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

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{"event": "manifest", "method": "DEV judge replay; NO answer regeneration; original retrieval scores retained", "input_sha256": "2633275a378e4f67eb6f1ce8d95d33b7b0edb3931ac783db4b91913da0213ccc", "evaluator_sha256": "c32c53db3addbd068e6f40ec7312b8c2eaeebbd481bb6d191e002a65203f0c98"}
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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": false, "issues": ["judge_unavailable"], "judge": null, "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": []}}}, "regrade_seconds": 21.95}
{"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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{"event": "result", "id": "D02", "engine": "graphrag", "category": "audit_regression", "question": "Ako pokročil Ján Malinovský so svojou prácou?", "elapsed_seconds": 48.75, "answer_seconds": 40.43, "answer": {"status": "ok", "reason": null, "answer": "**Ján Malinovský — Diplomový projekt 2026**\n\nZameranie:\n- Téma práce sa týka grafového vyhľadávania pre podporu vzdelávania. [1]\n\nZaznamenané výsledky (dátum záznamu: 2026-05-14):\n- Vytvorený jednoduchý agent, ktorý vyhľadáva v znalostnom grafe a na základe týchto informácií generuje odpoveď. [1]\n- Získané dokumenty, konkrétne osnovy pre základné školy z predmetov slovenčina, matematika, angličtina, informatika, fyzika, biológia, občianska náuka, telesná výchova a chémia pre všetky ročníky. [1]\n\nZaznamenaný priebeh (dátum záznamu: 2026-05-14):\n- Extrahovaný text pomocou nástrojov pypdf a docx, pričom excelové tabuľky nie sú extrahované. [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. 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. 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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{"event": "result", "id": "D05", "engine": "graphrag", "category": "audit_regression", "question": "Aké technické problémy riešil Ondrej Megela?", "elapsed_seconds": 69.41, "answer_seconds": 56.83, "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. 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": "D06", "engine": "graphrag", "category": "audit_regression", "question": "Aké metódy používal Ján Holp pri diplomovom projekte v roku 2020?", "elapsed_seconds": 3.88, "answer_seconds": 1.03, "answer": {"status": "ambiguous", "reason": "ambiguous_work", "answer": "Ktorú prácu osoby Ján Holp máš na mysli? V indexe sú tieto možnosti: Diplomový projekt 2 2020; Diplomový projekt 2020. Uveď presné označenie projektu.", "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"}, "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": [], "proofs": []}, "judge_failure": null, "retrieval": {"strategy": "bounded_local_graph", "candidate_count": 75, "candidate_coverage": null, "selected_coverage": null}}, "regrade_seconds": 2.03}
{"event": "result", "id": "D06", "engine": "rag", "category": "audit_regression", "question": "Aké metódy používal Ján Holp pri diplomovom projekte v roku 2020?", "elapsed_seconds": 2.44, "answer_seconds": 0.94, "answer": {"status": "ambiguous", "reason": "ambiguous_work", "answer": "Ktorú prácu osoby Ján Holp máš na mysli? V indexe sú tieto možnosti: Diplomový projekt 2 2020; Diplomový projekt 2020. Uveď presné označenie projektu.", "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"}, "knowledge_version": "33c3062af9f1aee887e8950f3ec51b8f"}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 4, "critical_errors": [], "reasons": [], "proofs": []}, "judge_failure": null, "retrieval": {"strategy": "content_checkpoint", "candidate_count": 80, "candidate_coverage": null, "selected_coverage": null}}, "regrade_seconds": 1.47}
{"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. [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": "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. 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\"}]"}, {"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. Funguje iba na T5 a Bart vlastné anglické, nefunguje na gpt-j ano na mt5. Stále je tam možnosť vyskúšať vlastný slovenský BART.", "kind": "progress", "phase": "progress", "completion_basis": "source_statement", "meeting_id": "c0e57f02cb3385d9806d328381594c6c", "date": null, "date_label": "7.10:", "date_precision": "day_month", "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": null, "record_date_label": "7.10:", "section_scope": "meeting_note", "work_id": "e8837ee62ef98028969413931f683763", "end_line": 132, "assertion_schema": 2, "concepts": ["PatilSuraj", "T5", "Bart", "anglické", "gpt-j", "mt5", "slovenský BART"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Progress note documenting that PatilSuraj works on T5 and Bart for English but not GPT-J, with a plan to try a custom Slovak BART.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 5, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"PatilSuraj\", \"predicate\": \"uses\", \"object\": \"T5\", \"quote\": \"Funguje iba na T5\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"PatilSuraj\", \"predicate\": \"uses\", \"object\": \"Bart\", \"quote\": \"a Bart vlastné anglické\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"PatilSuraj\", \"predicate\": \"evaluates\", \"object\": \"gpt-j\", \"quote\": \"nefunguje na gpt-j\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"PatilSuraj\", \"predicate\": \"uses\", \"object\": \"mt5\", \"quote\": \"ano na mt5\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"slovenský BART\", \"predicate\": \"about\", \"object\": \"PatilSuraj\", \"quote\": \"vyskúšať vlastný slovenský BART\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "40ec463ce479bd78a1cd1760c840b8de", "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": 89, "work_label": "Diplomová práca 2023", "work_type": "diploma_thesis", "work_year": 2023, "text": "- Slovenský GPT model nefunguje na few shot generovanie otázok.", "kind": "progress", "phase": "progress", "completion_basis": "source_statement", "meeting_id": "8db5f4fa50d98d0ab9812681e2d934d5", "date": null, "date_label": "22.12.", "date_precision": "day_month", "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": null, "record_date_label": "22.12.", "section_scope": "meeting_note", "work_id": "e8837ee62ef98028969413931f683763", "end_line": 89, "assertion_schema": 2, "concepts": ["Slovenský GPT model", "few shot generovanie otázok"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a specific research finding regarding the failure of a Slovak GPT model for few-shot question generation.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"Slovenský GPT model\", \"predicate\": \"evaluates\", \"object\": \"few shot generovanie otázok\", \"quote\": \"Slovenský GPT model nefunguje na few shot generovanie otázok\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "1a1b614405f7f6b8a66c30fc01b6398d", "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": 158, "work_label": "Diplomový projekt 1 2022", "work_type": "diploma_project", "work_year": 2022, "text": "- Vyskúšané nasadenie Multilingual T5. Podarilo sa ho nahrať. Chyba \"index Out Of Range\".", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "9478b345fa6fc4a590faa42cffcf5b61", "date": null, "date_label": "29.6.", "date_precision": "day_month", "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": null, "record_date_label": "29.6.", "section_scope": "meeting_note", "work_id": "87ddb5c3d6cece3e338119049d6ad283", "end_line": 158, "assertion_schema": 2, "concepts": ["Multilingual T5"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documented result of an attempt to deploy a specific model.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"Multilingual T5\", \"predicate\": \"about\", \"object\": \"Multilingual T5\", \"quote\": \"Vyskúšané nasadenie Multilingual T5\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "e5e9da573007e1256982f9790a535946", "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": 157, "work_label": "Diplomový projekt 1 2022", "work_type": "diploma_project", "work_year": 2022, "text": "- Vyskúšané dosadenie slovenského GPT modelu do kódu patil-suraj. Nefunguje - nepasuje konfigurácia.", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "9478b345fa6fc4a590faa42cffcf5b61", "date": null, "date_label": "29.6.", "date_precision": "day_month", "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": null, "record_date_label": "29.6.", "section_scope": "meeting_note", "work_id": "87ddb5c3d6cece3e338119049d6ad283", "end_line": 157, "assertion_schema": 2, "concepts": ["slovenského GPT modelu", "kódu patil-suraj"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documented result of an attempt to deploy a specific model.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"slovenského GPT modelu\", \"predicate\": \"uses\", \"object\": \"kódu patil-suraj\", \"quote\": \"Vyskúšané dosadenie slovenského GPT modelu do kódu patil-suraj\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "3dacf54a4ec7b316ebb177f5d282c1a6", "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": 207, "work_label": "Diplomový projekt 1 2022", "work_type": "diploma_project", "work_year": 2022, "text": "- Vyskúšaný GPT na cloab, zatiaľ nefunguje kvôli pamäti.", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "e39151971a5d248c65026b3053a00dc4", "date": null, "date_label": "11.3.", "date_precision": "day_month", "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": null, "record_date_label": "11.3.", "section_scope": "meeting_note", "work_id": "87ddb5c3d6cece3e338119049d6ad283", "end_line": 207, "assertion_schema": 2, "concepts": ["GPT", "cloab", "pamäti"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a specific research activity (testing GPT on cloab) and its outcome (failure due to memory).", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 2, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"GPT\", \"predicate\": \"uses\", \"object\": \"cloab\", \"quote\": \"Vyskúšaný GPT na cloab\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"GPT\", \"predicate\": \"evaluates\", \"object\": \"pamäti\", \"quote\": \"zatiaľ nefunguje kvôli pamäti\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "a4e3f0b140a5c6ea36716ce13a9776fe", "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": 311, "work_label": "Bakalárska práca 2020", "work_type": "bachelor_thesis", "work_year": 2020, "text": "- Natrénovaný model wiki103 na stroji Quadro. Problém sa vyriešil vypnutím GPU pri trénovaní,", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "f5ea498261258aafe1a3f36ef2d05aa8", "date": null, "date_label": "22.2.", "date_precision": "day_month", "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": null, "record_date_label": "22.2.", "section_scope": "meeting_note", "work_id": "e176713bbf1de5a8dd38660d54d0e873", "end_line": 311, "assertion_schema": 2, "concepts": ["Natrénovaný model wiki103", "stroji Quadro", "GPU", "trénovaní"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a trained model and a technical solution involving GPU usage.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 2, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"Natrénovaný model wiki103\", \"predicate\": \"produces\", \"object\": \"stroji Quadro\", \"quote\": \"Natrénovaný model wiki103 na stroji Quadro\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"Problém\", \"predicate\": \"uses\", \"object\": \"GPU\", \"quote\": \"Problém sa vyriešil vypnutím GPU pri trénovaní\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "638a631fa249d84fa85004a2510c70c0", "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": 298, "work_label": "Bakalárska práca 2020", "work_type": "bachelor_thesis", "work_year": 2020, "text": "- Vyriešený technický problém s architektúrou modelu podľa predpokladu.", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "8b1b91c4b8c396e12eba81249e29ea89", "date": null, "date_label": "26.2.", "date_precision": "day_month", "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": null, "record_date_label": "26.2.", "section_scope": "meeting_note", "work_id": "e176713bbf1de5a8dd38660d54d0e873", "end_line": 298, "assertion_schema": 2, "concepts": ["technický problém", "architektúrou modelu"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a resolved technical problem regarding model architecture as a result.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"technický problém\", \"predicate\": \"uses\", \"object\": \"architektúrou modelu\", \"quote\": \"technický problém s architektúrou modelu\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "55e782e94607befd55ee5ec123e5d57a", "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": 312, "work_label": "Bakalárska práca 2020", "work_type": "bachelor_thesis", "work_year": 2020, "text": "- Vznikol problém pri vypracovaní https://github.com/pytorch/fairseq/blob/master/examples/roberta/commonsense_qa/README.md - Architecture mismatch. Možné riešenie - iný prepínač `-arch` pri dotrénovaní. tak aby sedel s predtrénovaním.", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "f5ea498261258aafe1a3f36ef2d05aa8", "date": null, "date_label": "22.2.", "date_precision": "day_month", "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": null, "record_date_label": "22.2.", "section_scope": "meeting_note", "work_id": "e176713bbf1de5a8dd38660d54d0e873", "end_line": 312, "assertion_schema": 2, "concepts": ["problém", "Architecture mismatch", "prepínač `-arch`", "dotrénovaní", "predtrénovaním"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a problem with architecture mismatch and a proposed solution involving a switch.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 2, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"problém\", \"predicate\": \"about\", \"object\": \"Architecture mismatch\", \"quote\": \"problém pri vypracovaní... 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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.", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "4d12a5bb45a97ed7a457885965af12c8", "date": "2020-11-13", "date_label": "13.11.2020", "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": "2020-11-13", "record_date_label": "13.11.2020", "section_scope": "meeting_note", "work_id": "2992878916dcb4e1fc966cde226f49a0", "end_line": 401, "assertion_schema": 2, "concepts": ["BERT", "tutoriáli", "illegal instruction", "ROBERTA", "extract features", "CPU"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documented evaluation of BERT tutorials and specific error analysis regarding feature extraction.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 3, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"Ondrej Megela\", \"predicate\": \"evaluates\", \"object\": \"BERT\", \"quote\": \"Vyskúšaný BERT tutoriáli\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"Ondrej Megela\", \"predicate\": \"evaluates\", \"object\": \"ROBERTA\", \"quote\": \"extract features from ROBERTA\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"illegal instruction\", \"predicate\": \"about\", \"object\": \"CPU\", \"quote\": \"problém s inštrukčnou sadou CPU\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "ddcc9f4652a6e05c830c327483fe8ec2", "person": "Ondrej Megela", "source_path": 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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. Sú tam aj excel tabuľky, ale tie nie sú extrahované.", "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": 40, "assertion_schema": 2, "concepts": ["Extrahovaný text", "pypdf", "docx", "excel tabuľky"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents the method used for text extraction and the specific tools (pypdf, docx) employed.", "annotation_policy": 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"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": 39, "assertion_schema": 2, "concepts": ["Získané dokumenty", "osnovy pre pre základné školy", "slovenčina", "matematika", "angličtina", "informatika", "fyzika", "biológia", "občianska náuka", "telesná výchova", "chémia"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents the outcome of acquiring specific educational curriculum documents for the project.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"Získané dokumenty\", \"predicate\": \"about\", \"object\": \"osnovy pre pre základné školy\", \"quote\": \"Získané dokumenty - osnovy pre pre základné školy\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["anglictina", "biologia", "chemia", "fyzika", "informatika", "matematika", "obcianska nauka", "osnovy pre pre zakladne skoly", "slovencina", "telesna vychova", "ziskane dokumenty"], "_graph_activity": "fd05422ab2cbc7fd550b2762ae818b99"}, {"id": "fc47595093e4b2dabd4cb9df392178e6", "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": 38, "work_label": "Diplomový projekt 2026", "work_type": "diploma_project", "work_year": 2026, "text": "- Preštudované materiály podľa pokynov nižšie .", "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": 38, "assertion_schema": 2, "concepts": ["Preštudované materiály", "pokynov"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a planned or ongoing task to study materials as part of the project progress.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"Ján Malinovský\", \"predicate\": \"uses\", \"object\": \"pokynov\", \"quote\": \"Preštudované materiály podľa pokynov\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["pokynov", "prestudovane materialy"], "_graph_activity": "fc47595093e4b2dabd4cb9df392178e6"}, {"id": "ffb124dc40d245352570915bdef380f3", "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": 60, "work_label": "Diplomový projekt 2026", "work_type": "diploma_project", "work_year": 2026, "text": "- *dajte zdrojové kódy na GIT*.", "kind": "plan", "phase": "planned", "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": "followup_task", "work_id": "1743804b999a9c3fdca8d30a74022249", "end_line": 60, "assertion_schema": 2, "concepts": ["zdrojové kódy", "GIT"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Explicit planned task to upload source code to a version control system.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"zdrojové kódy\", \"predicate\": \"produces\", \"object\": \"GIT\", \"quote\": \"dajte zdrojové kódy na GIT\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["git", "zdrojove kody"], "_graph_activity": "ffb124dc40d245352570915bdef380f3"}, {"id": "04f0e3f99fdbcf7d259418fbe0424215", "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": 41, "work_label": "Diplomový projekt 2026", "work_type": "diploma_project", "work_year": 2026, "text": "- Text sa rozdelí na chunky (cca 8000 znakov), vypočíta sa hash na deduplikáciu.", "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": 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", "source_path": "pages/students/2022/jan_malinovsky/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/jan_malinovsky", "line": 42, "work_label": "Diplomový projekt 2026", "work_type": "diploma_project", "work_year": 2026, "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\".", "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 using an LM to transform documents and extract educational concepts and relations.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"dokument\", \"predicate\": \"uses\", \"object\": \"LM\", \"quote\": \"Pomocou LM sa dokument transformtuje na JSON\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["depends on", "dokument", "implements", "json", "llm", "lm", "requires", "teaches", "vzdelavacie koncepty", "vztahy"], "_graph_activity": "cd37abeb8da8be92938321d50ed1a7e1"}, {"id": "0650a0c72e47de2cc0bf0d1baec220fc", "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": 43, "work_label": "Diplomový projekt 2026", "work_type": "diploma_project", "work_year": 2026, "text": "- Výsledok sa zobrazí vo forme 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, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"Výsledok\", \"predicate\": \"produces\", \"object\": \"graf\", \"quote\": \"Výsledok sa zobrazí vo forme grafu\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["vysledok"], "_graph_activity": "0650a0c72e47de2cc0bf0d1baec220fc"}], "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", "answer_coverage": {"scope": "overview", "status": "supported", "warnings": [], "limitations": []}, "graph_paths": [], "graph_relations": []}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 4, "critical_errors": [], "reasons": [], "proofs": []}, "judge_failure": null, "retrieval": {"strategy": "bounded_local_graph", "candidate_count": 37, "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": []}}}, "regrade_seconds": 3.98}
{"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": [], "proofs": []}, "judge_failure": null, "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 0, "candidate_coverage": null, "selected_coverage": null}}, "regrade_seconds": 2.0}
{"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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"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": 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, 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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": [], "proofs": []}, "judge_failure": null, "retrieval": {"strategy": "metadata_graph", "candidate_count": 1, "candidate_coverage": null, "selected_coverage": null}}, "regrade_seconds": 1.96}
{"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": [], "proofs": []}, "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}}, "regrade_seconds": 1.99}
{"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": [], "proofs": []}, "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}}, "regrade_seconds": 2.0}
{"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": false, "issues": ["judge_unavailable"], "judge": null, "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]}}}, "regrade_seconds": 18.55}
{"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": [], "proofs": []}, "judge_failure": null, "retrieval": {"strategy": "bounded_local_graph", "candidate_count": 112, "candidate_coverage": null, "selected_coverage": null}}, "regrade_seconds": 2.04}
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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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