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dp-zp-agent/experiments/user_questions_v1/dev_results.jsonl

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{"event": "result", "id": "D01", "engine": "rag", "category": "audit_regression", "question": "Vysvetli mi jednoducho, na čom pracoval Ján Malinovský.", "elapsed_seconds": 16.92, "answer_seconds": 11.25, "answer": {"status": "ok", "reason": null, "answer": "**Ján Malinovský**\n\n- Diplomový projekt 2026; téma alebo názov: Grafové vyhľadávanie pre podporu vzdelávania\n\n- Diplomový projekt 2026; priebežný stav; záznam 2026-05-14: Extrahovaný text pomocou pypdf a docx. Sú tam aj excel tabuľky, ale tie nie sú extrahované.\n\n- Diplomový projekt 2026; zaznamenaný výsledok; záznam 2026-05-14: Vytvorený jednoduchý agent, ktorý vyhľadáva v znalostnom grafe a na základe týchto informácií generuje odpoveď.\n\nZobrazený je výber podkladov; otázku môžeš zúžiť na prácu, dátum alebo konkrétny výsledok.\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"], "claims": [], "evidence": [{"id": "dd6a4ba6b2027ce87028a2e90b504968", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "work", "line": 18, "end_line": 18, "annotation_status": "knowledge", "record_date": null, "record_date_label": null, "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": null, "date_label": null, "date_precision": "unknown", "text": "Grafové vyhľadávanie pre podporu vzdelávania", "phase": "unknown", "evidence_role": null}, {"id": "ac2ceba6966e57f64ddf566a543c0ade", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "meeting_note", "line": 40, "end_line": 40, "annotation_status": "knowledge", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "text": "- Extrahovaný text pomocou pypdf a docx. Sú tam aj excel tabuľky, ale tie nie sú extrahované.", "phase": "progress", "evidence_role": null}, {"id": "de61cfa582479ae12de37e3366591b2b", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "meeting_note", "line": 44, "end_line": 44, "annotation_status": "knowledge", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "text": "- Vytvorený jednoduchý agent, ktorý vyhľadáva v znalostnom grafe a na základe týchto informácií generuje odpoveď.", "phase": "result", "evidence_role": null}], "synthesis": {"status": "fallback", "reason": "unsupported_technical_identifier"}, "index_version": {"version": "904884c1a86a45f39bbeccaec0e5e823", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-08T20:49:39.997566+00:00", "source_sha256": "201798bf276106986e7ef01b4d6357960cb495d09c9855b7df922c1df4fb35a7", "documents_sha256": "8b7eea54f6233cdc9d16610296d32b9336ab0cbaa4b881872a088c05464960be", "chunks_sha256": "8357d1e0641206990d26827b94f37916661595261f368e30f828bccd03171c95", "embedding_model": "intfloat/multilingual-e5-small", "publication_policy": "explicit-false-hidden-v1", "embedding_fingerprint": "d066fb9a266a1a0c77c65da75dcf538cfab5c87d5c605ff26b1fd2da8a12aa92"}, "knowledge_version": "33c3062af9f1aee887e8950f3ec51b8f"}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 4, "critical_errors": [], "reasons": []}, "judge_failure": null, "retrieval": {"strategy": "content_checkpoint", "candidate_count": 41, "candidate_coverage": {"matched": 2, "total": 2, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": {"matched": 2, "total": 2, "recall": 1.0, "all_required": true, "missing": []}}}}
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{"event": "result", "id": "D02", "engine": "rag", "category": "audit_regression", "question": "Ako pokročil Ján Malinovský so svojou prácou?", "elapsed_seconds": 36.96, "answer_seconds": 31.15, "answer": {"status": "ok", "reason": null, "answer": "**Ján Malinovský**\n\n- Diplomový projekt 2026; zaznamenaný výsledok; záznam 2026-05-14: Vytvorený jednoduchý agent, ktorý vyhľadáva v znalostnom grafe a na základe týchto informácií generuje odpoveď.\n\n- Diplomový projekt 2026; téma alebo názov: Grafové vyhľadávanie pre podporu vzdelávania\n\n- Diplomový projekt 2026; zaznamenaný výsledok; záznam 2026-05-14: Získané dokumenty - osnovy pre pre základné školy: slovenčina, matematika, angličtina, informatika, fyzika, biológia, občianska náuka, telesná výchova, chémia pre všetky ročníky.\n\n- Diplomový projekt 2026; priebežný stav; záznam 2026-05-14: Extrahovaný text pomocou pypdf a docx. Sú tam aj excel tabuľky, ale tie nie sú extrahované.\n\n- Diplomový projekt 2026; priebežný stav; záznam 2026-05-14: Pomocou LM sa dokument transformtuje na JSON. Z dokumentu LLM extrahuje \"vzdelávacie koncepty\" a vzťahy medzi nimi. Vzťahy sú z určenej množiny typu \"implements\", \"depends on\", \"teaches\", \"requires\".\n\n- Diplomový projekt 2026; zadanie: Zostaviť malý znalostný graf z oblasti vzdelávania. Pri zostavení môžete využiť jazykový model. Môžete preložiť existujúci znalostný graf.\n\n- Diplomový projekt 2026; zadanie: Využiť znalostný graf pre zlepšenie práce alebo vysvetliteľnosti jazkového modelu\n\n- Diplomový projekt 2026; plán; záznam 2026-05-14: *dajte zdrojové kódy na GIT*.\n\nZobrazený je výber podkladov; otázku môžeš zúžiť na prácu, dátum alebo konkrétny výsledok.\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"], "claims": [], "evidence": [{"id": "de61cfa582479ae12de37e3366591b2b", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "meeting_note", "line": 44, "end_line": 44, "annotation_status": "knowledge", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "text": "- Vytvorený jednoduchý agent, ktorý vyhľadáva v znalostnom grafe a na základe týchto informácií generuje odpoveď.", "phase": "result", "evidence_role": null}, {"id": "dd6a4ba6b2027ce87028a2e90b504968", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "work", "line": 18, "end_line": 18, "annotation_status": "knowledge", "record_date": null, "record_date_label": null, "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": null, "date_label": null, "date_precision": "unknown", "text": "Grafové vyhľadávanie pre podporu vzdelávania", "phase": "unknown", "evidence_role": null}, {"id": "fd05422ab2cbc7fd550b2762ae818b99", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "meeting_note", "line": 39, "end_line": 39, "annotation_status": "knowledge", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "text": "- Získané dokumenty - osnovy pre pre základné školy: slovenčina, matematika, angličtina, informatika, fyzika, biológia, občianska náuka, telesná výchova, chémia pre všetky ročníky.", "phase": "result", "evidence_role": null}, {"id": "ac2ceba6966e57f64ddf566a543c0ade", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "meeting_note", "line": 40, "end_line": 40, "annotation_status": "knowledge", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "text": "- Extrahovaný text pomocou pypdf a docx. Sú tam aj excel tabuľky, ale tie nie sú extrahované.", "phase": "progress", "evidence_role": null}, {"id": "cd37abeb8da8be92938321d50ed1a7e1", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "meeting_note", "line": 42, "end_line": 42, "annotation_status": "knowledge", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "text": "- Pomocou LM sa dokument transformtuje na JSON. Z dokumentu LLM extrahuje \"vzdelávacie koncepty\" a vzťahy medzi nimi. Vzťahy sú z určenej množiny typu \"implements\", \"depends on\", \"teaches\", \"requires\".", "phase": "progress", "evidence_role": null}, {"id": "7ed3d5a18c7df039c8bdc7815be41d16", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "work", "line": 25, "end_line": 25, "annotation_status": "knowledge", "record_date": null, "record_date_label": null, "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": null, "date_label": null, "date_precision": "unknown", "text": "- Zostavte malý znalostný graf z oblasti vzdelávania. Pri zostavení môžete využiť jazykový model. 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[1]\n- Dokument transformovaný na JSON pomocou jazykového modelu, ktorý extrahuje vzdelávacie koncepty a vzťahy medzi nimi z množiny typov implements, depends on, teaches a requires. [1]\n\nZadanie a ciele:\n- Zadaný úkol zostaviť malý znalostný graf z oblasti vzdelávania s možnosťou využitia jazykového modelu alebo preloženia existujúceho grafu. [1]\n- Zadaný úkol využiť znalostný graf pre zlepšenie práce alebo vysvetliteľnosti jazykového modelu. [1]\n\nPlánované úlohy (dátum záznamu: 2026-05-14):\n- Plánované umiestnenie zdrojových kódov na platformu GIT. [1]\n\nZobrazený je výber podkladov; otázku môžeš zúžiť na prácu, dátum alebo konkrétny výsledok.\n\nZdroje: [1](https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky)\n\n[1]: https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"], "claims": [], "evidence": [{"id": "de61cfa582479ae12de37e3366591b2b", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "meeting_note", "line": 44, "end_line": 44, "annotation_status": "knowledge", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "text": "- Vytvorený jednoduchý agent, ktorý vyhľadáva v znalostnom grafe a na základe týchto informácií generuje odpoveď.", "phase": "result", "evidence_role": null}, {"id": "dd6a4ba6b2027ce87028a2e90b504968", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "work", "line": 18, "end_line": 18, "annotation_status": "knowledge", "record_date": null, "record_date_label": null, "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": null, "date_label": null, "date_precision": "unknown", "text": "Grafové vyhľadávanie pre podporu vzdelávania", "phase": "unknown", "evidence_role": null}, {"id": "fd05422ab2cbc7fd550b2762ae818b99", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "meeting_note", "line": 39, "end_line": 39, "annotation_status": "knowledge", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "text": "- Získané dokumenty - osnovy pre pre základné školy: slovenčina, matematika, angličtina, informatika, fyzika, biológia, občianska náuka, telesná výchova, chémia pre všetky ročníky.", "phase": "result", "evidence_role": null}, {"id": "ac2ceba6966e57f64ddf566a543c0ade", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "meeting_note", "line": 40, "end_line": 40, "annotation_status": "knowledge", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "text": "- Extrahovaný text pomocou pypdf a docx. Sú tam aj excel tabuľky, ale tie nie sú extrahované.", "phase": "progress", "evidence_role": null}, {"id": "cd37abeb8da8be92938321d50ed1a7e1", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "meeting_note", "line": 42, "end_line": 42, "annotation_status": "knowledge", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "text": "- Pomocou LM sa dokument transformtuje na JSON. Z dokumentu LLM extrahuje \"vzdelávacie koncepty\" a vzťahy medzi nimi. 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Môžete preložiť existujúci znalostný graf.", "phase": "assignment", "evidence_role": null}, {"id": "7f034951b63753acb5b3a271188a4c87", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1743804b999a9c3fdca8d30a74022249", "actor": "Ján Malinovský", "actor_status": "profile_context", "section_scope": "work", "line": 26, "end_line": 26, "annotation_status": "knowledge", "record_date": null, "record_date_label": null, "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": null, "date_label": null, "date_precision": "unknown", "text": "- Využite znalostný graf pre zlepšenie práce alebo vysvetliteľnosti jazkového modelu", "phase": "assignment", "evidence_role": null}, {"id": "ffb124dc40d245352570915bdef380f3", 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Chyba \"index Out Of Range\". (zaznamenaný výsledok)\n\n- Vyskúšané dosadenie slovenského GPT modelu do kódu patil-suraj. Nefunguje - nepasuje konfigurácia. (zaznamenaný výsledok)\n\n- Vyskúšaný GPT na cloab, zatiaľ nefunguje kvôli pamäti. (zaznamenaný výsledok)\n\n**Ondrej Megela — Bakalárska práca 2020**\n\nRiešené problémy:\n\n- Natrénovaný model wiki103 na stroji Quadro. Problém sa vyriešil vypnutím GPU pri trénovaní, (zaznamenaný výsledok)\n\n- Vyriešený technický problém s architektúrou modelu podľa predpokladu. (zaznamenaný výsledok)\n\n- Vznikol problém pri vypracovaní [odkaz neoverený] - Architecture mismatch. Možné riešenie - iný prepínač `-arch` pri dotrénovaní. tak aby sedel s predtrénovaním. (zaznamenaný výsledok)\n\n**Ondrej Megela — Bakalársky projekt 2020**\n\nRiešené problémy:\n\n- Vyriešený problém s Pytorch. (zaznamenaný výsledok)\n\n- Vyskúšaný BERT tutoriáli. Chyba \"illegal instruction\" pri extrahovaní príznakov \"extract features from ROBERTA\". https://discuss.pytorch.org/t/illegal-instruction-core-dumped-in-first-pytorch-tutorial/62059/3 pravdepodobne problém s inštrukčnou sadou CPU. (zaznamenaný výsledok)\n\n- Problém pri trénovaní na Wiki103 na stroji Quadra, (vyzerá to ako deadlock) (priebežný stav)\n\n- Problém sa možno dá obísť skopírovaním modelu zo stroja Tesla. (priebežný stav)\n\n- Chyba optimizéra [Fairseq](https://git.kemt.fei.tuke.sk/om385wg/bp2021/wiki/Vyrie%C5%A1en%C3%A9-Chyby) a jej riešenie. (priebežný stav)\n\nZobrazený je obmedzený výber. Zúž otázku na osobu, prácu, obdobie alebo konkrétnu oblasť.\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela\n\nRepozitárový odkaz zo zdroja sa nepodarilo verejne overiť, preto ho neuvádzam. Nedostupnosť ani HTTP 404 samy nerozlišujú zmazaný a súkromný repozitár.", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela"], "claims": [], "evidence": [{"id": "f97b22a38c32370b9656b34d49da2079", "person": "Ondrej Megela", "source_path": "pages/students/2018/ondrej_megela/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela", "line": 51, "work_label": "Diplomová práca 2023", "work_type": "diploma_thesis", "work_year": 2023, "text": "- Vytvorený notebook pre vyhodnotenie generovanie otázok pomocou BLEU. Zatiaľ nefunguje, pretože asi je potrebné spoávne zoradiť vygenerovanú otázku a referenciu, Ku paragrafu môže existovať viacero rôznych otázok, preto je tažké ich porovnať pomocou BLEU ngramov.", "kind": "progress", "phase": "progress", "completion_basis": "source_statement", "meeting_id": "cb67dc212e742f0f2fc69eaa0cd78f80", "date": "2023-02-24", "date_label": "24.2.2023", "date_precision": "day", "actor": "Ondrej Megela", "actor_status": "profile_context", "actor_quote": null, "event_date": null, "event_year": null, "event_date_quote": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "target_date_quote": null, "target_date_precision": "unknown", "record_date": "2023-02-24", "record_date_label": "24.2.2023", "section_scope": "meeting_note", "work_id": "e8837ee62ef98028969413931f683763", "end_line": 51, "assertion_schema": 2, "concepts": ["notebook pre vyhodnotenie generovanie otázok", "BLEU", "vygenerovanú otázku", "referenciu"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Progress report documenting a created notebook and evaluation attempt using BLEU.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"notebook pre vyhodnotenie generovanie otázok\", \"predicate\": \"uses\", \"object\": \"BLEU\", \"quote\": \"Vytvorený notebook pre vyhodnotenie generovanie otázok pomocou BLEU\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["bleu", "notebook pre vyhodnotenie generovanie otazok", "referenciu", "vygenerovanu otazku"], "_graph_activity": "f97b22a38c32370b9656b34d49da2079"}, {"id": "28f11b68f6d0bc5a2558c522efd50a29", "person": "Ondrej Megela", "source_path": "pages/students/2018/ondrej_megela/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela", "line": 132, "work_label": "Diplomová práca 2023", "work_type": "diploma_thesis", "work_year": 2023, "text": "- PatilSuraj zatiaľ nefunguje. 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{"event": "result", "id": "D07", "engine": "rag", "category": "audit_regression", "question": "Aké metódy používal Ján Holp pri oboch diplomových projektoch v roku 2020?", "elapsed_seconds": 29.42, "answer_seconds": 15.79, "answer": {"status": "ok", "reason": null, "answer": "**Ján Holp — Diplomový projekt 2 2020**\n\nZaznamenané výsledky (dátum záznamu: 2020-11-13):\n- Vyriešil technické problémy s Cassandra a umožnil indexovanie z Cassandra do Elasticsearch. [1]\n\n**Ján Holp — Diplomový projekt 2020**\n\nZaznamenané výsledky (dátum záznamu: 2020-06-23):\n- Zabezpečil funkčnosť databázy Cassandra. [1]\n- Zabezpečil funkčnosť indexovania zo súboru. 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However, the source also contains a 'published: true' and 'taxonomy' with 'dp2021' and 'bp2019'. The critical error is the inference of the specific year '2020' for the *execution* or *completion* of the work solely from the section title 'Diplomový projekt 2 2020' without explicit confirmation of the work year in the content, although the section title is the strongest indicator. More critically, the answer invents specific 'record dates' (2020-11-13 and 2020-06-23) which are NOT present in the source text. The source text only contains the section headers and bullet points, no dates like '2020-11-13' or '2020-06-23'.", "The answer invents specific dates (2020-11-13, 2020-06-23) for the 'Zaznamenané výsledky' which are not found in the provided source text. The source text only lists the section headers and the status items (e.g., 'Stav:', 'Hotové:').", "The answer fails to mention the 'web rozhranie' (web interface) which is explicitly listed as 'funguje' (works) under 'Diplomový projekt 2020' in the source, while the question asks for 'methods' or 'activities'. While 'web rozhranie' is a result, the answer's omission of this specific item from the source list under the second project is a coverage issue if 'methods' implies all listed activities. However, the primary failure is the invented dates."]}, "judge_failure": null, "retrieval": {"strategy": "content_checkpoint", "candidate_count": 80, "candidate_coverage": {"matched": 2, "total": 2, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": {"matched": 2, "total": 2, "recall": 1.0, "all_required": true, "missing": []}}}}
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{"event": "result", "id": "D05", "engine": "rag", "category": "audit_regression", "question": "Aké technické problémy riešil Ondrej Megela?", "elapsed_seconds": 123.16, "answer_seconds": 49.82, "answer": {"status": "ok", "reason": null, "answer": "**Ondrej Megela — Diplomová práca 2023**\n\nRiešené problémy:\n\n- Vytvorený notebook pre vyhodnotenie generovanie otázok pomocou BLEU. Zatiaľ nefunguje, pretože asi je potrebné spoávne zoradiť vygenerovanú otázku a referenciu, Ku paragrafu môže existovať viacero rôznych otázok, preto je tažké ich porovnať pomocou BLEU ngramov. (priebežný stav)\n\n- PatilSuraj zatiaľ nefunguje. Funguje iba na T5 a Bart vlastné anglické, nefunguje na gpt-j ano na mt5. Stále je tam možnosť vyskúšať vlastný slovenský BART. (priebežný stav)\n\n- Slovenský GPT model nefunguje na few shot generovanie otázok. (priebežný stav)\n\n**Ondrej Megela — Diplomový projekt 1 2022**\n\nRiešené problémy:\n\n- Vyskúšané nasadenie Multilingual T5. Podarilo sa ho nahrať. Chyba \"index Out Of Range\". (zaznamenaný výsledok)\n\n- Vyskúšané dosadenie slovenského GPT modelu do kódu patil-suraj. Nefunguje - nepasuje konfigurácia. (zaznamenaný výsledok)\n\n- Vyskúšaný GPT na cloab, zatiaľ nefunguje kvôli pamäti. (zaznamenaný výsledok)\n\n**Ondrej Megela — Bakalárska práca 2020**\n\nRiešené problémy:\n\n- Natrénovaný model wiki103 na stroji Quadro. Problém sa vyriešil vypnutím GPU pri trénovaní, (zaznamenaný výsledok)\n\n- Vyriešený technický problém s architektúrou modelu podľa predpokladu. (zaznamenaný výsledok)\n\n- Vznikol problém pri vypracovaní [odkaz neoverený] - Architecture mismatch. Možné riešenie - iný prepínač `-arch` pri dotrénovaní. tak aby sedel s predtrénovaním. (zaznamenaný výsledok)\n\n**Ondrej Megela — Bakalársky projekt 2020**\n\nRiešené problémy:\n\n- Vyriešený problém s Pytorch. (zaznamenaný výsledok)\n\n- Vyskúšaný BERT tutoriáli. Chyba \"illegal instruction\" pri extrahovaní príznakov \"extract features from ROBERTA\". https://discuss.pytorch.org/t/illegal-instruction-core-dumped-in-first-pytorch-tutorial/62059/3 pravdepodobne problém s inštrukčnou sadou CPU. (zaznamenaný výsledok)\n\n- Problém pri trénovaní na Wiki103 na stroji Quadra, (vyzerá to ako deadlock) (priebežný stav)\n\n- Problém sa možno dá obísť skopírovaním modelu zo stroja Tesla. (priebežný stav)\n\n- Chyba optimizéra [Fairseq](https://git.kemt.fei.tuke.sk/om385wg/bp2021/wiki/Vyrie%C5%A1en%C3%A9-Chyby) a jej riešenie. (priebežný stav)\n\nZobrazený je obmedzený výber. Zúž otázku na osobu, prácu, obdobie alebo konkrétnu oblasť.\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela\n\nRepozitárový odkaz zo zdroja sa nepodarilo verejne overiť, preto ho neuvádzam. Nedostupnosť ani HTTP 404 samy nerozlišujú zmazaný a súkromný repozitár.", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela"], "claims": [], "evidence": [{"id": "f97b22a38c32370b9656b34d49da2079", "person": "Ondrej Megela", "source_path": "pages/students/2018/ondrej_megela/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2018/ondrej_megela", "line": 51, "work_label": "Diplomová práca 2023", "work_type": "diploma_thesis", "work_year": 2023, "text": "- Vytvorený notebook pre vyhodnotenie generovanie otázok pomocou BLEU. 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"work_year": 2020, "text": "- Chyba optimizéra [Fairseq](https://git.kemt.fei.tuke.sk/om385wg/bp2021/wiki/Vyrie%C5%A1en%C3%A9-Chyby) a jej riešenie.", "kind": "progress", "phase": "progress", "completion_basis": "source_statement", "meeting_id": "e034cf42b225749e8ed825181e93658c", "date": "2020-12-04", "date_label": "4.12.2020", "date_precision": "day", "actor": "Ondrej Megela", "actor_status": "profile_context", "actor_quote": null, "event_date": null, "event_year": null, "event_date_quote": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "target_date_quote": null, "target_date_precision": "unknown", "record_date": "2020-12-04", "record_date_label": "4.12.2020", "section_scope": "meeting_note", "work_id": "2992878916dcb4e1fc966cde226f49a0", "end_line": 368, "assertion_schema": 2, "concepts": ["Chyba optimizéra [Fairseq]", "riešenie"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a specific technical problem 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{"event": "result", "id": "D07", "engine": "graphrag", "category": "audit_regression", "question": "Aké metódy používal Ján Holp pri oboch diplomových projektoch v roku 2020?", "elapsed_seconds": 20.42, "answer_seconds": 17.12, "answer": {"status": "ok", "reason": null, "answer": "**Ján Holp — Diplomový projekt 2 2020**\n\nZaznamenané výsledky (dátum záznamu: 2020-11-13):\n- Pri riešení technických problémov s Cassandra sa dosiahla možnosť indexovania z Cassandra do Elasticsearch. [1]\n\n**Ján Holp — Diplomový projekt 2020**\n\nZaznamenané výsledky (dátum záznamu: 2020-06-23):\n- V rámci projektu bola zavedená a funkčná databáza Cassandra. [1]\n- Bolo implementované indexovanie priamo zo súboru. [1]\n\nZdroje: [1](https://zp.kemt.fei.tuke.sk/students/2016/jan_holp)\n\n[1]: https://zp.kemt.fei.tuke.sk/students/2016/jan_holp", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2016/jan_holp"], "claims": [], "evidence": [{"id": "0748565fc1d1df647c5ee6aba06eaa7a", "person": "Ján Holp", "source_path": "pages/students/2016/jan_holp/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2016/jan_holp", "line": 73, "work_label": "Diplomový projekt 2 2020", "work_type": "diploma_project", "work_year": 2020, "text": "- Vyriešené technické problémy s cassandrou. 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{"event": "result", "id": "D08", "engine": "graphrag", "category": "audit_regression", "question": "Kedy mal Ján Malinovský naposledy stretnutie a čo na ňom riešili?", "elapsed_seconds": 12.64, "answer_seconds": 0.99, "answer": {"status": "ok", "reason": null, "answer": "**Ján Malinovský — Diplomový projekt 2026**\nPosledný záznam s úplným dátumom: 2026-05-14.\n\n- Zaznamenaný výsledok: Vytvorený jednoduchý agent, ktorý vyhľadáva v znalostnom grafe a na základe týchto informácií generuje odpoveď.\n\n- Priebežný stav: Extrahovaný text pomocou pypdf a docx. Sú tam aj excel tabuľky, ale tie nie sú extrahované.\n\n- Zaznamenaný výsledok: Získané dokumenty - osnovy pre pre základné školy: slovenčina, matematika, angličtina, informatika, fyzika, biológia, občianska náuka, telesná výchova, chémia pre všetky ročníky.\n\n- Priebežný stav: Preštudované materiály podľa pokynov nižšie .\n\n- Plán: *dajte zdrojové kódy na GIT*.\n\n- Priebežný stav: Text sa rozdelí na chunky (cca 8000 znakov), vypočíta sa hash na deduplikáciu.\n\n- Priebežný stav: Pomocou LM sa dokument transformtuje na JSON. Z dokumentu LLM extrahuje \"vzdelávacie koncepty\" a vzťahy medzi nimi. Vzťahy sú z určenej množiny typu \"implements\", \"depends on\", \"teaches\", \"requires\".\n\n- Priebežný stav: Výsledok sa zobrazí vo forme grafu.\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"], "claims": [], "evidence": [{"id": "b76f01d2cf3dded506e8017c9ae53366", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "line": 34, "work_label": "Diplomový projekt 2026", "work_type": "diploma_project", "work_year": 2026, "text": "Stretnutie 14.5.2026", "kind": "meeting", "phase": "unknown", "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "meeting_id": "9fea39d45f91a33b462de5927c8a2477", "actor": null, "actor_status": "not_applicable", "actor_quote": null, "event_date": null, "event_year": null, "event_date_quote": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "target_date_quote": null, "target_date_precision": "unknown", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "section_scope": "meeting_note", "work_id": "1743804b999a9c3fdca8d30a74022249", "end_line": 34, "assertion_schema": 2, "concepts": [], "relations": [], "annotation_status": "structural", "annotation_reason": "Literal structural, role, reference or lifecycle record", "annotation_policy": "scoped-assertions-v2", "_graph_keys": [], "_graph_activity": null}, {"id": "de61cfa582479ae12de37e3366591b2b", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "line": 44, "work_label": "Diplomový projekt 2026", "work_type": "diploma_project", "work_year": 2026, "text": "- Vytvorený jednoduchý agent, ktorý vyhľadáva v znalostnom grafe a na základe týchto informácií generuje odpoveď.", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "9fea39d45f91a33b462de5927c8a2477", "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "actor": "Ján Malinovský", "actor_status": "profile_context", "actor_quote": null, "event_date": null, "event_year": null, "event_date_quote": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "target_date_quote": null, "target_date_precision": "unknown", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "section_scope": "meeting_note", "work_id": "1743804b999a9c3fdca8d30a74022249", "end_line": 44, "assertion_schema": 2, "concepts": ["agent", "znalostnom grafe", "odpoveď"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents the creation of an agent that searches a knowledge graph and generates answers.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"agent\", \"predicate\": \"uses\", \"object\": \"znalostnom grafe\", \"quote\": \"vyhľadáva v znalostnom grafe\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["agent", "odpoved", "znalostnom grafe"], "_graph_activity": "de61cfa582479ae12de37e3366591b2b"}, {"id": "ac2ceba6966e57f64ddf566a543c0ade", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "line": 40, "work_label": "Diplomový projekt 2026", "work_type": "diploma_project", "work_year": 2026, "text": "- Extrahovaný text pomocou pypdf a docx. 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"target_date_precision": "unknown", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "section_scope": "meeting_note", "work_id": "1743804b999a9c3fdca8d30a74022249", "end_line": 41, "assertion_schema": 2, "concepts": ["Text", "chunky", "hash", "deduplikáciu"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents the specific method of text processing involving chunking and hashing for deduplication.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"Text\", \"predicate\": \"uses\", \"object\": \"hash\", \"quote\": \"vypočíta sa hash na deduplikáciu\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["chunky", "deduplikaciu", "hash", "text"], "_graph_activity": "04f0e3f99fdbcf7d259418fbe0424215"}, {"id": "cd37abeb8da8be92938321d50ed1a7e1", "person": "Ján Malinovský", 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Z dokumentu LLM extrahuje \"vzdelávacie koncepty\" a vzťahy medzi nimi. Vzťahy sú z určenej množiny typu \"implements\", \"depends on\", \"teaches\", \"requires\".", "kind": "progress", "phase": "progress", "completion_basis": "source_statement", "meeting_id": "9fea39d45f91a33b462de5927c8a2477", "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "actor": "Ján Malinovský", "actor_status": "profile_context", "actor_quote": null, "event_date": null, "event_year": null, "event_date_quote": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "target_date_quote": null, "target_date_precision": "unknown", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "section_scope": "meeting_note", "work_id": "1743804b999a9c3fdca8d30a74022249", "end_line": 42, "assertion_schema": 2, "concepts": ["LM", "dokument", "JSON", "LLM", "vzdelávacie koncepty", "vzťahy", "implements", "depends on", "teaches", "requires"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents the method of 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grafu.", "kind": "progress", "phase": "progress", "completion_basis": "source_statement", "meeting_id": "9fea39d45f91a33b462de5927c8a2477", "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "actor": "Ján Malinovský", "actor_status": "profile_context", "actor_quote": null, "event_date": null, "event_year": null, "event_date_quote": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "target_date_quote": null, "target_date_precision": "unknown", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "section_scope": "meeting_note", "work_id": "1743804b999a9c3fdca8d30a74022249", "end_line": 43, "assertion_schema": 2, "concepts": ["Výsledok"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents the planned or achieved outcome of visualizing results as a graph.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 1, "discarded_relations": 1, 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{"event": "result", "id": "D09", "engine": "rag", "category": "audit_regression", "question": "Akú prácu mal Ján Holp v roku 1999?", "elapsed_seconds": 5.83, "answer_seconds": 1.28, "answer": {"status": "no_answer", "reason": "no_matching_sources", "answer": "Ján Holp: požadované údaje sa v dostupných podkladoch nenašli.", "source_urls": [], "claims": [], "index_version": {"version": "904884c1a86a45f39bbeccaec0e5e823", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-08T20:49:39.997566+00:00", "source_sha256": "201798bf276106986e7ef01b4d6357960cb495d09c9855b7df922c1df4fb35a7", "documents_sha256": "8b7eea54f6233cdc9d16610296d32b9336ab0cbaa4b881872a088c05464960be", "chunks_sha256": "8357d1e0641206990d26827b94f37916661595261f368e30f828bccd03171c95", "embedding_model": "intfloat/multilingual-e5-small", "publication_policy": "explicit-false-hidden-v1", "embedding_fingerprint": "d066fb9a266a1a0c77c65da75dcf538cfab5c87d5c605ff26b1fd2da8a12aa92"}, "answer_coverage": {"scope": "fact", "status": "not_found", "warnings": [], "limitations": []}}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 4, "critical_errors": [], "reasons": ["The answer correctly identifies the absence of evidence for Ján Holp in 1999 based on the provided empty sources.", "The response adheres to the requirement to not substitute data from other years (2019-2021) and explicitly states the lack of findings.", "The format is clear, concise, and directly addresses the user's question with the expected 'no_answer' status."]}, "judge_failure": null, "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 0, "candidate_coverage": null, "selected_coverage": null}}}
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{"event": "result", "id": "D08", "engine": "rag", "category": "audit_regression", "question": "Kedy mal Ján Malinovský naposledy stretnutie a čo na ňom riešili?", "elapsed_seconds": 9.82, "answer_seconds": 1.56, "answer": {"status": "ok", "reason": null, "answer": "**Ján Malinovský — Diplomový projekt 2026**\nPosledný záznam s úplným dátumom: 2026-05-14.\n\n- Zaznamenaný výsledok: Vytvorený jednoduchý agent, ktorý vyhľadáva v znalostnom grafe a na základe týchto informácií generuje odpoveď.\n\n- Priebežný stav: Extrahovaný text pomocou pypdf a docx. Sú tam aj excel tabuľky, ale tie nie sú extrahované.\n\n- Zaznamenaný výsledok: Získané dokumenty - osnovy pre pre základné školy: slovenčina, matematika, angličtina, informatika, fyzika, biológia, občianska náuka, telesná výchova, chémia pre všetky ročníky.\n\n- Priebežný stav: Preštudované materiály podľa pokynov nižšie .\n\n- Plán: *dajte zdrojové kódy na GIT*.\n\n- Priebežný stav: Text sa rozdelí na chunky (cca 8000 znakov), vypočíta sa hash na deduplikáciu.\n\n- Priebežný stav: Pomocou LM sa dokument transformtuje na JSON. Z dokumentu LLM extrahuje \"vzdelávacie koncepty\" a vzťahy medzi nimi. Vzťahy sú z určenej množiny typu \"implements\", \"depends on\", \"teaches\", \"requires\".\n\n- Priebežný stav: Výsledok sa zobrazí vo forme grafu.\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"], "claims": [], "evidence": [{"id": "b76f01d2cf3dded506e8017c9ae53366", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "line": 34, "work_label": "Diplomový projekt 2026", "work_type": "diploma_project", "work_year": 2026, "text": "Stretnutie 14.5.2026", "kind": "meeting", "phase": "unknown", "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "meeting_id": "9fea39d45f91a33b462de5927c8a2477", "actor": null, "actor_status": "not_applicable", "actor_quote": null, "event_date": null, "event_year": null, "event_date_quote": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "target_date_quote": null, "target_date_precision": "unknown", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "section_scope": "meeting_note", "work_id": "1743804b999a9c3fdca8d30a74022249", "end_line": 34, "assertion_schema": 2, "concepts": [], "relations": [], "annotation_status": "structural", "annotation_reason": "Literal structural, role, reference or lifecycle record", "annotation_policy": "scoped-assertions-v2"}, {"id": "de61cfa582479ae12de37e3366591b2b", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "line": 44, "work_label": "Diplomový projekt 2026", "work_type": "diploma_project", "work_year": 2026, "text": "- Vytvorený jednoduchý agent, ktorý vyhľadáva v znalostnom grafe a na základe týchto informácií generuje odpoveď.", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "9fea39d45f91a33b462de5927c8a2477", "date": "2026-05-14", "date_label": "14.5.2026", "date_precision": "day", "actor": "Ján Malinovský", "actor_status": "profile_context", "actor_quote": null, "event_date": null, "event_year": null, "event_date_quote": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "target_date_quote": null, "target_date_precision": "unknown", "record_date": "2026-05-14", "record_date_label": "14.5.2026", "section_scope": "meeting_note", "work_id": "1743804b999a9c3fdca8d30a74022249", "end_line": 44, "assertion_schema": 2, "concepts": ["agent", "znalostnom grafe", "odpoveď"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents the creation of an agent that searches a knowledge graph and generates answers.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"agent\", \"predicate\": \"uses\", \"object\": \"znalostnom grafe\", \"quote\": \"vyhľadáva v znalostnom grafe\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "ac2ceba6966e57f64ddf566a543c0ade", "person": "Ján Malinovský", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "line": 40, "work_label": "Diplomový projekt 2026", "work_type": "diploma_project", "work_year": 2026, "text": "- Extrahovaný text pomocou pypdf a docx. 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{"event": "result", "id": "D09", "engine": "graphrag", "category": "audit_regression", "question": "Akú prácu mal Ján Holp v roku 1999?", "elapsed_seconds": 7.89, "answer_seconds": 3.56, "answer": {"status": "no_answer", "reason": null, "answer": "Ján Holp: v dostupných podkladoch sa nenašiel záznam práce alebo projektu z roku **1999**.", "source_urls": [], "claims": [], "index_version": {"version": "904884c1a86a45f39bbeccaec0e5e823", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-08T20:49:39.997566+00:00", "source_sha256": "201798bf276106986e7ef01b4d6357960cb495d09c9855b7df922c1df4fb35a7", "documents_sha256": "8b7eea54f6233cdc9d16610296d32b9336ab0cbaa4b881872a088c05464960be", "chunks_sha256": "8357d1e0641206990d26827b94f37916661595261f368e30f828bccd03171c95", "embedding_model": "intfloat/multilingual-e5-small", "publication_policy": "explicit-false-hidden-v1", "embedding_fingerprint": "d066fb9a266a1a0c77c65da75dcf538cfab5c87d5c605ff26b1fd2da8a12aa92"}}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 4, "critical_errors": [], "reasons": []}, "judge_failure": null, "retrieval": {"strategy": "metadata_graph", "candidate_count": 1, "candidate_coverage": null, "selected_coverage": null}}}
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{"event": "result", "id": "D10", "engine": "graphrag", "category": "audit_regression", "question": "Aké spoločné kľúčové slová majú Ján Pták a Ján Malinovský?", "elapsed_seconds": 14.88, "answer_seconds": 11.94, "answer": {"status": "ok", "reason": null, "answer": "Spoločné kľúčové slová: **NLP**, **RAG**.\nDoložené pri: **Ján Malinovský**, **Ján Pták**.\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky, https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak"], "claims": [{"person": "Ján Malinovský", "keyword": "NLP"}, {"person": "Ján Malinovský", "keyword": "RAG"}, {"person": "Ján Pták", "keyword": "NLP"}, {"person": "Ján Pták", "keyword": "RAG"}], "index_version": {"version": "904884c1a86a45f39bbeccaec0e5e823", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-08T20:49:39.997566+00:00", "source_sha256": "201798bf276106986e7ef01b4d6357960cb495d09c9855b7df922c1df4fb35a7", "documents_sha256": "8b7eea54f6233cdc9d16610296d32b9336ab0cbaa4b881872a088c05464960be", "chunks_sha256": "8357d1e0641206990d26827b94f37916661595261f368e30f828bccd03171c95", "embedding_model": "intfloat/multilingual-e5-small", "publication_policy": "explicit-false-hidden-v1", "embedding_fingerprint": "d066fb9a266a1a0c77c65da75dcf538cfab5c87d5c605ff26b1fd2da8a12aa92"}}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 4, "critical_errors": [], "reasons": []}, "judge_failure": null, "retrieval": {"strategy": "metadata_graph", "candidate_count": 6, "candidate_coverage": {"matched": 0, "total": 2, "recall": 0.0, "all_required": false, "missing": [0, 1]}, "selected_coverage": null}}}
{"event": "started", "id": "D11", "engine": "rag"}
{"event": "result", "id": "D10", "engine": "rag", "category": "audit_regression", "question": "Aké spoločné kľúčové slová majú Ján Pták a Ján Malinovský?", "elapsed_seconds": 17.2, "answer_seconds": 11.66, "answer": {"status": "ok", "reason": null, "answer": "Zo zdroja Ján Pták: „Tagy: nlp | rag“\nZo zdroja Ján Malinovský: „Tagy: nlp | rag“\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak, https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak", "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky"], "claims": [], "index_version": {"version": "904884c1a86a45f39bbeccaec0e5e823", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-08T20:49:39.997566+00:00", "source_sha256": "201798bf276106986e7ef01b4d6357960cb495d09c9855b7df922c1df4fb35a7", "documents_sha256": "8b7eea54f6233cdc9d16610296d32b9336ab0cbaa4b881872a088c05464960be", "chunks_sha256": "8357d1e0641206990d26827b94f37916661595261f368e30f828bccd03171c95", "embedding_model": "intfloat/multilingual-e5-small", "publication_policy": "explicit-false-hidden-v1", "embedding_fingerprint": "d066fb9a266a1a0c77c65da75dcf538cfab5c87d5c605ff26b1fd2da8a12aa92"}, "answer_coverage": {"scope": "fact", "status": "supported", "warnings": [], "limitations": ["per_document_limit"]}}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 4, "critical_errors": [], "reasons": []}, "judge_failure": null, "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 2, "candidate_coverage": {"matched": 2, "total": 2, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
{"event": "started", "id": "D11", "engine": "graphrag"}
{"event": "result", "id": "D11", "engine": "rag", "category": "audit_regression", "question": "Kto pracoval na niečom podobnom ako Ján Pták?", "elapsed_seconds": 15.03, "answer_seconds": 6.58, "answer": {"status": "ok", "reason": null, "answer": "**Rostyslav Rodzhuk**\n\n- Téma alebo názov doložený pri tej istej práci: Inteligentný agent pre podporu práce špeciálneho pedagóga\n\n- Bakalárska práca 2026; úloha označená ako splnená; záznam 2025-10-03: [x] Implementujte RAG systém pre prácu so získanými dátami.\n\n- Bakalárska práca 2026; plán: Agent môže overiť výsledky pomocným vyhľadávaním.\n\n**Samuel Džurina**\n\n- Téma alebo názov doložený pri tej istej práci: Dialógový systém pre podporu firemných procesov\n\n- Bakalárska práca 2026; plán; záznam 2025-10-09: Vyskúšajte https://openai.github.io/openai-agents-python/ a vytvorte prvú verziu agenta.\n\nPodklady k porovnávanej osobe:\n\n- Ján Pták; Diplomová práca 2027: Agent pre manažment záverečných prác\n\n- Ján Pták; Diplomový projekt 2026: Agent pre manažment záverečných prác\n\n- Ján Pták; Diplomová práca 2027: - Funguje vektorové a textové vyhľadávanie. Ale vyzerá to tak, že nevie synonymy.\n\n- Ján Pták; Diplomová práca 2027: - Pokračujte v GraphRAG - Naprogramujte načítanie existujúcich Markdown textov do Neo4j — vytvorte uzly pre každú záverečnú prácu, autora, tému a kľúčové slová. Vytvorte grafové relácie medzi uzlami (napr. rovnaký autor → rovnaká téma, rovnaký študijný program)\n\n- Ján Pták; Diplomová práca 2027: - Agenta rozdeľte na samostatné komponenty (nástroje - tools alebo skills). Každý nástroj dajte do osobitného adresára na GIte. Každý nástroj by sa mal z gitu dať nainštalovať do OpenWebUI.\n\n- Ján Pták; Diplomový projekt 2026: - Odovzdané nejaké zdrojové kódy na https://git.kemt.fei.tuke.sk/jp170na/dp-zp-agent - načítanie z markdown, indexovanie do SQLite a FastAPI.\n\nIde o obsahovú podobnosť podloženú uvedenými úryvkami, nie dôkaz spolupráce ani rovnakej fázy dokončenia.\n\nZobrazené sú príklady z obmedzeného výberu textových dôkazov; zoznam nemusí byť úplný. Výber môžeš zúžiť témou alebo obdobím.\n\nZdroje: 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/2022/jan_ptak", "source_urls": ["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/2022/jan_ptak"], "claims": [], "evidence": [{"id": "1f1a33fc2818d263830b21afc2c9bf27", "person": "Rostyslav Rodzhuk", "source_path": "pages/students/2023/rostyslav_rodzhuk/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk", "work_label": "Bakalárska práca 2026", "work_year": 2026, "work_type": "bachelor_thesis", "work_id": "a6b1558b2c466fded325a58f2a3bbaf2", "actor": "Rostyslav Rodzhuk", "actor_status": "profile_context", "section_scope": "work", "line": 20, "end_line": 20, "annotation_status": "knowledge", "record_date": null, "record_date_label": null, "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": null, "date_label": null, "date_precision": "unknown", "text": "Inteligentný agent pre podporu práce špeciálneho pedagóga", "phase": "unknown", "evidence_role": "work_context"}, {"id": "439a2c673fa93c5f317460531a715d15", "person": "Rostyslav Rodzhuk", "source_path": "pages/students/2023/rostyslav_rodzhuk/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk", "work_label": "Bakalárska práca 2026", "work_year": 2026, "work_type": "bachelor_thesis", "work_id": "a6b1558b2c466fded325a58f2a3bbaf2", "actor": "Rostyslav Rodzhuk", "actor_status": "profile_context", "section_scope": "followup_task", "line": 130, "end_line": 130, "annotation_status": "knowledge", "record_date": "2025-10-03", "record_date_label": "3.10.2025", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2025-10-03", "date_label": "3.10.2025", "date_precision": "day", "text": "- [x] Implementujte RAG systém pre prácu so získanými dátami.", "phase": "result", "evidence_role": null}, {"id": "ccddb2fb5115670c66e6c9ef2e38d50c", "person": "Rostyslav Rodzhuk", "source_path": "pages/students/2023/rostyslav_rodzhuk/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2023/rostyslav_rodzhuk", "work_label": "Bakalárska práca 2026", "work_year": 2026, "work_type": "bachelor_thesis", "work_id": "a6b1558b2c466fded325a58f2a3bbaf2", "actor": "Rostyslav Rodzhuk", "actor_status": "profile_context", "section_scope": "backlog", "line": 92, "end_line": 92, "annotation_status": "knowledge", "record_date": null, "record_date_label": null, "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": null, "date_label": null, "date_precision": "unknown", "text": "- Agent môže overiť výsledky pomocným vyhľadávaním.", "phase": "planned", "evidence_role": null}, {"id": "c8ce34e1297cb5ed22c127e2538c2276", "person": "Samuel Džurina", "source_path": "pages/students/2023/samuel_dzurina/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina", "work_label": "Bakalárska práca 2026", "work_year": 2026, "work_type": "bachelor_thesis", "work_id": "560c3c17a192a1594b86675997a830b6", "actor": "Samuel Džurina", "actor_status": "profile_context", "section_scope": "work", "line": 19, "end_line": 19, "annotation_status": "knowledge", "record_date": null, "record_date_label": null, "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": null, "date_label": null, "date_precision": "unknown", "text": "Dialógový systém pre podporu firemných procesov", "phase": "unknown", "evidence_role": "work_context"}, {"id": "282751368e3ccf3cdc45449fadf869d0", "person": "Samuel Džurina", "source_path": "pages/students/2023/samuel_dzurina/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2023/samuel_dzurina", "work_label": "Bakalárska práca 2026", "work_year": 2026, "work_type": "bachelor_thesis", "work_id": "560c3c17a192a1594b86675997a830b6", "actor": "Samuel Džurina", "actor_status": "profile_context", "section_scope": "followup_task", "line": 135, "end_line": 135, "annotation_status": "knowledge", "record_date": "2025-10-09", "record_date_label": "9.10.2025", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2025-10-09", "date_label": "9.10.2025", "date_precision": "day", "text": "- Vyskúšajte https://openai.github.io/openai-agents-python/ a vytvorte prvú verziu agenta.", "phase": "planned", "evidence_role": null}, {"id": "64fac64066f0d095f64af42ff7750f58", "person": "Ján Pták", "source_path": "pages/students/2022/jan_ptak/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak", "work_label": "Diplomová práca 2027", "work_year": 2027, "work_type": "diploma_thesis", "work_id": "fb391d9609bb9dd83c5fe3464fccf285", "actor": "Ján Pták", "actor_status": "profile_context", "section_scope": "work", "line": 18, "end_line": 18, "annotation_status": "knowledge", "record_date": null, "record_date_label": null, "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": null, "date_label": null, "date_precision": "unknown", "text": "Agent pre manažment záverečných prác", "phase": "unknown", "evidence_role": null}, {"id": "54ec4d1a17f271831f98c5b5445fe6d6", "person": "Ján Pták", "source_path": "pages/students/2022/jan_ptak/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1547dece8f5a1c093bebaab65b9d8057", "actor": "Ján Pták", "actor_status": "profile_context", "section_scope": "work", "line": 84, "end_line": 84, "annotation_status": "knowledge", "record_date": null, "record_date_label": null, "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": null, "date_label": null, "date_precision": "unknown", "text": "Agent pre manažment záverečných prác", "phase": "unknown", "evidence_role": null}, {"id": "f191167a38612d41d10bd19b4544648a", "person": "Ján Pták", "source_path": "pages/students/2022/jan_ptak/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak", "work_label": "Diplomová práca 2027", "work_year": 2027, "work_type": "diploma_thesis", "work_id": "fb391d9609bb9dd83c5fe3464fccf285", "actor": "Ján Pták", "actor_status": "profile_context", "section_scope": "meeting_note", "line": 39, "end_line": 39, "annotation_status": "knowledge", "record_date": "2026-11-05", "record_date_label": "5.11.2026", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2026-11-05", "date_label": "5.11.2026", "date_precision": "day", "text": "- Funguje vektorové a textové vyhľadávanie. Ale vyzerá to tak, že nevie synonymy.", "phase": "result", "evidence_role": null}, {"id": "a92690cf773fad7ed045f8b0a32977fb", "person": "Ján Pták", "source_path": "pages/students/2022/jan_ptak/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak", "work_label": "Diplomová práca 2027", "work_year": 2027, "work_type": "diploma_thesis", "work_id": "fb391d9609bb9dd83c5fe3464fccf285", "actor": "Ján Pták", "actor_status": "profile_context", "section_scope": "followup_task", "line": 70, "end_line": 70, "annotation_status": "knowledge", "record_date": "2026-09-30", "record_date_label": "30.9.2026", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2026-09-30", "date_label": "30.9.2026", "date_precision": "day", "text": "- Pokračujte v GraphRAG - Naprogramujte načítanie existujúcich Markdown textov do Neo4j — vytvorte uzly pre každú záverečnú prácu, autora, tému a kľúčové slová. Vytvorte grafové relácie medzi uzlami (napr. rovnaký autor → rovnaká téma, rovnaký študijný program)", "phase": "planned", "evidence_role": null}, {"id": "3727f817afbbbc3e1b7b14b5831c34d0", "person": "Ján Pták", "source_path": "pages/students/2022/jan_ptak/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak", "work_label": "Diplomová práca 2027", "work_year": 2027, "work_type": "diploma_thesis", "work_id": "fb391d9609bb9dd83c5fe3464fccf285", "actor": "Ján Pták", "actor_status": "profile_context", "section_scope": "followup_task", "line": 72, "end_line": 72, "annotation_status": "knowledge", "record_date": "2026-09-30", "record_date_label": "30.9.2026", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2026-09-30", "date_label": "30.9.2026", "date_precision": "day", "text": "- Agenta rozdeľte na samostatné komponenty (nástroje - tools alebo skills). Každý nástroj dajte do osobitného adresára na GIte. Každý nástroj by sa mal z gitu dať nainštalovať do OpenWebUI.", "phase": "planned", "evidence_role": null}, {"id": "fe3fbd8766d8778fad8f64cbb221831a", "person": "Ján Pták", "source_path": "pages/students/2022/jan_ptak/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak", "work_label": "Diplomový projekt 2026", "work_year": 2026, "work_type": "diploma_project", "work_id": "1547dece8f5a1c093bebaab65b9d8057", "actor": "Ján Pták", "actor_status": "profile_context", "section_scope": "meeting_note", "line": 105, "end_line": 105, "annotation_status": "knowledge", "record_date": "2026-06-08", "record_date_label": "8.6.2026", "event_date": null, "event_year": null, "event_date_precision": "unknown", "target_date": null, "target_year": null, "date": "2026-06-08", "date_label": "8.6.2026", "date_precision": "day", "text": "- Odovzdané nejaké zdrojové kódy na https://git.kemt.fei.tuke.sk/jp170na/dp-zp-agent - načítanie z markdown, indexovanie do SQLite a FastAPI.", "phase": "progress", "evidence_role": null}], "index_version": {"version": "904884c1a86a45f39bbeccaec0e5e823", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-08T20:49:39.997566+00:00", "source_sha256": "201798bf276106986e7ef01b4d6357960cb495d09c9855b7df922c1df4fb35a7", "documents_sha256": "8b7eea54f6233cdc9d16610296d32b9336ab0cbaa4b881872a088c05464960be", "chunks_sha256": "8357d1e0641206990d26827b94f37916661595261f368e30f828bccd03171c95", "embedding_model": "intfloat/multilingual-e5-small", "publication_policy": "explicit-false-hidden-v1", "embedding_fingerprint": "d066fb9a266a1a0c77c65da75dcf538cfab5c87d5c605ff26b1fd2da8a12aa92"}, "knowledge_version": "33c3062af9f1aee887e8950f3ec51b8f"}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 4, "critical_errors": [], "reasons": []}, "judge_failure": null, "retrieval": {"strategy": "content_checkpoint", "candidate_count": 6293, "candidate_coverage": {"matched": 1, "total": 1, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": {"matched": 0, "total": 1, "recall": 0.0, "all_required": false, "missing": [0]}}}}
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{"event": "result", "id": "D12", "engine": "graphrag", "category": "audit_regression", "question": "Ktoré práce aktuálne vedie Daniel Hladek?", "elapsed_seconds": 7.44, "answer_seconds": 0.88, "answer": {"status": "no_answer", "reason": "active_supervision_unknown", "answer": "Aktuálny zoznam prác, ktoré vedie Daniel Hladek, dostupné podklady nepotvrdzujú. Samotný údaj o vedúcom pri historickom zázname nepotvrdzuje, ktoré práce sú aktuálne aktívne. Autor dokumentu nie je automaticky vedúci práce. Môžem vypísať historicky evidované práce s explicitne uvedeným vedúcim alebo dokumenty daného autora.", "source_urls": [], "claims": [], "evidence": [], "index_version": {"version": "904884c1a86a45f39bbeccaec0e5e823", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-08T20:49:39.997566+00:00", "source_sha256": "201798bf276106986e7ef01b4d6357960cb495d09c9855b7df922c1df4fb35a7", "documents_sha256": "8b7eea54f6233cdc9d16610296d32b9336ab0cbaa4b881872a088c05464960be", "chunks_sha256": "8357d1e0641206990d26827b94f37916661595261f368e30f828bccd03171c95", "embedding_model": "intfloat/multilingual-e5-small", "publication_policy": "explicit-false-hidden-v1", "embedding_fingerprint": "d066fb9a266a1a0c77c65da75dcf538cfab5c87d5c605ff26b1fd2da8a12aa92"}, "knowledge_version": "33c3062af9f1aee887e8950f3ec51b8f", "graph_paths": [], "graph_relations": []}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 4, "critical_errors": [], "reasons": ["Answer correctly states that current active supervision is not established based on available data.", "Answer explicitly clarifies that document authorship does not imply current supervision, adhering to the requirement.", "Answer avoids inferring current status from historical records or co-occurrence.", "Response is clear, concise, and directly addresses the question with appropriate caveats."]}, "judge_failure": null, "retrieval": {"strategy": "bounded_local_graph", "candidate_count": 112, "candidate_coverage": null, "selected_coverage": null}}}
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{"event": "result", "id": "D11", "engine": "graphrag", "category": "audit_regression", "question": "Kto pracoval na niečom podobnom ako Ján Pták?", "elapsed_seconds": 47.39, "answer_seconds": 30.99, "answer": {"status": "ok", "reason": null, "answer": "Ján Pták a Matej Ščišľak: doložená spoločná téma — GraphRAG, Neo4j. [1] [3]\n\nJán Pták a Oleh Poiasnik: doložená spoločná téma — znalostný graf. [1] [2]\n\nJán Pták a Valerii Kutsenko: doložená spoločná téma — znalostný graf. [1] [4]\n\nJán Pták a Maksym Zatirka: doložená spoločná téma — znalostný graf. [1] [5]\n\n**Ján Pták — Diplomová práca 2027**\n\nZaznamenaný priebeh (dátum záznamu: 2026-09-30):\n- Ján Pták začal pracovať na GraphRAG a systéme Neo4J. [1]\n\nPlánované úlohy (dátum záznamu: 2026-11-05):\n- Ján Pták plánuje oboznámiť sa s pojmom znalostný graf a napísať o ňom vlastnými slovami. [1]\n\n**Oleh Poiasnik — Diplomový projekt 2026**\n\nZaznamenané výsledky (dátum záznamu: 14.5. (rok neuvedený)):\n- Oleh Poiasnik vytvoril pomocou LightRAG znalostný graf pre niekoľko liekov. [2]\n\n**Matej Ščišľak — Diplomová práca 2026**\n\nZaznamenané výsledky (dátum záznamu: 2025-03-30):\n- Matej Ščišľak vytvoril systém GraphRAG zložený z FAISS a Neo4J, kde Neo4J beží lokálne a spája sa so serverom. [3]\n\n**Valerii Kutsenko — Diplomová práca 2027**\n\nZaznamenaný priebeh (dátum záznamu: 15.5. (rok neuvedený)):\n- Valerii Kutsenko zaindexoval anglické dáta z knihy Alice in Wonderland pomocou LightRAG a zostavil z nich znalostný graf. [4]\n\n**Maksym Zatirka — Bakalárska práca 2026**\n\nZadanie a ciele:\n- Maksym Zatirka má za úlohu zostaviť znalostný graf pre slovenské právo a vložiť ho do vybranej grafovej databázy. [5]\n\nPrepojenie dokladá uvedenú tému alebo činnosť; nepreukazuje spoluprácu ani rovnaký stupeň dokončenia.\n\nPrechod grafom dosiahol limit výberu. Zúž otázku na prácu, tému alebo obdobie.\n\nZdroje: [1](https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak), [2](https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik), [3](https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak), [4](https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko), [5](https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka)\n\n[1]: https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak\n[2]: https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik\n[3]: https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak\n[4]: https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko\n[5]: https://zp.kemt.fei.tuke.sk/students/2023/maksym_zatirka", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak", "https://zp.kemt.fei.tuke.sk/students/2022/oleh_poiasnik", "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/2023/maksym_zatirka"], "claims": [], "evidence": [{"id": "08a1636479cf737ec98578ff8e8e1206", "person": "Ján Pták", "source_path": "pages/students/2022/jan_ptak/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_ptak", "line": 45, "work_label": "Diplomová práca 2027", "work_type": "diploma_thesis", "work_year": 2027, "text": "- Oboznámte sa s tým čo je znalostný graf. 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"4475a84f08ea52374af032b73dd23e7e", "anchor_work_id": "fb391d9609bb9dd83c5fe3464fccf285", "peer_work_id": "06aa16eeb321f7535d8eb15661a646af", "anchor_activity_id": "b0a7bc0e60f756f4db7432baa0ff5aa1", "peer_activity_id": "4475a84f08ea52374af032b73dd23e7e", "concept_match": "approved_equivalent_key"}, {"kind": "shared_topic", "concept": "knowledge graph", "anchor_id": "08a1636479cf737ec98578ff8e8e1206", "peer_id": "0b3241692ba5a0894b2952d13cf8710b", "anchor_work_id": "fb391d9609bb9dd83c5fe3464fccf285", "peer_work_id": "b8ce7ff30187848ab368f3379f5ce53d", "anchor_activity_id": "08a1636479cf737ec98578ff8e8e1206", "peer_activity_id": "0b3241692ba5a0894b2952d13cf8710b", "concept_match": "approved_equivalent_key"}, {"kind": "shared_topic", "concept": "knowledge graph", "anchor_id": "08a1636479cf737ec98578ff8e8e1206", "peer_id": "3d65fe1b5ca6313e888a9c50465e86a6", "anchor_work_id": "fb391d9609bb9dd83c5fe3464fccf285", "peer_work_id": "b332572c6957cc2f0dbcb91898dd5a4a", "anchor_activity_id": "08a1636479cf737ec98578ff8e8e1206", "peer_activity_id": "3d65fe1b5ca6313e888a9c50465e86a6", "concept_match": "approved_equivalent_key"}, {"kind": "shared_topic", "concept": "knowledge graph", "anchor_id": "08a1636479cf737ec98578ff8e8e1206", "peer_id": "423d7b645ef7a94120d6197d1b2dc0fb", "anchor_work_id": "fb391d9609bb9dd83c5fe3464fccf285", "peer_work_id": "a0393a39108c2e9c7861f05607a49770", "anchor_activity_id": "08a1636479cf737ec98578ff8e8e1206", "peer_activity_id": "423d7b645ef7a94120d6197d1b2dc0fb", "concept_match": "approved_equivalent_key"}], "graph_relations": []}, "score": {"passed": false, "issues": ["correct", "unsupported_number", "unsupported_time"], "judge": {"correct": false, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 3, "critical_errors": ["unsupported_time", "unsupported_number"], "reasons": ["The answer claims Oleh Poiasnik's record date is '14.5. (rok neuvedený)', but the source explicitly states 'Stretnutie 14.5.' under the 'Diplomový projekt 2026' section, implying the year 2026. The answer fails to infer the year from the section header as per the instruction to interpret source dates as stated within their context.", "The answer claims Valerii Kutsenko's record date is '15.5. (rok neuvedený)', but the source explicitly states 'Stretnutie 15.5.' under the 'Diplomová práca 2027' section, implying the year 2027. The answer fails to infer the year from the section header.", "The answer states Oleh Poiasnik created a graph for '500' drugs. The source text says 'pre niekoľko (500) liekov'. While the number is in the source, the phrasing 'niekoľko (500)' is ambiguous (several vs 500). The answer presents '500' as a definitive fact without noting the ambiguity or the 'niekoľko' qualifier, which could be considered an unsupported specific number if 'niekoľko' implies a smaller, undefined number and 500 is a parenthetical estimate or error in the source. However, the primary error is the date inference. Let's stick to the date inference as the main unsupported_time error. The number 500 is explicitly in the source text, so it is supported, but the 'niekoľko' makes it slightly ambiguous. The prompt says 'Do not infer... a relation from keyword co-occurrence'. The date inference is the stronger error. The number 500 is directly quoted. I will remove the number error if it's too borderline, but the date one is clear. Actually, the source says 'niekoľko (500)'. The answer says 'pre niekoľko liekov' in the summary but 'pre niekoľko (500) liekov' in the detailed section? No, the answer says 'pre niekoľko liekov' in the summary and 'pre niekoľko (500) liekov' is not in the answer text provided. The answer text says: 'Oleh Poiasnik vytvoril pomocou LightRAG znalostný graf pre niekoľko liekov.' It omits the (500). Wait, looking at the answer text again: 'Oleh Poiasnik vytvoril pomocou LightRAG znalostný graf pre niekoľko liekov.' It does NOT say 500. The source says 'niekoľko (500)'. The answer is actually *less* specific than the source. So no unsupported number there. The error is the date. The answer says 'rok neuvedený' for 14.5 and 15.5. The source has the year in the section header. The instruction says 'Interpret source dates as stated; do not call year 2026 fictional...'. It implies we should use the section header to resolve the date. So 'rok neuvedený' is an error because the year IS stated in the source context (the section header).", "The answer explicitly states 'rok neuvedený' for the dates 14.5 and 15.5, failing to utilize the section headers ('Diplomový projekt 2026', 'Diplomová práca 2027') which provide the year context as required by the 'Wiki conventions' and 'Interpret source dates' instructions."]}, "judge_failure": null, "retrieval": {"strategy": "bounded_local_graph", "candidate_count": 129, "candidate_coverage": {"matched": 1, "total": 1, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": {"matched": 1, "total": 1, "recall": 1.0, "all_required": true, "missing": []}}}}
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