('/')[2]) if path.startswith('pages/students/') else None, + 'academics': extract_academics(document), + 'year_conflicts': [r for r in extract_academics(document) + if r['year_basis'] == 'heading' and any(category_type(cat)[0] == r['academic_type'] + and category_type(cat)[1] != r['year'] for cat in document['categories'])]} + canonical = json.dumps(corpus_hashes, sort_keys=True, separators=(',', ':')) + return {'wiki_root': str(wiki_root.resolve()), 'people': people, 'documents': documents, + 'source_corpus': {'sha256': hashlib.sha256(canonical.encode()).hexdigest(), + 'document_count': len(corpus_hashes), 'documents': corpus_hashes}} + + +def supporting_documents(oracle: dict, person: str, **constraints: Any) -> list[str]: + profile = oracle['people'].get(person) + if not profile: + return [] + result = [] + for path in profile['documents']: + doc = oracle['documents'][path] + if constraints.get('keyword') and norm(constraints['keyword']) not in {norm(tag) for tag in doc['tags']}: + continue + if constraints.get('category') and constraints['category'] not in doc['categories']: + continue + if constraints.get('document_author') and norm(doc['author']) != norm(constraints['document_author']): + continue + result.append(path) + return result diff --git a/tools/graphrag/graph_search.py b/tools/graphrag/graph_search.py index 923ee29..8d6f6c7 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)|ak\s+|uved\w*\s+|" + r"\s+(?: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, @@ -1177,6 +1177,109 @@ def entity_aliases( ) +def name_token_variants(token: str) -> set[str]: + """Conservative Slovak case endings; never accept arbitrary short prefixes.""" + variants = {token} + if len(token) < 3: + return variants + if token.endswith('ova'): + variants.update(token[:-1] + suffix for suffix in ('ej', 'u', 'ou')) + elif token.endswith('y'): + variants.update(token[:-1] + suffix for suffix in ('eho', 'emu', 'ym', 'ych')) + elif token.endswith('a'): + variants.update(token[:-1] + suffix for suffix in ('y', 'e', 'u', 'ou', 'ovi', 'om')) + elif token.endswith('o'): + variants.update(token[:-1] + suffix for suffix in ('a', 'ovi', 'om')) + else: + variants.update(token + suffix for suffix in ('a', 'ovi', 'om')) + return variants + + +def person_name_match(query: str, alias: str) -> tuple[float, tuple[int, int] | None]: + """Match the complete name in one contiguous window, preserving token order.""" + words, name = normalize_for_match(query).split(), normalize_for_match(alias).split() + if len(name) < 2: + return 0.0, None + best = (0.0, None) + for start in range(len(words) - len(name) + 1): + window = words[start:start + len(name)] + if window == name: + return 200.0 + len(name), (start, start + len(name)) + if all(observed in name_token_variants(canonical) for canonical, observed in zip(name, window)): + best = (180.0 + len(name), (start, start + len(name))) + return best + + +def requested_name_phrases(query: str) -> list[str]: + """Recognise explicitly requested names, including unknown lower-case names. + + This guard is separate from catalog resolution: an unresolved subject must + not turn the empty person filter into an unrestricted global listing. + """ + normalized = normalize_for_match(query.replace(',', ' separator ')) + candidates = [] + role = re.search( + r'\b(?:osob(?:a|y|u|e|ach|ami|am|ou)?|student(?:a|ovi|om|i|ov|ka|ky|ke|ku)?|kandidat(?:ov|i|a))\s+(.+)', + normalized, + ) + if role: + tail = re.split( + r'\s+(?:s(?:o)?\s+(?:nazv\w*|nazov\w*|rok\w*)|splna\w*|ma|maju|mal|mali|je|su|' + r'ktory\w*|ktora\w*|pri\s+ktorych|v\s+roku|uved\w*|prepojen\w*|spojen\w*|' + r'vyber|najdi|zisti|cez|pomenuj|uved\w*|vypis|ak)\b', role.group(1), maxsplit=1, + )[0] + candidates.extend(re.split(r'\s+(?:a|separator)\s+', tail)) + verb = re.search(r'\b(?:ma|mal|robil|riesil|venuje|venoval)\s+(.+)', normalized) + if verb: + candidates.append(re.split(r'\s+(?:v|s|so|a|ak|ktory\w*)\b', verb.group(1), maxsplit=1)[0]) + # Capitalised full names also cover genitive phrases such as 'práce X Y'. + upper = 'A-ZÁÄČĎÉÍĹĽŇÓÔŔŠŤÚÝŽ' + for match in re.finditer(rf'\b([{upper}][^\W\d_]*(?:\s+[{upper}][^\W\d_]*){{1,3}})\b', query): + words = match.group(1).split() + if all(not word.isupper() for word in words): + candidates.append(normalize_for_match(match.group(1))) + generic = {'ktore', 'ktori', 'ktora', 'ktory', 'vsetci', 'vsetky', 'vsetkych', 'maju', 'ma', + 'praca', 'prace', 'pracu', 'projekt', 'projekty', 'dokument', 'dokumenty', 'rok', 'roku', + 'klucove', 'klucovy', 'klucovym', 'tag', 'tagy', 'nazov', 'nazvy', 'temu', + 'kategoriu', 'kategorie', 'uvedenu', 'uvedeny', 'priradeny', 'priradene', + 'je', 'su', 'sa', 's', 'pri', 'pre', 'z', 'na', 'v', 'ake', 'aky', 'kto', 'kolko'} + return list(dict.fromkeys( + candidate.strip() for candidate in candidates + if 1 <= len(candidate.split()) <= 5 and candidate.split()[0] not in generic + )) + + +def named_author_phrases(query: str) -> list[str]: + normalized = normalize_for_match(query.replace(',', ' separator ')) + match = re.search(r'\bautor(?:a|om)?(?:\s+dokument(?:u|ov))?\s+(.+)', normalized) + if not match: + return [] + name = re.split(r'\s+(?:v|s|so|a|ak|ktory\w*|pri|spojen\w*)\b', match.group(1), maxsplit=1)[0] + return [name] if 2 <= len(name.split()) <= 4 and name.split()[0] not in { + 'dokumentu', 'dokumentov', 'je', 'sa', 'pri', 'osoby', 'osobe', 'osobu', 'osob', + 'ktory', 'ktora', 'ktoreho', 'studentov', 'studenta', + } else [] + + +def explicit_keyword_entities(phrase: str, catalog: list[dict[str, Any]]) -> list[dict[str, Any]]: + """Resolve a requested tag as a complete leading phrase, not unrelated words.""" + normalized = normalize_for_match(phrase) + matches = [] + for entity in catalog: + if entity.get('kind') != 'Keyword': + continue + aliases = entity_aliases(entity) + matching = [alias for alias in aliases if normalized == alias] + if matching: + best = max(matching, key=len) + matches.append({**entity, 'matched_alias': best, 'match_score': 200.0 + len(best)}) + if not matches: + return [] + # Prefer the longest full tag when one tag is a prefix of another. + longest = max(len(row['matched_alias']) for row in matches) + return [row for row in matches if len(row['matched_alias']) == longest] + + def tokens_match( left: str, right: str, @@ -1429,13 +1532,15 @@ def resolve_entities( for alias in entity_aliases( entity ): - score = ( - alias_match_score( + name_span = None + if entity.get("kind") in {"Person", "DocumentAuthor"}: + score, name_span = person_name_match(normalized_query, alias) + else: + score = alias_match_score( normalized_query, query_tokens, alias, ) - ) if ( score > 0 @@ -1449,6 +1554,7 @@ def resolve_entities( if score > best_score: best_score = score best_alias = alias + best_name_span = name_span if best_score <= 0.0: continue @@ -1460,6 +1566,8 @@ def resolve_entities( item[ "matched_alias" ] = best_alias + if entity.get("kind") in {"Person", "DocumentAuthor"}: + item["matched_name_span"] = best_name_span item[ "match_score" @@ -1472,6 +1580,17 @@ def resolve_entities( item ) + exact_name_spans = { + tuple(item["matched_name_span"]) + for item in matches + if item.get("matched_name_span") is not None and item["match_score"] >= 200 + } + matches = [item for item in matches if not ( + item.get("matched_name_span") is not None + and tuple(item["matched_name_span"]) in exact_name_spans + and item["match_score"] < 200 + )] + person_aliases = { str( item.get( @@ -2145,12 +2264,13 @@ WHERE person.graph_scope = $scope AND document.graph_scope = $scope AND author.graph_scope = $scope AND (size($person_ids) = 0 OR elementId(person) IN $person_ids) AND (size($author_ids) = 0 OR elementId(author) IN $author_ids) - AND (size($category_ids) = 0 OR EXISTS { - MATCH (document)-[:IN_CATEGORY]->(category:Category) - WHERE category.graph_scope = $scope AND elementId(category) IN $category_ids - }) +OPTIONAL MATCH (document)-[:IN_CATEGORY]->(category:Category) +WHERE category.graph_scope = $scope +WITH person, document, author, category +WHERE size($category_ids) = 0 OR elementId(category) IN $category_ids RETURN DISTINCT elementId(person) AS person_element_id, person.name AS person, elementId(author) AS document_author_element_id, author.name AS document_author, + elementId(category) AS category_element_id, category.name AS category, document.path AS document_path, document.source_url AS source_url ORDER BY person, document_author, document_path LIMIT $limit @@ -2189,14 +2309,64 @@ def search_graph_with_session( preferred_kinds=constraints["target_kinds"], ) if phrase: - keywords = resolve_entities( - phrase, [row for row in catalog if row.get("kind") == "Keyword"], - max_entities=max_entities, - ) + keywords = explicit_keyword_entities(phrase, catalog) entities = [row for row in entities if row.get("kind") != "Keyword"] + keywords constraints["unresolved_keyword"] = not bool(keywords) else: constraints["unresolved_keyword"] = False + if constraints["mentions_keyword"]: + entities = [row for row in entities if row.get("kind") != "Keyword"] + elif "zp wiki" in normalize_for_match(clean_query): + entities = [row for row in entities if not ( + row.get("kind") == "Keyword" and row.get("matched_alias") == "zp" + )] + + author_mentions = named_author_phrases(clean_query) if constraints["mentions_document_author"] else [] + requested_authors = [ + {**row, "matched_alias": normalize_for_match(row.get("name", "")), "match_score": score} + for row in catalog if row.get("kind") == "DocumentAuthor" + for requested in author_mentions + for score, _ in [person_name_match(requested, row.get("name", ""))] + if score > 0 + ] + if author_mentions: + author_names = {row["matched_alias"] for row in requested_authors} + entities = [row for row in entities if row.get("kind") != "DocumentAuthor" and not ( + row.get("kind") == "Person" and row.get("matched_alias") in author_names + )] + requested_authors + + requested_names = requested_name_phrases(clean_query) + unknown_names = [] + for requested in requested_names: + if phrase and normalize_for_match(requested) in normalize_for_match(phrase): + continue + personal = [row for row in catalog if row.get("kind") in {"Person", "DocumentAuthor"}] + known_person = any(person_name_match(requested, row.get("name", ""))[0] > 0 for row in personal) + known_title = any( + normalize_for_match(requested) in alias + for row in catalog if row.get("kind") not in {"Person", "DocumentAuthor"} + for alias in entity_aliases(row) + ) + if len(requested.split()) == 1: + # A verb can precede the first inflected word of a fully resolved + # thesis title. That is a title anchor, not an unknown person. + known_title = known_title or any( + tokens_match(normalize_for_match(requested), word) + for row in entities if row.get('kind') in {'Thesis', 'Work'} + for alias in entity_aliases(row) for word in alias.split() + ) + if not known_person and not known_title: + unknown_names.append(requested) + constraints["requested_person_names"] = requested_names + constraints["unresolved_person_names"] = unknown_names + constraints["unresolved_document_author"] = bool(author_mentions and not requested_authors) + aliases_to_ids: dict[tuple[str, str], set[str]] = {} + for row in entities: + if row.get("kind") in {"Person", "DocumentAuthor"}: + key = (row["kind"], row["matched_alias"]) + aliases_to_ids.setdefault(key, set()).add(str(row["element_id"])) + ambiguous_names = [name for (_, name), matches in aliases_to_ids.items() if len(matches) > 1] + constraints["ambiguous_person_names"] = sorted(set(ambiguous_names)) # Preserve explicitly mentioned people when a longer topic/title also matches. entities.sort(key=lambda row: (row.get("kind") != "Person", -row["match_score"])) @@ -2253,12 +2423,23 @@ def search_graph_with_session( # relational lookups use a conservative bound covering the managed graph. fetch_limit = max(limit, len(catalog) ** 2) common = {"scope": GRAPH_SCOPE, "person_ids": person_ids, "limit": fetch_limit} - blocked = constraints["unresolved_keyword"] + blocked_reasons = [] + if constraints["unresolved_keyword"]: + blocked_reasons.append("unknown_keyword") + if unknown_names: + blocked_reasons.append("unknown_person") + if constraints["unresolved_document_author"]: + blocked_reasons.append("unknown_document_author") + if ambiguous_names: + blocked_reasons.append("ambiguous_person") + if constraints["mentions_count"] and not (thesis_specific or work_specific): + blocked_reasons.append("unsupported_count_domain") # A quoted unknown work title is a failed exact lookup, not a global listing. quoted_titles = re.findall(r'[„“"«]([^„“”"»]+)[“”"»]', clean_query) if quoted_titles and (thesis_specific or work_specific) and not thesis_ids and not work_ids: - blocked = True + blocked_reasons.append("unknown_title") constraints["unresolved_title"] = True + blocked = bool(blocked_reasons) def fetch(enabled: bool, cypher: str, **params: Any) -> list[dict[str, Any]]: return run_rows(session, cypher, **common, **params) if enabled and not blocked else [] @@ -2294,7 +2475,7 @@ def search_graph_with_session( keyword_rows = [row for row in keyword_rows if row.get("person_element_id") in academic_people] shared_years: list[int] | None = None - if (constraints["mentions_academic_year"] and constraints["mentions_shared"] + if (not blocked and constraints["mentions_academic_year"] and constraints["mentions_shared"] and len(person_ids) >= 2 and not (shared_keyword or shared_category or shared_author)): years_by_person = { person: {row["year"] for row in thesis_rows + work_rows @@ -2334,13 +2515,21 @@ def search_graph_with_session( ) for row in author_rows: facts.append({**row, "fact_type": "person_document_author"}) + if row.get("category") and not any( + fact.get("fact_type") == "person_category" + and fact.get("person_element_id") == row.get("person_element_id") + and fact.get("document_path") == row.get("document_path") + and fact.get("category") == row.get("category") + for fact in facts + ): + facts.append({**row, "fact_type": "person_category"}) if shared_years is not None: facts.append({"fact_type": "academic_year_comparison", "shared_years": shared_years, "same_academic_year": bool(shared_years), "people": [row["name"] for row in resolved_entities if row.get("kind") == "Person"]}) aggregation = None - if constraints["mentions_count"]: + if constraints["mentions_count"] and not blocked: matching = sorted({str(row["person"]) for row in thesis_rows + work_rows}) aggregation = {"count": len(matching), "people": matching, "candidate_count": len(person_ids), "complete": not entity_limit_reached} @@ -2366,10 +2555,24 @@ def search_graph_with_session( ): if active: strategies.append(name) + positive_facts = [row for row in facts if row.get("fact_type") not in { + "academic_year_comparison", "start_year_comparison" + }] + status = "ambiguous" if ambiguous_names else ( + "no_answer" if blocked or not (positive_facts or paths or aggregation is not None) else "ok" + ) + reason = blocked_reasons[0] if blocked_reasons else ( + "no_matching_facts" if status == "no_answer" else None + ) return { + "status": status, "reason": reason, "reasons": blocked_reasons, "query": clean_query, "strategies": strategies, "constraints": constraints, "resolved_entities": resolved_entities, "paths": paths[:limit], "facts": facts[:limit], "documents": documents, "aggregation": aggregation, + "checked_entities": resolved_entities, + "rejection_evidence": [row for row in facts if row.get("fact_type") in { + "academic_year_comparison", "start_year_comparison" + } and not positive_facts], "truncated": entity_limit_reached or len(facts) > limit or len(paths) > limit, } diff --git a/tools/graphrag/graphrag.py b/tools/graphrag/graphrag.py index 721fc77..7fe9f57 100644 --- a/tools/graphrag/graphrag.py +++ b/tools/graphrag/graphrag.py @@ -30,6 +30,7 @@ WORK_HEADING_PATTERNS = ( ("diploma_project", "diplomovy projekt", None), ("team_project", "timovy projekt", "tp"), ("research_project", "vyskumny projekt", "vp"), + ("research_project", "vedecky projekt", "vp"), ("doctoral_thesis", "dizertacna praca", "phd"), ) diff --git a/tools/graphrag/tests/test_evaluation_pipeline_v2.py b/tools/graphrag/tests/test_evaluation_pipeline_v2.py new file mode 100644 index 0000000..477d45e --- /dev/null +++ b/tools/graphrag/tests/test_evaluation_pipeline_v2.py @@ -0,0 +1,98 @@ +from __future__ import annotations + +import copy +from pathlib import Path + +import pytest + +from tools.graphrag.evaluation.freeze_graphrag import make_freeze +from tools.graphrag.evaluation.reproducibility import source_corpus_fingerprint + + +def freeze_inputs(): + questions = [ + {'id': 'dev-a', 'split': 'dev', 'graph': {'schema_version': 3, 'source_profiles': ['pages/students/a/README.md']}}, + {'id': 'test-b', 'split': 'test', 'graph': {'schema_version': 3, 'source_profiles': ['pages/students/b/README.md']}}, + ] + fingerprints = {'implementation': {}, 'dataset_sha256': 'dataset', 'inputs': {}, + 'source_corpus': {'sha256': 'raw-corpus'}} + audit = {'dataset_sha256': 'dataset', 'inputs': {}, 'source_corpus': {'sha256': 'raw-corpus'}, + 'questions': [{'id': q['id'], 'source_consistent': True} for q in questions], 'by_split': {}} + dev = {'configuration': {'split': 'dev', 'limit': 40, 'max_entities': 8}, + 'questions': [{'id': 'dev-a', 'error': None}], 'summary': {'error_count': 0}, + 'run_metadata': {'fingerprints': fingerprints, 'graph': {'sha256': 'graph'}}} + return dev, questions, fingerprints, audit + + +def test_primary_freeze_verifies_disjoint_profiles(): + args = freeze_inputs() + manifest = make_freeze(*args) + assert manifest['partition']['overlap'] == 0 + assert manifest['partition']['test_profile_count'] == 1 + + +def test_primary_freeze_rejects_same_profile_across_splits(): + dev, questions, fingerprints, audit = freeze_inputs() + questions[1]['graph']['source_profiles'] = questions[0]['graph']['source_profiles'] + with pytest.raises(RuntimeError, match='profiles overlap'): + make_freeze(dev, questions, fingerprints, audit) + + +def test_primary_freeze_rejects_unvalidated_source_expectation(): + dev, questions, fingerprints, audit = freeze_inputs() + audit['questions'][1]['source_consistent'] = False + with pytest.raises(RuntimeError, match='source-inconsistent'): + make_freeze(dev, questions, fingerprints, audit) + + +def test_primary_freeze_rejects_stale_raw_markdown_audit(): + dev, questions, fingerprints, audit = freeze_inputs() + audit['source_corpus'] = {'sha256': 'stale'} + with pytest.raises(RuntimeError, match='original Markdown'): + make_freeze(dev, questions, fingerprints, audit) + + +def test_raw_source_fingerprint_detects_unindexed_change(tmp_path: Path, monkeypatch): + wiki = tmp_path / 'wiki' + doc = wiki / 'pages/students/example/README.md' + doc.parent.mkdir(parents=True) + doc.write_text('---\ntitle: Example\n---\nOriginal source\n') + monkeypatch.setenv('ZPWIKI_ROOT', str(wiki)) + original = source_corpus_fingerprint() + doc.write_text('---\ntitle: Example\n---\nChanged source\n') + assert original['sha256'] != source_corpus_fingerprint()['sha256'] + + +def test_freeze_cli_does_not_overwrite_previous_manifest(tmp_path, monkeypatch): + from tools.graphrag.evaluation.freeze_graphrag import main + previous = tmp_path / 'frozen_v1.json' + previous.write_text('historical manifest') + monkeypatch.setattr('sys.argv', ['freeze', '--dev-results', 'unused', '--audit', 'unused', + '--output', str(previous)]) + with pytest.raises(SystemExit): + main() + assert previous.read_text() == 'historical manifest' + + +def test_dev_overwrite_cannot_replace_archived_results(tmp_path): + from argparse import Namespace + from tools.graphrag.evaluation.evaluate_graphrag import validate_output_destination + directory = tmp_path / 'final_v1' + directory.mkdir() + previous = directory / 'graphrag_dev.json' + previous.write_text('archived DEV') + args = Namespace(split='dev', ids='', max_questions=None, overwrite=True, output_dir=directory) + with pytest.raises(RuntimeError, match='immutable'): + validate_output_destination(args) + assert previous.read_text() == 'archived DEV' + + +def test_reproduction_requires_fresh_results_directory(tmp_path): + from argparse import Namespace + from tools.graphrag.evaluation.evaluate_graphrag import validate_output_destination + previous = tmp_path / 'graphrag_test.json' + previous.write_text('archived TEST') + args = Namespace(split='test', ids='', max_questions=None, overwrite=False, output_dir=tmp_path) + with pytest.raises(RuntimeError, match='already exist'): + validate_output_destination(args) + assert previous.read_text() == 'archived TEST' diff --git a/tools/graphrag/tests/test_evaluator_connected_v2.py b/tools/graphrag/tests/test_evaluator_connected_v2.py new file mode 100644 index 0000000..5e0d911 --- /dev/null +++ b/tools/graphrag/tests/test_evaluator_connected_v2.py @@ -0,0 +1,226 @@ +from __future__ import annotations + +import json + +import pytest + +from tools.graphrag.evaluation.graphrag_evaluator import evaluate_result, load_questions + + +def academic(person='Alena Nová', year=2024, title='Práca A', identifier='thesis-a', document='a.md', **extra): + return {'fact_type': 'person_thesis', 'person': person, + 'thesis_id': identifier, 'thesis_type': 'bachelor_thesis', + 'title': title, 'year': year, 'document_path': document, + 'source_url': 'https://example.test/' + document, **extra} + + +def keyword(person='Alena Nová', value='RAG', document='a.md'): + return {'fact_type': 'person_keyword', 'person': person, 'keyword': value, + 'document_path': document, 'source_url': 'https://example.test/' + document} + + +def question(bindings, **graph): + return {'id': 'synthetic-connected', 'split': 'dev', 'question': 'Overenie dôkazu.', + 'graph': {'schema_version': 3, 'expected_bindings': bindings, **graph}} + + +def score(q, facts=(), **result): + result.setdefault('status', 'ok') + return evaluate_result(q, {'facts': list(facts), **result}, latency_seconds=0) + + +def test_same_person_keyword_and_academic_year_have_connected_proofs(): + q = question([{'person': 'Alena Nová', 'academic_kind': 'Thesis', 'year': 2024, 'keyword': 'RAG'}]) + row = score(q, [academic(), keyword()], status='ok') + assert row['strict'] and row['bindings_ok'] and row['paths_ok'] + assert len(row['path_results']) == 2 + assert all(path['witness'] for path in row['path_results']) + + +def test_disconnected_persons_cannot_satisfy_conjunction(): + q = question([{'person': 'Alena Nová', 'year': 2024, 'keyword': 'RAG'}]) + row = score(q, [academic(), keyword(person='Boris Iný')]) + assert not row['strict'] and not row['bindings_ok'] + + +def test_legacy_annotations_also_reject_disconnected_persons(): + q = {'graph': {'schema_version': 2, 'expected_entities': [ + {'type': 'person', 'value': 'Alena Nová'}, {'type': 'keyword', 'value': 'RAG'}, + {'type': 'year', 'value': 2024}], 'expected_properties': ['Thesis.year'], + 'expected_relations': ['AUTHORED', 'HAS_DOCUMENT', 'HAS_KEYWORD']}} + assert not score(q, [academic(), keyword(person='Boris Iný')])['strict'] + + +def test_start_year_does_not_satisfy_academic_year(): + q = question([{'person': 'Alena Nová', 'year': 2024}]) + row = score(q, [academic(year=2025, start_year=2024)]) + assert not row['strict'] + + +def test_legacy_academic_year_entity_is_not_start_year(): + q = {'expected_answer_contains': ['2024'], 'graph': {'expected_entities': [ + {'type': 'year', 'value': '2024'}], 'expected_properties': ['Thesis.year']}} + row = score(q, [academic(year=2025, start_year=2024)]) + assert not row['strict'] and row['entity_score'] == 0 + + +def test_title_and_year_must_belong_to_the_same_work(): + q = question([{'person': 'Alena Nová', 'title': 'Práca A', 'year': 2025}]) + assert not score(q, [academic(), academic(year=2025, title='Práca B', identifier='thesis-b')])['strict'] + + +def test_conflicting_same_node_properties_do_not_create_synthetic_work(): + q = question([{'person': 'Alena Nová', 'title': 'Práca A', 'year': 2025}]) + conflicting = academic(year=2025) + conflicting.pop('title') + assert not score(q, [academic(), conflicting])['strict'] + + +def test_thesis_and_project_types_are_not_interchangeable(): + q = question([{'person': 'Alena Nová', 'academic_kind': 'Work', 'year': 2024}]) + assert not score(q, [academic()])['strict'] + + +def test_project_proof_uses_has_work_not_authored(): + q = question([{'person': 'Alena Nová', 'academic_kind': 'Work', 'academic_type': 'diploma_project', 'year': 2024}]) + fact = academic() + fact.update(fact_type='person_work', work_id='project-a', work_type='diploma_project') + fact.pop('thesis_id'); fact.pop('thesis_type') + assert score(q, [fact])['strict'] + + +def test_implicit_academic_proof_accepts_either_real_kind(): + assert score(question([{'person': 'Alena Nová', 'year': 2024}]), [academic()])['strict'] + + +def test_metadata_can_come_from_same_person_family_when_not_same_document_required(): + q = question([{'person': 'Alena Nová', 'year': 2024, 'keyword': 'RAG'}]) + assert score(q, [academic(), keyword(document='child.md')])['strict'] + + +def test_same_document_constraint_rejects_family_only_join(): + q = question([{'person': 'Alena Nová', 'year': 2024, 'keyword': 'RAG', 'same_document': True}]) + assert not score(q, [academic(), keyword(document='child.md')])['strict'] + + +def test_author_and_category_must_share_actual_document(): + q = question([{'person': 'Alena Nová', 'category': 'bp2024', 'document_author': 'Autor Správny'}]) + category = {'fact_type': 'person_category', 'person': 'Alena Nová', 'category': 'bp2024', 'document_path': 'a.md'} + author = {'fact_type': 'person_document_author', 'person': 'Alena Nová', + 'document_author': 'Autor Správny', 'document_path': 'other.md'} + assert not score(q, [category, author])['strict'] + author['document_path'] = 'a.md' + assert score(q, [category, author])['strict'] + + +def test_author_category_query_fact_can_carry_same_document_category_proof(): + q = question([{'person': 'Alena Nová', 'category': 'bp2024', 'document_author': 'Autor Správny'}]) + author = {'fact_type': 'person_document_author', 'person': 'Alena Nová', 'category': 'bp2024', + 'document_author': 'Autor Správny', 'document_path': 'a.md'} + assert score(q, [author])['strict'] + + +def test_start_year_needs_direct_person_source_proof(): + q = question([{'person': 'Alena Nová', 'start_year': 2020}]) + assert not score(q, [academic(start_year=2020)])['strict'] + direct = {'fact_type': 'person_start_year', 'person': 'Alena Nová', 'start_year': 2020, 'document_path': 'a.md'} + assert score(q, [direct])['strict'] + direct.pop('document_path') + assert not score(q, [direct])['strict'] + + +def test_conflicting_person_start_year_fails_closed(): + q = question([{'person': 'Alena Nová', 'start_year': 2020}]) + first = {'fact_type': 'person_start_year', 'person': 'Alena Nová', 'start_year': 2020, 'document_path': 'a.md'} + assert not score(q, [first, {**first, 'start_year': 2021}])['strict'] + + +def test_explicit_path_pattern_is_bound_to_expected_subject(): + q = question([{'person': 'Alena Nová', 'keyword': 'RAG'}], expected_path_patterns=[{ + 'binding_index': 0, 'node_kinds': ['Person', 'Document', 'Keyword'], + 'relationships': ['HAS_DOCUMENT', 'HAS_KEYWORD']}]) + assert not score(q, [keyword(person='Boris Iný')])['strict'] + assert score(q, [keyword()])['strict'] + + +def test_incompatible_ordered_path_does_not_forge_relationship(): + q = question([{'person': 'Alena Nová', 'academic_kind': 'Work', 'year': 2024}]) + path = {'nodes': [{'kind': 'Person', 'name': 'Alena Nová'}, + {'kind': 'Work', 'id': 'work', 'year': 2024}, + {'kind': 'Document', 'path': 'a.md'}], + 'relationships': ['AUTHORED', 'EVIDENCED_BY']} + assert not score(q, paths=[path])['strict'] + path['relationships'][0] = 'HAS_WORK' + assert score(q, paths=[path])['strict'] + + +def test_unrecognized_query_entities_are_never_proof(): + q = question([{'person': 'Alena Nová', 'year': 2024}]) + assert not score(q, resolved_entities=[{'kind': 'Person', 'name': 'Alena Nová', 'year': 2024}])['strict'] + + +def test_no_answer_is_a_success_only_when_no_positive_evidence_returned(): + q = question([], expected_no_answer=True) + q['should_answer'] = False + assert score(q, status='no_answer', reason='unknown_person')['strict'] + assert not score(q, [academic()], status='no_answer', reason='unknown_person')['strict'] + assert not score(q, status='no_answer')['strict'] + assert not score(q, status='ok', reason='unknown_person')['strict'] + + +def test_no_answer_requires_expected_ambiguity_when_specified(): + q = question([], expected_no_answer=True, expected_status='ambiguous') + assert score(q, status='ambiguous', reason='multiple_people')['strict'] + assert not score(q, status='no_answer', reason='unknown_person')['strict'] + + +def test_false_comparison_can_be_no_answer_evidence_without_positive_claim(): + q = question([], expected_no_answer=True) + fact = {'fact_type': 'academic_year_comparison', 'shared_years': [], 'same_academic_year': False} + assert score(q, [fact], status='no_answer', reason='no_shared_year')['strict'] + + +def test_empty_positive_contract_does_not_pass_vacuously(): + assert not score(question([]), status='ok')['strict'] + assert not score(question([{}]), status='ok')['strict'] + + +def test_zero_count_is_a_grounded_answer_not_a_no_answer(): + q = question([], expected_count=0, expected_entity_set=[], entity_set_mode='exact', entity_set_field='person') + result = {'aggregation': {'count': 0, 'people': [], 'complete': True}} + assert score(q, status='ok', **result)['strict'] + assert not score(q, status='no_answer', reason='no_rows', **result)['strict'] + + +def test_schema3_loader_rejects_unbound_path_pattern(tmp_path): + q = question([{'person': 'Alena Nová', 'keyword': 'RAG'}], expected_path_patterns=[{ + 'binding_index': 2, 'node_kinds': ['Person', 'Document'], 'relationships': ['HAS_DOCUMENT']}]) + path = tmp_path / 'questions.json'; path.write_text(json.dumps([q])) + with pytest.raises(ValueError, match='invalid connected path pattern'): + load_questions(path) + + +def test_declared_count_and_people_must_match_actual_answer_evidence(): + q = question([{'person': 'Alena Nová', 'year': 2024}], expected_count=1, + expected_entity_set=['Alena Nová'], entity_set_mode='exact', entity_set_field='person') + assert score(q, [academic()], aggregation={'count': 1, 'people': ['Alena Nová'], 'complete': True})['strict'] + assert not score(q, [academic()], aggregation={'count': 1, 'people': ['Boris Iný'], 'complete': True})['strict'] + assert not score(q, [academic()], aggregation={'count': True, 'people': ['Alena Nová'], 'complete': True})['strict'] + + +def test_no_answer_cannot_hide_a_positive_comparison_claim(): + q = question([], expected_no_answer=True) + fact = {'fact_type': 'academic_year_comparison', 'shared_years': [], 'same_academic_year': True} + assert not score(q, [fact], status='no_answer', reason='no_shared_year')['strict'] + + +def test_evidence_accepts_one_of_valid_source_alternatives_not_every_duplicate(): + q = question([{'person': 'Alena Nová', 'keyword': 'RAG'}], expected_evidence_documents=[{ + 'binding_index': 0, 'role': 'keyword_document', 'any_of': [ + {'document_path': 'a.md', 'source_url': 'https://example.test/a.md'}, + {'document_path': 'child.md', 'source_url': 'https://example.test/child.md'}]}]) + assert score(q, [keyword(document='a.md')])['strict'] + assert score(q, [keyword(document='child.md')])['strict'] + assert not score(q, [keyword(document='unrelated.md')])['strict'] + fact = keyword(document='a.md'); fact['source_url'] = 'https://wrong.test/' + assert not score(q, [fact])['strict'] diff --git a/tools/graphrag/tests/test_graph_search_entity_v2.py b/tools/graphrag/tests/test_graph_search_entity_v2.py new file mode 100644 index 0000000..680a73a --- /dev/null +++ b/tools/graphrag/tests/test_graph_search_entity_v2.py @@ -0,0 +1,159 @@ +from __future__ import annotations + +import pytest + +from tools.graphrag import graph_search as gs +from .test_graph_search import FakeSession + + +def catalog(): + return [ + {'kind': 'Person', 'element_id': 'alice', 'id': 'person:alice', 'name': 'Alena Nová', + 'source_document': 'alice.md'}, + {'kind': 'Person', 'element_id': 'boris', 'id': 'person:boris', 'name': 'Boris Malý', + 'source_document': 'boris.md'}, + {'kind': 'Person', 'element_id': 'cross', 'id': 'person:cross', 'name': 'Boris Novák', + 'source_document': 'cross.md'}, + {'kind': 'Keyword', 'element_id': 'rag', 'id': 'rag', 'name': 'RAG'}, + {'kind': 'Keyword', 'element_id': 'zp', 'id': 'zp', 'name': 'zp'}, + ] + + +def thesis(): + return {'person_element_id': 'alice', 'person': 'Alena Nová', 'thesis_element_id': 'thesis-a', + 'thesis_type': 'bachelor_thesis', 'year': 2024, 'title': 'Ukážkový výskum', + 'document_path': 'alice.md', 'source_url': 'https://example.test/alice'} + + +def test_complete_names_cannot_be_assembled_from_different_people(): + data = catalog() + [{'kind': 'Person', 'element_id': 'mixed', 'id': 'person:mixed', 'name': 'Boris Nová'}] + result = gs.resolve_entities('Porovnaj osoby Alena Nová a Boris Malý.', data) + assert {row['element_id'] for row in result if row['kind'] == 'Person'} == {'alice', 'boris'} + + +@pytest.mark.parametrize('query', [ + 'Akú prácu robila Alena Nová?', + 'Aký je názov práce Aleny Novej?', + 'Vyhľadaj prácu Borisa Malého.', +]) +def test_controlled_name_inflections_still_resolve(query): + resolved = gs.resolve_entities(query, catalog()) + assert any(row['kind'] == 'Person' for row in resolved) + + +def test_exact_full_name_wins_over_inflection_of_another_name(): + data = [{'kind': 'Person', 'element_id': 'jan', 'id': 'jan', 'name': 'Ján Novák'}, + {'kind': 'Person', 'element_id': 'jana', 'id': 'jana', 'name': 'Jana Novák'}] + assert [row['element_id'] for row in gs.resolve_entities('Čomu sa venuje Jana Novák?', data)] == ['jana'] + + +@pytest.mark.parametrize('query', [ + 'Aký názov diplomovej práce má Zuzana Neexistujúca?', + 'Aký názov diplomovej práce má zuzana neexistujuca?', + 'Akú prácu robil Neznámy Študent?', + 'Čomu sa venuje neznama osoba?', + 'Aký je názov práce osoby neznama osoba?', + 'Z kandidátov Alena Nová, neznama osoba, Boris Malý vyber osoby s prácou v roku 2024. Koľko ich je?', +]) +def test_explicit_unknown_person_never_becomes_global_search(query): + session = FakeSession({gs.CATALOG_QUERY: catalog(), gs.THESIS_FACTS_QUERY: [thesis()]}) + result = gs.search_graph_with_session(session, query) + assert result['status'] == 'no_answer' + assert result['reason'] == 'unknown_person' + assert result['facts'] == [] and result['paths'] == [] + assert result['aggregation'] is None + assert gs.THESIS_FACTS_QUERY not in {statement for statement, _ in session.calls} + + +def test_legitimate_global_listing_keeps_unrestricted_query(): + session = FakeSession({gs.CATALOG_QUERY: catalog(), gs.THESIS_FACTS_QUERY: [thesis()]}) + result = gs.search_graph_with_session(session, 'Aké bakalárske práce sú uvedené v roku 2024?') + assert result['status'] == 'ok' + assert result['facts'][0]['title'] == 'Ukážkový výskum' + assert next(params for statement, params in session.calls if statement == gs.THESIS_FACTS_QUERY)['person_ids'] == [] + + +def test_duplicate_full_name_is_explicitly_ambiguous(): + data = catalog() + [{'kind': 'Person', 'element_id': 'duplicate', 'id': 'person:duplicate', + 'name': 'Alena Nová', 'source_document': 'duplicate.md'}] + session = FakeSession({gs.CATALOG_QUERY: data, gs.THESIS_FACTS_QUERY: [thesis()]}) + result = gs.search_graph_with_session(session, 'Aký názov práce má Alena Nová?') + assert result['status'] == 'ambiguous' + assert result['reason'] == 'ambiguous_person' + assert result['facts'] == [] + + +def test_explicit_document_author_role_is_not_replaced_by_same_named_student(): + data = catalog() + [{'kind': 'DocumentAuthor', 'element_id': 'author', 'id': 'author:alice', 'name': 'Alena Nová'}] + session = FakeSession({gs.CATALOG_QUERY: data}) + result = gs.search_graph_with_session(session, 'Ktoré dokumenty napísal autor Alena Nová?') + params = next(params for statement, params in session.calls if statement == gs.PERSON_DOCUMENT_AUTHOR_FACTS_QUERY) + assert params['person_ids'] == [] + assert params['author_ids'] == ['author'] + assert not any(row['kind'] == 'Person' for row in result['resolved_entities']) + + +def test_unknown_document_author_does_not_list_every_document(): + session = FakeSession({gs.CATALOG_QUERY: catalog()}) + result = gs.search_graph_with_session(session, 'Ktoré dokumenty napísal autor Neznámy Autor?') + assert result['status'] == 'no_answer' + assert gs.PERSON_DOCUMENT_AUTHOR_FACTS_QUERY not in {statement for statement, _ in session.calls} + + +def test_unknown_multiword_tag_is_not_truncated_to_known_prefix(): + session = FakeSession({gs.CATALOG_QUERY: catalog(), gs.THESIS_FACTS_QUERY: [thesis()]}) + result = gs.search_graph_with_session(session, + 'Aký názov práce má Alena Nová, ak má kľúčové slovo RAG neexistujuci?') + assert result['status'] == 'no_answer' + assert result['reason'] == 'unknown_keyword' + assert result['facts'] == [] + + +def test_plural_tag_listing_does_not_filter_by_zp_from_zp_wiki(): + session = FakeSession({gs.CATALOG_QUERY: catalog()}) + gs.search_graph_with_session(session, 'Aké kľúčové slová má Alena Nová v ZP Wiki?') + params = next(params for statement, params in session.calls if statement == gs.PERSON_KEYWORD_FACTS_QUERY) + assert params['keyword_ids'] == [] + + +def test_unsupported_count_domain_does_not_claim_zero(): + session = FakeSession({gs.CATALOG_QUERY: catalog()}) + result = gs.search_graph_with_session(session, 'Koľko kategórií má Alena Nová?') + assert result['status'] == 'no_answer' + assert result['reason'] == 'unsupported_count_domain' + assert result['aggregation'] is None + + +def test_zero_matching_candidates_is_answerable_count_zero(): + session = FakeSession({gs.CATALOG_QUERY: catalog()}) + result = gs.search_graph_with_session(session, + 'Z kandidátov Alena Nová a Boris Malý vyber osoby s prácou v roku 2099. Koľko ich je?') + assert result['status'] == 'ok' + assert result['aggregation']['count'] == 0 + assert result['aggregation']['complete'] + + +@pytest.mark.parametrize('query', [ + 'Aký názov diplomovej práce má Zuzana?', + 'Aký názov práce má osoba Zuzana?', + 'Čomu sa venuje Zuzana?', +]) +def test_single_token_unknown_subject_never_becomes_global_lookup(query): + session = FakeSession({gs.CATALOG_QUERY: catalog(), gs.THESIS_FACTS_QUERY: [thesis()]}) + result = gs.search_graph_with_session(session, query) + assert result['status'] == 'no_answer' + assert 'unknown_person' in result['reason'] + assert result['facts'] == [] + assert all(cypher != gs.THESIS_FACTS_QUERY for cypher, _ in session.calls) + + +def test_trailing_instruction_is_not_an_unknown_candidate_name(): + query = 'Over prepojenie osôb Alena Nová a Boris Malý cez kľúčové slovo RAG a pomenuj spoločné kľúčové slovo.' + assert gs.requested_name_phrases(query) == ['alena nova', 'boris maly'] + + +def test_document_subject_is_not_misread_as_the_named_document_author(): + query = 'Kto je autor dokumentu osoby Alena Nová, ktorý patrí do kategórie bp2024?' + 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'] diff --git a/tools/graphrag/tests/test_graphrag_research_v2.py b/tools/graphrag/tests/test_graphrag_research_v2.py new file mode 100644 index 0000000..410a9a9 --- /dev/null +++ b/tools/graphrag/tests/test_graphrag_research_v2.py @@ -0,0 +1,11 @@ +from tools.graphrag.graphrag import extract_works +from .test_graphrag import make_document, make_chunk + + +def test_scientific_project_heading_has_research_project_semantics(): + works = extract_works(make_document(categories=['vp2024']), [make_chunk( + 0, ['Vedecký projekt 2024'], + 'Sekcia: Vedecký projekt 2024\nNázov: Overovanie jazykových modelov\n')]) + assert len(works) == 1 + assert works[0]['work_type'] == 'research_project' + assert works[0]['year'] == 2024 diff --git a/tools/graphrag/tests/test_source_oracle_v2.py b/tools/graphrag/tests/test_source_oracle_v2.py new file mode 100644 index 0000000..2c0ead8 --- /dev/null +++ b/tools/graphrag/tests/test_source_oracle_v2.py @@ -0,0 +1,95 @@ +from __future__ import annotations + +from pathlib import Path + +from tools.graphrag.evaluation.source_oracle import load_source_oracle, supporting_documents +from tools.graphrag.evaluation.benchmark_v2 import make_case, validate_case + + +def source_fixture(tmp_path: Path): + root = tmp_path / 'wiki' + profile = 'pages/students/2020/eva_nova/README.md' + path = root / profile + path.parent.mkdir(parents=True) + path.write_text('''--- +title: Eva Nová +taxonomy: + category: [bp2025] + tag: [rag] + author: Autor Správny +--- +Rok začiatku štúdia: 2020 +# Diplomový projekt 2024 +Téma: Výskum jazyka pomocou modelov +## Bakalárska práca 2025 +Názov: Overovanie jazykových modelov +''') + child = root / 'pages/students/2020/eva_nova/projekt/README.md' + child.parent.mkdir(parents=True) + child.write_text('''--- +title: Pomocný projekt +taxonomy: + category: [tp2023] + tag: [python] + author: Autor Iný +--- +Pomocný dokument projektu. +''') + return load_source_oracle(root), profile + + +def test_raw_oracle_distinguishes_year_roles_and_academic_types(tmp_path): + oracle, _ = source_fixture(tmp_path) + person = oracle['people']['Eva Nová'] + assert person['start_year'] == 2020 + assert {(row['academic_kind'], row['academic_type'], row['year']) for row in person['academics']} == { + ('Work', 'diploma_project', 2024), ('Thesis', 'bachelor_thesis', 2025)} + for row in person['academics']: + lines = oracle['documents'][row['document_path']]['raw_text'].splitlines() + assert row['title'] in lines[row['title_line'] - 1] + assert str(row['year']) in lines[row['heading_line'] - 1] + + +def test_categories_include_child_documents_without_becoming_work_keywords(tmp_path): + oracle, profile = source_fixture(tmp_path) + assert oracle['people']['Eva Nová']['categories'] == ['bp2025', 'tp2023'] + assert set(oracle['people']['Eva Nová']['tags']) == {'rag', 'python'} + assert not supporting_documents(oracle, 'Eva Nová', keyword='jazykové modely') + assert supporting_documents(oracle, 'Eva Nová', category='bp2025', document_author='Autor Správny') == [profile] + assert not supporting_documents(oracle, 'Eva Nová', category='bp2025', document_author='Autor Iný') + + +def test_source_audit_rejects_falsely_negative_existing_tag(tmp_path): + oracle, _ = source_fixture(tmp_path) + case = make_case('example', 'dev', 'negative_lookup', 'Má Eva Nová kľúčové slovo rag?', + ['Eva Nová'], oracle, [], no_answer=True, + negative_constraints={'keyword': 'rag'}) + assert 'negative_conjunction_actually_satisfied' in validate_case(case, oracle) + case['graph']['negative_constraints']['keyword'] = 'neexistujucitag' + assert validate_case(case, oracle) == [] + + +def test_source_audit_rejects_wrong_count(tmp_path): + oracle, _ = source_fixture(tmp_path) + case = make_case('count', 'dev', 'candidate_set_aggregation', + 'Z kandidátov Eva Nová vyber osoby s prácou v roku 2025. Koľko ich je?', + ['Eva Nová'], oracle, [], expected_set=[], set_field='person', count=0) + assert 'incorrect_candidate_set_or_count' in validate_case(case, oracle) + + +def test_source_audit_rejects_faked_partition_profiles(tmp_path): + oracle, _ = source_fixture(tmp_path) + case = make_case('example', 'dev', 'person_title_year', 'Aká práca?', ['Eva Nová'], oracle, + [{'person': 'Eva Nová', 'year': 2025}]) + case['graph']['source_profiles'] = ['pages/students/fake/README.md'] + assert 'incorrect_source_profile_partition' in validate_case(case, oracle) + + +def test_academic_range_uses_supported_category_end_year(tmp_path): + oracle, profile = source_fixture(tmp_path) + path = Path(oracle['wiki_root']) / profile + path.write_text(path.read_text().replace('bp2025', 'bp2026').replace( + 'Bakalárska práca 2025', 'Bakalárska práca 2025/26')) + 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