322 lines
1.0 MiB
322 lines
1.0 MiB
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{"event": "result", "id": "C002", "engine": "graphrag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Kamil Tomčufčík. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 13.2, "answer_seconds": 7.74, "answer": {"status": "ok", "reason": null, "answer": "Kamil Tomčufčík má v dostupných podkladoch tieto práce a projekty:\n\n1. **Diplomová práca 2025** — názov v zdroji nie je uvedený.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik"], "claims": [{"person": "Kamil Tomčufčík", "year": 2025, "record_id": "thesis:pages/students/2020/kamil_tomcufcik/README.md:diplomova-praca-2025", "work_type": "diploma_thesis", "work_label": "Diplomová práca 2025"}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "4385660b9bf357b13dab9b91ddcf78516f6c3c1318c84c56f6e03ee128d0826c"}}, "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": 2, "candidate_coverage": {"matched": 1, "total": 1, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
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{"event": "result", "id": "C002", "engine": "rag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Kamil Tomčufčík. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 6.27, "answer_seconds": 1.69, "answer": {"status": "ok", "answer": "Kamil Tomčufčík má v dostupných podkladoch tieto práce a projekty:\n\n1. **Diplomová práca 2025** — názov v zdroji nie je uvedený.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik"], "claims": [{"person": "Kamil Tomčufčík", "record_id": "20d54bfc4b0d532ae110e7c6206a5920", "work_label": "Diplomová práca 2025", "work_type": "diploma_thesis", "year": 2025}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "supported", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "b3672d13134eec74b30271edb2aacb9661e799e9b7bc1cfea162201a66b48281"}}, "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": 1, "candidate_coverage": {"matched": 1, "total": 1, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
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{"event": "result", "id": "C003", "engine": "graphrag", "category": "goals", "question": "Čo bolo zadaním práce „Diplomová práca 2025“ osoby Kamil Tomčufčík? Vysvetli všetky doložené ciele, nie domnelé výsledky.", "elapsed_seconds": 57.69, "answer_seconds": 57.69, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "fulfilment", "code": "request_not_fulfilled", "request_fingerprint": "70f9cd8f768015420e21e1c9dcdd5ab479f7f51033c4523d16c116652142de3a"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "result", "id": "C003", "engine": "rag", "category": "goals", "question": "Čo bolo zadaním práce „Diplomová práca 2025“ osoby Kamil Tomčufčík? Vysvetli všetky doložené ciele, nie domnelé výsledky.", "elapsed_seconds": 87.19, "answer_seconds": 77.59, "answer": {"status": "ok", "reason": null, "answer": "**Kamil Tomčufčík — Diplomová práca 2025**\n\nZadanie a ciele:\n\n- Overiť a zlepšiť možnosti generovania jednotkových testov (zadanie)\n\n- Vypracujte prehľad veľkých jazykových modelov s podporou generovania programového kódu. (zadanie)\n\n- Vyberte vhodnú dátovú množinu a metriku na vyhodnotenie generovania kódu. (zadanie)\n\n- Navrhnite a vyhodnoťte experimenty s generovaním kódu s pomocou veľkého jazykového modelu. (zadanie)\n\n- Identifikujte slabé miesta a navrhnite zlepšenia. (zadanie)\n\nZaznamenané výsledky:\n\n- Vyhľadané modely na generovanie kódu. Nie sú vyskúšané. Codex, CodeParrot a Incoder. Na unittesty CodeT5 a AthenaTest. (zaznamenaný výsledok)\n\n- [x] Ako zistíme, že vygenerovaný kód je dobrý. (zaznamenaný výsledok)\n\n- [x] Ako zistíme, že vygenerovaný test vyhovuje špecifikácii? 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{"event": "result", "id": "C008", "engine": "graphrag", "category": "absent_work_year", "question": "Aké práce má osoba Kamil Tomčufčík evidované v roku 1997?", "elapsed_seconds": 7.44, "answer_seconds": 4.09, "answer": {"status": "no_answer", "reason": null, "answer": "Kamil Tomčufčík: v dostupných podkladoch sa nenašiel záznam práce alebo projektu z roku **1997**.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "6f1bca4695a889e5e82d8efce56c61fc1c3084b70e85f4da40e6a9949e5af11b"}}, "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}}}
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{"event": "result", "id": "C007", "engine": "graphrag", "category": "assignment_vs_record", "question": "Porovnaj zadanie práce „Diplomová práca 2025“ osoby Kamil Tomčufčík s tým, čo je pri nej zaznamenané ako stav na stretnutí 12.12.2024. Nezamieňaj plán za výsledok.", "elapsed_seconds": 40.34, "answer_seconds": 40.34, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "fulfilment", "code": "request_not_fulfilled", "request_fingerprint": "865b49dc5719fbccbe4c68127e91953e862b1af1149076560bc9054fbc5c97de"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C009", "engine": "rag"}
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{"event": "result", "id": "C009", "engine": "rag", "category": "record_identity", "question": "U osoby Vladimír Ferko uveď typ a evidovaný rok záznamu „Bakalárska práca 2024“.", "elapsed_seconds": 1.94, "answer_seconds": 1.94, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "scope", "code": "wrong_work_or_meeting", "request_fingerprint": "af44359ab30c1eb16eaa4e4ac972cde0cb7fe36f0b8fbc786f910f75dcef9ebe"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C009", "engine": "graphrag"}
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{"event": "result", "id": "C008", "engine": "rag", "category": "absent_work_year", "question": "Aké práce má osoba Kamil Tomčufčík evidované v roku 1997?", "elapsed_seconds": 4.13, "answer_seconds": 2.42, "answer": {"status": "no_answer", "answer": "Kamil Tomčufčík: požadované údaje sa v dostupných podkladoch nenašli.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2020/kamil_tomcufcik"], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "not_found", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "d2f0e59c97dcbd1ae9ecc6a26c13888c541ad6ced9924126515499f83690d3db"}}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 3, "critical_errors": [], "reasons": [], "proofs": []}, "judge_failure": null, "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 1, "candidate_coverage": null, "selected_coverage": null}}}
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{"event": "started", "id": "C010", "engine": "graphrag"}
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{"event": "result", "id": "C009", "engine": "graphrag", "category": "record_identity", "question": "U osoby Vladimír Ferko uveď typ a evidovaný rok záznamu „Bakalárska práca 2024“.", "elapsed_seconds": 8.08, "answer_seconds": 8.08, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "scope", "code": "wrong_work_or_meeting", "request_fingerprint": "a362e5e6a86dd6e8653e1c379a0bdbf6f06bb1a1922eadee332ce41ffd1ef6bb"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C010", "engine": "rag"}
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{"event": "result", "id": "C010", "engine": "rag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Vladimír Ferko. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 6.5, "answer_seconds": 1.69, "answer": {"status": "ok", "answer": "Vladimír Ferko má v dostupných podkladoch tieto práce a projekty:\n\n1. **Bakalárska práca 2024** — názov v zdroji nie je uvedený.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko"], "claims": [{"person": "Vladimír Ferko", "record_id": "e64f63014c892d0462ec959d71d8e1e3", "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "year": 2024}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "supported", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "7c7659b4df0ce078276cf3d6227cdfeefc7fa67efbf8c7924d91289771e40f5d"}}, "score": {"passed": false, "issues": ["correct", "unsupported_time"], "judge": {"correct": false, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 3, "critical_errors": ["unsupported_time"], "reasons": ["unsupported_time"], "proofs": [{"code": "unsupported_time", "answer_quote": "Bakalárska práca 2024", "source_path": "pages/students/2021/vladimir_ferko/README.md", "source_quote": "Bakalárska práca 2024"}]}, "judge_failure": null, "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 1, "candidate_coverage": {"matched": 1, "total": 1, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
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{"event": "started", "id": "C011", "engine": "rag"}
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{"event": "result", "id": "C010", "engine": "graphrag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Vladimír Ferko. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 21.13, "answer_seconds": 13.98, "answer": {"status": "ok", "reason": null, "answer": "Vladimír Ferko má v dostupných podkladoch tieto práce a projekty:\n\n1. **Bakalárska práca 2024** — **Anotácia a vyhodnotenie slovenskej databázy nenávistnej reči**.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko"], "claims": [{"person": "Vladimír Ferko", "title": "Anotácia a vyhodnotenie slovenskej databázy nenávistnej reči", "year": 2024, "record_id": "thesis:pages/students/2021/vladimir_ferko/README.md:bakalarska-praca-2024", "work_type": "bachelor_thesis", "work_label": "Bakalárska práca 2024"}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "7c79907c062003f1032021403c84347d674f8edbf895ae85f07a3d4f0991c13f"}}, "score": {"passed": false, "issues": ["correct", "unsupported_time"], "judge": {"correct": false, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 3, "critical_errors": ["unsupported_time"], "reasons": ["unsupported_time"], "proofs": [{"code": "unsupported_time", "answer_quote": "Bakalárska práca 2024", "source_path": "pages/students/2021/vladimir_ferko/README.md", "source_quote": "Bakalárska práca 2024"}]}, "judge_failure": null, "retrieval": {"strategy": "metadata_graph", "candidate_count": 2, "candidate_coverage": {"matched": 1, "total": 1, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
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{"event": "result", "id": "C011", "engine": "rag", "category": "goals", "question": "Čo bolo zadaním práce „Bakalárska práca 2024“ osoby Vladimír Ferko? Vysvetli všetky doložené ciele, nie domnelé výsledky.", "elapsed_seconds": 50.69, "answer_seconds": 31.7, "answer": {"status": "ok", "reason": null, "answer": "**Vladimír Ferko — Bakalárska práca 2024**\n\nZadanie a ciele:\n\nVladimír Ferko — Bakalárska práca 2024: zadanie a ciele: v podkladoch chýbajú doložené údaje.\n\nZaznamenané výsledky:\n\n- Natrénovaný prvý model slovakbert (zaznamenaný výsledok)\n\n- Vyskúšaný model https://huggingface.co/kinit/slovakbert-sentiment-twitter (zaznamenaný výsledok)\n\n- vypracovaný skript pre získanie dát z Reditt (zaznamenaný výsledok)\n\n- [x] Rozbehajte u seba jednoduché anotácie pomocou Prodigy. V texte označujte časti, ktoré sú urážlivé. Môžete to urobiť podľa skritpov v [odkaz neoverený] . Dáta anotujete podobne ako \"named entities\". (zaznamenaný výsledok)\n\n- [x] Aplikujte detekciu emócií na dataset. Do datasetu zaraďte 20 percent pozitívneho, 20 neutrálneho a 60 negatívneho obsahu. (zaznamenaný výsledok)\n\n- [x] Dataset premiešajte. Začnite anotovať, akýmkoľvek spôsobom. (zaznamenaný výsledok)\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko\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/2021/vladimir_ferko"], "claims": [], "evidence": [{"id": "6f5e430902876e498329650c03440c26", "person": "Vladimír Ferko", "source_path": "pages/students/2021/vladimir_ferko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko", "line": 42, "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "work_year": 2024, "text": "- Natrénovaný prvý model slovakbert", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "02d43d334a87c1965919653c876bfdcb", "date": "2024-05-10", "date_label": "10.5.2024", "date_precision": "day", "actor": "Vladimír Ferko", "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, 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(plán)\n\n- Zlepšite fitrovanie datasetu. (plán)\n\n- \"Dôveryhodní\" ľudia idú do testovacej časti (plán)\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko"], "claims": [], "evidence": [{"id": "85f9a88309671ff2937ecd0871b904cf", "person": "Vladimír Ferko", "source_path": "pages/students/2021/vladimir_ferko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko", "line": 49, "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "work_year": 2024, "text": "- Natrénujte a vyhodnoťte nové modely pre viac filtrované datasety. 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Je viac filtrovaná množina lepšia?", "kind": "plan", "phase": "planned", "completion_basis": "source_statement", "meeting_id": "02d43d334a87c1965919653c876bfdcb", "date": "2024-05-10", "date_label": "10.5.2024", "date_precision": "day", "actor": "Vladimír Ferko", "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": "2024-05-10", "record_date_label": "10.5.2024", "section_scope": "followup_task", "work_id": "e64f63014c892d0462ec959d71d8e1e3", "end_line": 55, "assertion_schema": 2, "concepts": ["Vyskúšať", "vnútornom nesúhlase", "filtrovaná množina"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Planned experiment to test a specific filtering method and evaluate its effectiveness.", "annotation_policy": "scoped-assertions-v2", 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(plán)", "source_path": "pages/students/2021/vladimir_ferko/README.md", "source_quote": "- Konvertujte úlohu na binárnu klasifikáciu."}, {"code": "unsupported_citation", "answer_quote": "- Pravidlá pre filtrovanie datsetu: (plán)", "source_path": "pages/students/2021/vladimir_ferko/README.md", "source_quote": "Pravidlá pre filtrovanie datsetu:"}, {"code": "unsupported_citation", "answer_quote": "- Máme tri hlasy ku jednému prísmevku. Na určenie triedy nám treba minimálne dva súhlasné hlasy. Ak výjde trieda neviem tak anotáciu vyradíme. Tie hlasy ktoré majú ++= tie sú plus, tieh hlasy ktorú su --=,. tie sú mínus. Ostatné príspevky zahodíme. (plán)", "source_path": "pages/students/2021/vladimir_ferko/README.md", "source_quote": "2. Máme tri hlasy ku jednému prísmevku. Na určenie triedy nám treba minimálne dva súhlasné hlasy. Ak výjde trieda neviem tak anotáciu vyradíme. Tie hlasy ktoré majú ++= tie sú plus, tieh hlasy ktorú su --=,. tie sú mínus. Ostatné príspevky zahodíme."}, {"code": "unsupported_citation", "answer_quote": "- Zlepšite fitrovanie datasetu. (plán)", "source_path": "pages/students/2021/vladimir_ferko/README.md", "source_quote": "- Zlepšite fitrovanie datasetu."}, {"code": "unsupported_citation", "answer_quote": "- \"Dôveryhodní\" ľudia idú do testovacej časti (plán)", "source_path": "pages/students/2021/vladimir_ferko/README.md", "source_quote": "1. \"Dôveryhodní\" ľudia idú do testovacej časti"}]}, "judge_failure": null, "retrieval": {"strategy": "bm25_e5_rrf_assertions", "candidate_count": 10, "candidate_coverage": {"matched": 4, "total": 4, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": {"matched": 3, "total": 4, "recall": 0.75, "all_required": false, "missing": [0]}}}}
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{"event": "result", "id": "C015", "engine": "rag", "category": "assignment_vs_record", "question": "Porovnaj zadanie práce „Bakalárska práca 2024“ osoby Vladimír Ferko s tým, čo je pri nej zaznamenané ako stav na stretnutí 10.5.2024. Nezamieňaj plán za výsledok.", "elapsed_seconds": 62.53, "answer_seconds": 62.53, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "fulfilment", "code": "request_not_fulfilled", "request_fingerprint": "99c6a377cb6a1c1e2a6492140db86ec82043acde50999568277484257aa8b67d"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "result", "id": "C016", "engine": "graphrag", "category": "absent_work_year", "question": "Aké práce má osoba Vladimír Ferko evidované v roku 1997?", "elapsed_seconds": 6.57, "answer_seconds": 4.08, "answer": {"status": "no_answer", "reason": null, "answer": "Vladimír Ferko: v dostupných podkladoch sa nenašiel záznam práce alebo projektu z roku **1997**.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "77756f60764e2a567f893121515500ec0da0563a40390074d4450602bd64ca5c"}}, "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}}}
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{"event": "started", "id": "C016", "engine": "rag"}
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{"event": "result", "id": "C016", "engine": "rag", "category": "absent_work_year", "question": "Aké práce má osoba Vladimír Ferko evidované v roku 1997?", "elapsed_seconds": 4.24, "answer_seconds": 1.65, "answer": {"status": "no_answer", "answer": "Vladimír Ferko: požadované údaje sa v dostupných podkladoch nenašli.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/vladimir_ferko"], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "not_found", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "244d21ca49e782a35f73f5f0c54a90c9670c04b5f10fb56e025261580453663b"}}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 3, "critical_errors": [], "reasons": [], "proofs": []}, "judge_failure": null, "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 1, "candidate_coverage": null, "selected_coverage": null}}}
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{"event": "started", "id": "C017", "engine": "rag"}
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{"event": "result", "id": "C017", "engine": "rag", "category": "record_identity", "question": "U osoby Dávid Omasta uveď typ a evidovaný rok záznamu „Diplomová práca 2024“.", "elapsed_seconds": 1.51, "answer_seconds": 1.51, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "scope", "code": "wrong_work_or_meeting", "request_fingerprint": "df566cba179452b6ec761abf6e11ce5d46c1b622a35eb4f704f510cc6579a05a"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C017", "engine": "graphrag"}
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{"event": "result", "id": "C017", "engine": "graphrag", "category": "record_identity", "question": "U osoby Dávid Omasta uveď typ a evidovaný rok záznamu „Diplomová práca 2024“.", "elapsed_seconds": 5.3, "answer_seconds": 5.3, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "scope", "code": "wrong_work_or_meeting", "request_fingerprint": "3e70a1633a926ed3e1c6c1b86601a587b6cd9f48b80c7b002aea56ee154548bd"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C018", "engine": "graphrag"}
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{"event": "result", "id": "C015", "engine": "graphrag", "category": "assignment_vs_record", "question": "Porovnaj zadanie práce „Bakalárska práca 2024“ osoby Vladimír Ferko s tým, čo je pri nej zaznamenané ako stav na stretnutí 10.5.2024. Nezamieňaj plán za výsledok.", "elapsed_seconds": 63.59, "answer_seconds": 63.59, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "fulfilment", "code": "request_not_fulfilled", "request_fingerprint": "7792abd4018b7799069038a5f22527dd8568f3d0fc94e341198f619f87e0df6f"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C018", "engine": "rag"}
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{"event": "result", "id": "C018", "engine": "rag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Dávid Omasta. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 12.56, "answer_seconds": 12.56, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "answer", "code": "invalid_citation", "request_fingerprint": "7c17e15c529aa03ffd61c88f72d1f13b26a5db624af0f36f1657e63f9874763d"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C019", "engine": "rag"}
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{"event": "result", "id": "C018", "engine": "graphrag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Dávid Omasta. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 40.93, "answer_seconds": 23.0, "answer": {"status": "ok", "reason": null, "answer": "Dávid Omasta má v dostupných podkladoch tieto práce a projekty:\n\n1. **Diplomová práca 2023** — **Generatívne modely slovenského jazyka**.\n2. **Diplomová práca 2024** — **Generatívne modely pre automatické odpovede na otázky v slovenskom jazyku**.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2018/david_omasta", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2018/david_omasta"], "claims": [{"person": "Dávid Omasta", "title": "Generatívne modely slovenského jazyka", "year": 2023, "record_id": "thesis:pages/students/2018/david_omasta/README.md:diplomova-praca-2023", "work_type": "diploma_thesis", "work_label": "Diplomová práca 2023"}, {"person": "Dávid Omasta", "title": "Generatívne modely pre automatické odpovede na otázky v slovenskom jazyku", "year": 2024, "record_id": "thesis:pages/students/2018/david_omasta/README.md:diplomova-praca-2024", "work_type": "diploma_thesis", "work_label": "Diplomová práca 2024"}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "b7f29e2064b5a393f42a66a99d92cf05277502914859d4687c082d0c7d4e68c5"}}, "score": {"passed": false, "issues": ["citations", "correct", "unsupported_time", "wrong_work"], "judge": {"correct": false, "coverage": true, "citations": false, "appropriate_response": true, "clarity": 3, "critical_errors": ["wrong_work", "unsupported_time"], "reasons": ["wrong_work", "unsupported_time"], "proofs": [{"code": "wrong_work", "answer_quote": "Generatívne modely slovenského jazyka", "source_path": "pages/students/2018/david_omasta/README.md", "source_quote": "Téma: Dotrénovanie slovenského generatívneho jazykového modelu."}, {"code": "unsupported_time", "answer_quote": "Diplomová práca 2023", "source_path": "pages/students/2018/david_omasta/README.md", "source_quote": "Diplomová práca 2023"}]}, "judge_failure": null, "retrieval": {"strategy": "metadata_graph", "candidate_count": 3, "candidate_coverage": {"matched": 2, "total": 2, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
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{"event": "started", "id": "C019", "engine": "graphrag"}
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{"event": "result", "id": "C019", "engine": "rag", "category": "goals", "question": "Čo bolo zadaním práce „Diplomová práca 2024“ osoby Dávid Omasta? Vysvetli všetky doložené ciele, nie domnelé výsledky.", "elapsed_seconds": 99.02, "answer_seconds": 65.74, "answer": {"status": "ok", "reason": null, "answer": "**Dávid Omasta — Diplomová práca 2024**\n\nZadanie a ciele:\n\n- Pripraviť demo. (zadanie)\n\n- Pripravť vedecký článok z DP. (zadanie)\n\nZaznamenané výsledky:\n\n- Dotrénovaný mt5-small na poľský jazyk. (zaznamenaný výsledok)\n\n- Urobené demo streamlit a Dockerfile. (zaznamenaný výsledok)\n\n- [x] Pridajte experiment s mt5 small .https://huggingface.co/google/mt5-small (zaznamenaný výsledok)\n\n- [x] zdrojáky dajte na kemt GIT (zaznamenaný výsledok)\n\n- [x] Skúste generovanie odpovedí s \"base\" modelmi na školskom servri. (zaznamenaný výsledok)\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2018/david_omasta", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2018/david_omasta"], "claims": [], "evidence": [{"id": "4397a100f166342710bbac8e87aead3b", "person": "Dávid Omasta", "source_path": "pages/students/2018/david_omasta/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2018/david_omasta", "line": 36, "work_label": "Diplomová práca 2024", "work_type": "diploma_thesis", "work_year": 2024, "text": "- Pripraviť demo.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Dávid Omasta", "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, 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{"event": "result", "id": "C023", "engine": "graphrag", "category": "assignment_vs_record", "question": "Porovnaj zadanie práce „Diplomová práca 2024“ osoby Dávid Omasta s tým, čo je pri nej zaznamenané ako stav na stretnutí 9.2.2024. Nezamieňaj plán za výsledok.", "elapsed_seconds": 33.61, "answer_seconds": 33.61, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "fulfilment", "code": "request_not_fulfilled", "request_fingerprint": "de90f3e45b9463ad64f934b1f1095144c3b27aeaad196aefc5ffb3cf6ebd3a46"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C024", "engine": "rag"}
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{"event": "result", "id": "C024", "engine": "rag", "category": "absent_work_year", "question": "Aké práce má osoba Dávid Omasta evidované v roku 1997?", "elapsed_seconds": 6.13, "answer_seconds": 1.53, "answer": {"status": "no_answer", "answer": "Dávid Omasta: požadované údaje sa v dostupných podkladoch nenašli.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2018/david_omasta", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2018/david_omasta"], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "not_found", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "508ccb001c96ab40ccc48fe26de2abef57492eb619a09dee182921f22d4dcf77"}}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 3, "critical_errors": [], "reasons": [], "proofs": []}, "judge_failure": null, "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 1, "candidate_coverage": null, "selected_coverage": null}}}
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{"event": "started", "id": "C025", "engine": "rag"}
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{"event": "result", "id": "C024", "engine": "graphrag", "category": "absent_work_year", "question": "Aké práce má osoba Dávid Omasta evidované v roku 1997?", "elapsed_seconds": 8.03, "answer_seconds": 5.58, "answer": {"status": "no_answer", "reason": null, "answer": "Dávid Omasta: v dostupných podkladoch sa nenašiel záznam práce alebo projektu z roku **1997**.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "135f87a3775553236d5a71e58e83fc20333b869105327f779962df18f2868c0f"}}, "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}}}
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{"event": "started", "id": "C025", "engine": "graphrag"}
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{"event": "result", "id": "C025", "engine": "rag", "category": "record_identity", "question": "U osoby Matej Ščišľak uveď typ a evidovaný rok záznamu „Bakalárska práca 2024“.", "elapsed_seconds": 3.02, "answer_seconds": 3.02, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "scope", "code": "wrong_work_or_meeting", "request_fingerprint": "9817ffbd759ab19997a4ebc5c6ee86e8482bf9d687a91851002cb45e29f7e703"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C026", "engine": "graphrag"}
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{"event": "result", "id": "C025", "engine": "graphrag", "category": "record_identity", "question": "U osoby Matej Ščišľak uveď typ a evidovaný rok záznamu „Bakalárska práca 2024“.", "elapsed_seconds": 9.89, "answer_seconds": 9.89, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "scope", "code": "wrong_work_or_meeting", "request_fingerprint": "21abb9ffd01fab89d9b8cd5d198348f35d67b6f50869cdb529d2f0f459057273"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C026", "engine": "rag"}
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{"event": "result", "id": "C026", "engine": "rag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Matej Ščišľak. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 21.66, "answer_seconds": 1.69, "answer": {"status": "ok", "answer": "Matej Ščišľak má v dostupných podkladoch tieto práce a projekty:\n\n1. **Bakalárska práca 2024** — **Dialógový systém pre potreby samosprávy**.\n2. **Diplomový projekt 1 2025** — názov v zdroji nie je uvedený.\n3. **Diplomová práca 2026** — **Znalostné grafy pre zlepšenie vyhľadávania právnych informácií**.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"], "claims": [{"person": "Matej Ščišľak", "record_id": "06aa16eeb321f7535d8eb15661a646af", "work_label": "Diplomová práca 2026", "work_type": "diploma_thesis", "title": "Znalostné grafy pre zlepšenie vyhľadávania právnych informácií", "year": 2026}, {"person": "Matej Ščišľak", "record_id": "0ba282222da13763f66b9a3e27352c2f", "work_label": "Diplomový projekt 1 2025", "work_type": "diploma_project", "year": 2025}, {"person": "Matej Ščišľak", "record_id": "82d85863db04940616e090bac0c2dc03", "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "title": "Dialógový systém pre potreby samosprávy", "year": 2024}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "supported", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "9457593a39d1abc2dbf51b288e3d0947b26bbdc473d9d7e0036c6d0b748f7604"}}, "score": {"passed": false, "issues": ["judge_unavailable"], "judge": null, "judge_failure": "schema_or_json", "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 1, "candidate_coverage": {"matched": 1, "total": 3, "recall": 0.3333333333333333, "all_required": false, "missing": [1, 2]}, "selected_coverage": null}}}
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{"event": "result", "id": "C026", "engine": "graphrag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Matej Ščišľak. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 34.67, "answer_seconds": 14.0, "answer": {"status": "ok", "reason": null, "answer": "Matej Ščišľak má v dostupných podkladoch tieto práce a projekty:\n\n1. **Bakalárska práca 2024** — **Dialógový systém pre potreby samosprávy**.\n2. **Diplomový projekt 1 2025** — názov v zdroji nie je uvedený.\n3. **Diplomová práca 2026** — **Znalostné grafy pre zlepšenie vyhľadávania právnych informácií**.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"], "claims": [{"person": "Matej Ščišľak", "title": "Dialógový systém pre potreby samosprávy", "year": 2024, "record_id": "thesis:pages/students/2021/matej_scislak/README.md:bakalarska-praca-2024", "work_type": "bachelor_thesis", "work_label": "Bakalárska práca 2024"}, {"person": "Matej Ščišľak", "title": "Znalostné grafy pre zlepšenie vyhľadávania právnych informácií.", "year": 2026, "record_id": "thesis:pages/students/2021/matej_scislak/README.md:diplomova-praca-2026", "work_type": "diploma_thesis", "work_label": "Diplomová práca 2026"}, {"person": "Matej Ščišľak", "year": 2025, "record_id": "work:pages/students/2021/matej_scislak/README.md:diplomovy-projekt-1-2025", "work_type": "diploma_project", "work_label": "Diplomový projekt 1 2025"}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "0c8e98459a3eeb5898fc4af8ccac9d90fe9acef5cb866f4ade7832223d6b3fbb"}}, "score": {"passed": false, "issues": ["judge_unavailable"], "judge": null, "judge_failure": "schema_or_json", "retrieval": {"strategy": "metadata_graph", "candidate_count": 4, "candidate_coverage": {"matched": 3, "total": 3, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
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{"event": "result", "id": "C027", "engine": "rag", "category": "goals", "question": "Čo bolo zadaním práce „Bakalárska práca 2024“ osoby Matej Ščišľak? Vysvetli všetky doložené ciele, nie domnelé výsledky.", "elapsed_seconds": 110.27, "answer_seconds": 82.84, "answer": {"status": "ok", "reason": null, "answer": "**Matej Ščišľak — Bakalárska práca 2024**\n\nZadanie a ciele:\n\n- Vypracujte teroretický úvod do modelovania dialógu a povedzte aké metódy sa aktuálne používajú. (zadanie)\n\n- Navrhnite a vytvorte dialógový systém v slovenskom jazyku pre úlohu komunikácie občana s mestom. (zadanie)\n\n- Vykonajte sadu experimentov a dialógovým systémom. (zadanie)\n\n- Vyhodnoťte experimenty a identifikujte miesta pre zlepšenie. (zadanie)\n\nZaznamenané výsledky:\n\n- Vyriešený problem týkajúci sa SLOTov. Bola potrebná osobnitná funkcia submit. (zaznamenaný výsledok)\n\n- Vyriešený problém s Policy - problém bol asi na strane Stories. (zaznamenaný výsledok)\n\n- [x] Preštudujte si, ako integrovať veľké jazykové modely s RASA. Veľké jazykové modely sú ChatGPT alebo BARD. Na ChatGPT máte k dispozícici študentské kredity cez Azure Dev Tools for Teaching. (zaznamenaný výsledok)\n\n- [x] Pozrite si stránku https://www.esluzbykosice.sk/. Vyberte niekoľko vzorových problémov a ku nim implementuje asistenta na ich riešenie. Napríklad, občan chce zaplatiť za odvoz odpadu a nevie čo má robiť. Alebo občan si kúpil psa a nevie aké má povinnosti. (zaznamenaný výsledok)\n\n- [x] Integrovať Vašu bázu pravidiel s kolegom Šarišským. Spraviť z toho jedného bota. (zaznamenaný výsledok)\n\n- [x] Zistite si ako pracujú veľké jazykové modely LLM a napíšte si o tom poznámky. (zaznamenaný výsledok)\n\n- [x] Nainštalujte si Anaconda. Do Anaconda prostredia si nainštalujte RASA. (zaznamenaný výsledok)\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"], "claims": [], "evidence": [{"id": "1994a7d836d2d02cad56ef3b29ff9220", "person": "Matej Ščišľak", "source_path": "pages/students/2021/matej_scislak/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak", "line": 131, "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "work_year": 2024, "text": "1. 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Veľké jazykové modely sú ChatGPT alebo BARD. 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Vyberte niekoľko vzorových problémov a ku nim implementuje asistenta na ich riešenie. Napríklad, občan chce zaplatiť za odvoz odpadu a nevie čo má robiť. 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Napríklad, občan chce zaplatiť za odvoz odpadu a nevie čo má robiť. Alebo občan si kúpil psa a nevie aké má povinnosti."}, {"code": "wrong_status", "answer_quote": "- [x] Integrovať Vašu bázu pravidiel s kolegom Šarišským. Spraviť z toho jedného bota. (zaznamenaný výsledok)", "source_path": "pages/students/2021/matej_scislak/README.md", "source_quote": "- [x] Integrovať Vašu bázu pravidiel s kolegom Šarišským. Spraviť z toho jedného bota."}, {"code": "wrong_status", "answer_quote": "- [x] Zistite si ako pracujú veľké jazykové modely LLM a napíšte si o tom poznámky. (zaznamenaný výsledok)", "source_path": "pages/students/2021/matej_scislak/README.md", "source_quote": "- [x] Zistite si ako pracujú veľké jazykové modely LLM a napíšte si o tom poznámky."}, {"code": "wrong_status", "answer_quote": "- [x] Nainštalujte si Anaconda. Do Anaconda prostredia si nainštalujte RASA. 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{"event": "result", "id": "C028", "engine": "rag", "category": "dated_state", "question": "Ako vyzeral zaznamenaný stav osoby Matej Ščišľak pri práci „Bakalárska práca 2024“ na stretnutí 16.2.2024?", "elapsed_seconds": 42.37, "answer_seconds": 27.62, "answer": {"status": "ok", "reason": null, "answer": "**Matej Ščišľak — Bakalárska práca 2024**\n\nPodľa zápisu zo stretnutia 2024-02-16:\n\nPriebeh a zaznamenané ťažkosti: Pridali sa pravidlá pre bežného používateľa v rámci doménových pravidiel. [1] Implementované boli pravidlá pre slovenské mená a ulice. [1] Zlepšilo sa rozpoznávanie IČO a rodného čísla. 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{"event": "result", "id": "C029", "engine": "rag", "category": "dated_plans", "question": "Aké ďalšie úlohy mala osoba Matej Ščišľak pri práci „Bakalárska práca 2024“ podľa zápisu 16.2.2024? Rozlišuj ich od hotovej práce.", "elapsed_seconds": 41.34, "answer_seconds": 29.37, "answer": {"status": "ok", "reason": null, "answer": "**Matej Ščišľak — Bakalárska práca 2024**\n\nPlánované úlohy (dátum záznamu: 2024-02-16): Má pridať testovacie scenáre vytvorené neznalou osobou a vyhodnotiť chatbota, aby sa zistila jeho schopnosť rozpoznávať intenty a problematické entity. [1] Má pracovať na zlepšení rozpoznávania firiem a priezvisk, pričom sa navrhuje využiť obchodný register. [1] Má implementovať možnosť využiť chatbot alebo inú službu na generovanie odpovedí. [1] Má pokračovať v písaní práce a zlepšiť časť týkajúcu sa rozpoznávania intentov a spomínaných entít. [1]\n\nZdroje: [1](https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak)\n\n[1]: https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"], "claims": [], "evidence": [{"id": "48b9c55bfada08d1a03d662a98f535f6", "person": "Matej Ščišľak", "source_path": "pages/students/2021/matej_scislak/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak", "line": 167, "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "work_year": 2024, "text": "- Pridajte testovacie scenáre vytvorené 3. neznalým človekom a vyhodnotte chatbota. Chceme vedieť, aký dobrý je pri rozpoznávaní intentov, a ktoré intenty a entity sú problematické. 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{"event": "result", "id": "C029", "engine": "graphrag", "category": "dated_plans", "question": "Aké ďalšie úlohy mala osoba Matej Ščišľak pri práci „Bakalárska práca 2024“ podľa zápisu 16.2.2024? Rozlišuj ich od hotovej práce.", "elapsed_seconds": 50.48, "answer_seconds": 42.22, "answer": {"status": "ok", "reason": null, "answer": "**Matej Ščišľak — Bakalárska práca 2024**\n\nPlánované úlohy (dátum záznamu: 2024-02-16): Má pridať testovacie scenáre vytvorené neznalým človekom a vyhodnotiť chatbota, aby sa zistila jeho schopnosť rozpoznávať intenty a problematické entity. [1] Má pracovať na zlepšení rozpoznávania firiem a priezvisk, pričom sa navrhuje využiť obchodný register. [1] Má implementovať možnosť využiť chatgpt alebo inú službu na generovanie odpovede. [1] Má pokračovať v písaní práce a zlepšiť časť týkajúcu sa rozpoznávania intentov a spomenutých entít. [1]\n\nZdroje: [1](https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak)\n\n[1]: https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"], "claims": [], "evidence": [{"id": "48b9c55bfada08d1a03d662a98f535f6", "person": "Matej Ščišľak", "source_path": "pages/students/2021/matej_scislak/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak", "line": 167, "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "work_year": 2024, "text": "- Pridajte testovacie scenáre vytvorené 3. neznalým človekom a vyhodnotte chatbota. Chceme vedieť, aký dobrý je pri rozpoznávaní intentov, a ktoré intenty a entity sú problematické. 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{"event": "result", "id": "C031", "engine": "graphrag", "category": "assignment_vs_record", "question": "Porovnaj zadanie práce „Bakalárska práca 2024“ osoby Matej Ščišľak s tým, čo je pri nej zaznamenané ako stav na stretnutí 16.2.2024. Nezamieňaj plán za výsledok.", "elapsed_seconds": 37.46, "answer_seconds": 37.46, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "fulfilment", "code": "request_not_fulfilled", "request_fingerprint": "edb21d8b1d31d1e9096582118a20030cf747f946ddccee98882fa30213aa05be"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "result", "id": "C031", "engine": "rag", "category": "assignment_vs_record", "question": "Porovnaj zadanie práce „Bakalárska práca 2024“ osoby Matej Ščišľak s tým, čo je pri nej zaznamenané ako stav na stretnutí 16.2.2024. Nezamieňaj plán za výsledok.", "elapsed_seconds": 40.62, "answer_seconds": 40.62, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "fulfilment", "code": "request_not_fulfilled", "request_fingerprint": "872e0b175eb069c2f4d0bf7f89a8d0af0ef284d6e1a651da04d2574bc6d91a35"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C032", "engine": "rag"}
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{"event": "result", "id": "C032", "engine": "rag", "category": "absent_work_year", "question": "Aké práce má osoba Matej Ščišľak evidované v roku 1997?", "elapsed_seconds": 7.46, "answer_seconds": 1.94, "answer": {"status": "no_answer", "answer": "Matej Ščišľak: požadované údaje sa v dostupných podkladoch nenašli.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/matej_scislak"], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "not_found", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "b4cc92679ff0e6d0031431e7e0caffea2376068233fcb85e5151fdb54edc14d1"}}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 3, "critical_errors": [], "reasons": [], "proofs": []}, "judge_failure": null, "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 1, "candidate_coverage": null, "selected_coverage": null}}}
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{"event": "result", "id": "C032", "engine": "graphrag", "category": "absent_work_year", "question": "Aké práce má osoba Matej Ščišľak evidované v roku 1997?", "elapsed_seconds": 9.0, "answer_seconds": 5.69, "answer": {"status": "no_answer", "reason": null, "answer": "Matej Ščišľak: v dostupných podkladoch sa nenašiel záznam práce alebo projektu z roku **1997**.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "9353b3aaf32af5b4cce06206e19dcc571742fbf134d9ba95f4b291bf4f7614d2"}}, "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}}}
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{"event": "started", "id": "C033", "engine": "graphrag"}
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{"event": "result", "id": "C033", "engine": "rag", "category": "record_identity", "question": "U osoby Yevhenii Leonov uveď typ a evidovaný rok záznamu „Bakalárska práca 2025“.", "elapsed_seconds": 3.1, "answer_seconds": 3.1, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "scope", "code": "wrong_work_or_meeting", "request_fingerprint": "20998da90b31479cbb52deed9c295f506ff7f0ad2ced6e67c99fbb040f108431"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "result", "id": "C033", "engine": "graphrag", "category": "record_identity", "question": "U osoby Yevhenii Leonov uveď typ a evidovaný rok záznamu „Bakalárska práca 2025“.", "elapsed_seconds": 9.31, "answer_seconds": 9.31, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "scope", "code": "wrong_work_or_meeting", "request_fingerprint": "c03cd06974d8a3e12ed0585aac192112b2a435ae0d19d324e504c896e3fb37a5"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C034", "engine": "rag"}
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{"event": "result", "id": "C034", "engine": "graphrag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Yevhenii Leonov. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 19.22, "answer_seconds": 11.45, "answer": {"status": "ok", "reason": null, "answer": "Yevhenii Leonov má v dostupných podkladoch tieto práce a projekty:\n\n1. **Vedecký projekt 2024** (Výskumný projekt) — **RAG: Generovanie jazyka s pomocou vyhľadávania -Retrieval augmented generation**.\n2. **Bakalárska práca 2025** — **Vyhodnotenie generovania slovenského jazyka s pomocou vyhľadávania**.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov"], "claims": [{"person": "Yevhenii Leonov", "title": "Vyhodnotenie generovania slovenského jazyka s pomocou vyhľadávania", "year": 2025, "record_id": "thesis:pages/students/2022/yevhenii_leonov/README.md:bakalarska-praca-2025", "work_type": "bachelor_thesis", "work_label": "Bakalárska práca 2025"}, {"person": "Yevhenii Leonov", "title": "RAG: Generovanie jazyka s pomocou vyhľadávania -Retrieval augmented generation", "year": 2024, "record_id": "work:pages/students/2022/yevhenii_leonov/README.md:vedecky-projekt-2024", "work_type": "research_project", "work_label": "Vedecký projekt 2024"}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "2f8663448f89a473c3bb8f36b90cc7b781ff42b2c68c8a4676589391aaafc4aa"}}, "score": {"passed": false, "issues": ["citations", "correct", "unsupported_number", "unsupported_time"], "judge": {"correct": false, "coverage": true, "citations": false, "appropriate_response": true, "clarity": 3, "critical_errors": ["unsupported_time", "unsupported_number"], "reasons": ["unsupported_time", "unsupported_number"], "proofs": [{"code": "unsupported_time", "answer_quote": "Vedecký projekt 2024", "source_path": "pages/students/2022/yevhenii_leonov/README.md", "source_quote": "Vedecký projekt 2024"}, {"code": "unsupported_number", "answer_quote": "Vedecký projekt 2024", "source_path": "pages/students/2022/yevhenii_leonov/README.md", "source_quote": "Vedecký projekt 2024"}]}, "judge_failure": null, "retrieval": {"strategy": "metadata_graph", "candidate_count": 3, "candidate_coverage": {"matched": 2, "total": 2, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
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{"event": "started", "id": "C035", "engine": "rag"}
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{"event": "result", "id": "C034", "engine": "rag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Yevhenii Leonov. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 23.58, "answer_seconds": 1.8, "answer": {"status": "ok", "answer": "Yevhenii Leonov má v dostupných podkladoch tieto práce a projekty:\n\n1. **Vedecký projekt 2024** (Výskumný projekt) — názov v zdroji nie je uvedený.\n2. **Bakalárska práca 2025** — **Vyhodnotenie generovania slovenského jazyka s pomocou vyhľadávania**.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov"], "claims": [{"person": "Yevhenii Leonov", "record_id": "1495f4eaef45d0d5201990b73971a8c1", "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "title": "Vyhodnotenie generovania slovenského jazyka s pomocou vyhľadávania", "year": 2025}, {"person": "Yevhenii Leonov", "record_id": "af28e0c7d24c9d221c686f894387ab46", "work_label": "Vedecký projekt 2024", "work_type": "research_project", "year": 2024}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "supported", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "067059e5c153f2a6c6aa6e21451f90909acd0b9c8682061494c3aa9a9a632df6"}}, "score": {"passed": false, "issues": ["citations", "correct", "unsupported_number", "unsupported_time"], "judge": {"correct": false, "coverage": true, "citations": false, "appropriate_response": true, "clarity": 3, "critical_errors": ["unsupported_time", "unsupported_number"], "reasons": ["unsupported_time", "unsupported_number"], "proofs": [{"code": "unsupported_time", "answer_quote": "Vedecký projekt 2024", "source_path": "pages/students/2022/yevhenii_leonov/README.md", "source_quote": "Vedecký projekt 2024"}, {"code": "unsupported_number", "answer_quote": "Vedecký projekt 2024", "source_path": "pages/students/2022/yevhenii_leonov/README.md", "source_quote": "Vedecký projekt 2024"}]}, "judge_failure": null, "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 1, "candidate_coverage": {"matched": 1, "total": 2, "recall": 0.5, "all_required": false, "missing": [1]}, "selected_coverage": null}}}
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{"event": "started", "id": "C035", "engine": "graphrag"}
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{"event": "result", "id": "C035", "engine": "rag", "category": "goals", "question": "Čo bolo zadaním práce „Bakalárska práca 2025“ osoby Yevhenii Leonov? Vysvetli všetky doložené ciele, nie domnelé výsledky.", "elapsed_seconds": 55.01, "answer_seconds": 38.56, "answer": {"status": "ok", "reason": null, "answer": "**Yevhenii Leonov — Bakalárska práca 2025**\n\nZadanie a ciele:\n\nYevhenii Leonov — Bakalárska práca 2025: zadanie a ciele: v podkladoch chýbajú doložené údaje.\n\nZaznamenané výsledky:\n\n- Vyriešené Závislosti projektu - cez Anaconda (zaznamenaný výsledok)\n\n- Nainštalovaný a vyskúšaný systém od p. Poiasnika. (zaznamenaný výsledok)\n\n- Práca na úlohách z minulého stretnutia, vyskúšaný RAGAS. (zaznamenaný výsledok)\n\n- Urobené poznámky na tému RAG (zaznamenaný výsledok)\n\n- [x] Budeme využívať systém RAGAS. Nainštalujte si ho a vyskúšajte. Optimálne použite systém Anaconda-Linux. V anaconda využívajte virtuálne prostredia. (zaznamenaný výsledok)\n\n- [x] Naštudujte dokumentáciu a články https://docs.ragas.io/en/stable/index.html (zaznamenaný výsledok)\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov"], "claims": [], "evidence": [{"id": "92e1011e7d929a176e6c1093c45e2f0a", "person": "Yevhenii Leonov", "source_path": "pages/students/2022/yevhenii_leonov/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov", "line": 39, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- Vyriešené Závislosti projektu - cez Anaconda", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "99aa0f3ae7b7e2adbee99f156e7142fa", "date": "2025-02-04", "date_label": "4.2.2025", "date_precision": "day", "actor": "Yevhenii Leonov", "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": "2025-02-04", "record_date_label": "4.2.2025", "section_scope": "meeting_note", "work_id": "1495f4eaef45d0d5201990b73971a8c1", "end_line": 39, "assertion_schema": 2, "concepts": ["Vyriešené Závislosti projektu", "Anaconda"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a completed technical task involving a specific tool (Anaconda) for project dependencies.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"Vyriešené Závislosti projektu\", \"predicate\": \"uses\", \"object\": \"Anaconda\", \"quote\": \"Vyriešené Závislosti projektu - cez Anaconda\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "ec418d25ea5456d79feb289f00579bb5", "person": "Yevhenii Leonov", "source_path": "pages/students/2022/yevhenii_leonov/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov", "line": 53, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- Nainštalovaný a vyskúšaný systém od p. 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{"event": "result", "id": "C036", "engine": "graphrag", "category": "dated_state", "question": "Ako vyzeral zaznamenaný stav osoby Yevhenii Leonov pri práci „Bakalárska práca 2025“ na stretnutí 4.2.2025?", "elapsed_seconds": 55.99, "answer_seconds": 46.14, "answer": {"status": "ok", "reason": null, "answer": "**Yevhenii Leonov — Bakalárska práca 2025**\n\nPodľa zápisu zo stretnutia 2025-02-04:\n\nVýsledky: Závislosti projektu boli vyriešené prostredníctvom Anacondy. [1]\n\nPriebeh a zaznamenané ťažkosti: Pri hodnotení relevantnosti odpovedí bol využitý OpenAI token. [1] Boli pripravené testovacie otázky a prepojené s RAG systémom Poiasnik. 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{"event": "result", "id": "C039", "engine": "rag", "category": "assignment_vs_record", "question": "Porovnaj zadanie práce „Bakalárska práca 2025“ osoby Yevhenii Leonov s tým, čo je pri nej zaznamenané ako stav na stretnutí 4.2.2025. Nezamieňaj plán za výsledok.", "elapsed_seconds": 43.22, "answer_seconds": 43.22, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "fulfilment", "code": "request_not_fulfilled", "request_fingerprint": "9d09bf1de3a795b0999120f0d1d53b0fad0c361621aa34e07b31f61fc219b1e7"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C040", "engine": "graphrag"}
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{"event": "result", "id": "C040", "engine": "graphrag", "category": "absent_work_year", "question": "Aké práce má osoba Yevhenii Leonov evidované v roku 1997?", "elapsed_seconds": 6.69, "answer_seconds": 4.08, "answer": {"status": "no_answer", "reason": null, "answer": "Yevhenii Leonov: v dostupných podkladoch sa nenašiel záznam práce alebo projektu z roku **1997**.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "90cae90e9630edaf366cc0e93ca3061f9738f790161cc359083a5e3a4b413be7"}}, "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}}}
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{"event": "started", "id": "C040", "engine": "rag"}
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{"event": "result", "id": "C040", "engine": "rag", "category": "absent_work_year", "question": "Aké práce má osoba Yevhenii Leonov evidované v roku 1997?", "elapsed_seconds": 4.28, "answer_seconds": 1.76, "answer": {"status": "no_answer", "answer": "Yevhenii Leonov: požadované údaje sa v dostupných podkladoch nenašli.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/yevhenii_leonov"], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "not_found", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "eb39492d8f0ab8a2cee73112da47e42b8c84119c0300ac25514f7aef51973800"}}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 3, "critical_errors": [], "reasons": [], "proofs": []}, "judge_failure": null, "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 1, "candidate_coverage": null, "selected_coverage": null}}}
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{"event": "started", "id": "C041", "engine": "rag"}
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{"event": "result", "id": "C041", "engine": "rag", "category": "record_identity", "question": "U osoby Serhii Yemets uveď typ a evidovaný rok záznamu „Bakalárska práca 2025“.", "elapsed_seconds": 1.54, "answer_seconds": 1.54, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "scope", "code": "wrong_work_or_meeting", "request_fingerprint": "7e4abcd74aceee1b9970bdea9af2078f91d863ed9e3752df7ca2c97fd29bdab7"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C041", "engine": "graphrag"}
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{"event": "result", "id": "C041", "engine": "graphrag", "category": "record_identity", "question": "U osoby Serhii Yemets uveď typ a evidovaný rok záznamu „Bakalárska práca 2025“.", "elapsed_seconds": 6.13, "answer_seconds": 6.13, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "scope", "code": "wrong_work_or_meeting", "request_fingerprint": "22ddb6a34f509f28734bc307ef84aea5f22eb47ab39d4b184492b3b1e5b6f8ce"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C042", "engine": "graphrag"}
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{"event": "result", "id": "C039", "engine": "graphrag", "category": "assignment_vs_record", "question": "Porovnaj zadanie práce „Bakalárska práca 2025“ osoby Yevhenii Leonov s tým, čo je pri nej zaznamenané ako stav na stretnutí 4.2.2025. Nezamieňaj plán za výsledok.", "elapsed_seconds": 59.78, "answer_seconds": 59.78, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "fulfilment", "code": "request_not_fulfilled", "request_fingerprint": "dba2cd7edb1982d54b8518d856de5147488346687aacb8b9bfbad1db6f761bbf"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C042", "engine": "rag"}
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{"event": "result", "id": "C042", "engine": "rag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Serhii Yemets. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 5.23, "answer_seconds": 1.77, "answer": {"status": "ok", "answer": "Serhii Yemets má v dostupných podkladoch tieto práce a projekty:\n\n1. **Bakalárska práca 2025** — názov v zdroji nie je uvedený.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets"], "claims": [{"person": "Serhii Yemets", "record_id": "c656b30ff6de3c82f70132d6e8ad10ff", "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "year": 2025}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "supported", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "f92e809c2ba9393a8e7809fb4b37cb490e0173bc1b07a6980db0e8be5154d69a"}}, "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": 1, "candidate_coverage": {"matched": 1, "total": 1, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
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{"event": "started", "id": "C043", "engine": "rag"}
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{"event": "result", "id": "C042", "engine": "graphrag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Serhii Yemets. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 13.73, "answer_seconds": 12.61, "answer": {"status": "ok", "reason": null, "answer": "Serhii Yemets má v dostupných podkladoch tieto práce a projekty:\n\n1. **Bakalárska práca 2025** — názov v zdroji nie je uvedený.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets"], "claims": [{"person": "Serhii Yemets", "year": 2025, "record_id": "thesis:pages/students/2022/serhii_yemets/README.md:bakalarska-praca-2025", "work_type": "bachelor_thesis", "work_label": "Bakalárska práca 2025"}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "63a410a77c49e9cf645ecd4f28aa33a2b231fef41c18e284745f9d6bd5ff3513"}}, "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": 2, "candidate_coverage": {"matched": 1, "total": 1, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
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{"event": "started", "id": "C043", "engine": "graphrag"}
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{"event": "result", "id": "C043", "engine": "rag", "category": "goals", "question": "Čo bolo zadaním práce „Bakalárska práca 2025“ osoby Serhii Yemets? Vysvetli všetky doložené ciele, nie domnelé výsledky.", "elapsed_seconds": 79.56, "answer_seconds": 64.76, "answer": {"status": "ok", "reason": null, "answer": "**Serhii Yemets — Bakalárska práca 2025**\n\nZadanie a ciele:\n\n- Zlepšenie slovenského modelu pre rozpoznávanie pomenovaných entít. (zadanie)\n\n- Vypracovanie webového dema (zadanie)\n\n- Využitie modelu v nejakej zaujímavej úlohe (chatbot alebo právne texty). (zadanie)\n\n- Napíšte prehľad neurónových modelov vhodných pre rozpoznávanie pomenovaných entít v slovenskom jazku. (zadanie)\n\n- Napíšte prehľad existujúcich dátových množín, vhodných na trénovanie modelu pre rozpoznávanie pomenovaných entít. (zadanie)\n\n- Vyberte vhodný model, dátovú množinu a natrénujte a vyhodnoťte model. (zadanie)\n\n- Vytvorte webové demo pre rozpoznávanie pomenovaných entít. (zadanie)\n\n- Identifikujte spôsoby možného zlepšenia natrénovaného modelu pre rozpoznávanie pomenovaných entít. (zadanie)\n\nZaznamenané výsledky:\n\n- [x] Pokračujte v písaní BP. Stručne (max. 1.5 strany) vysvetlite ako funguje transformer. Na google scholar nájdite vedecké články o NER a napíšte čo ste sa z nich dozvedeli. Aké majú výsledky a aké metódy používaju? (zaznamenaný výsledok)\n\n- spojené datasety: wikiann a conll2003. Pomohlo to. Dosiahli sme 0.9 na SLovak BERT. (zaznamenaný výsledok)\n\n- Urobené Web DEMO. (zaznamenaný výsledok)\n\n- Vyskúšané a naštudované veci podľa pokynov, (zaznamenaný výsledok)\n\n- [x] Nainštalujte si knižnicu Huggingface Transformers. Oboznámte sa s ňou. Zistite, ako sa trénuje model NER pomocou takejto knižnice. (zaznamenaný výsledok)\n\n- [x] Naštudujte korpusy s [NER pre slovenský jazyk](https://github.com/slovak-nlp/resources). Napíšte ich zoznam. Ku každému napíšte veľkosť (počet viet, slov) a druhy pomenovaných entít. (zaznamenaný výsledok)\n\n- [x] Prejdite si tutoriál https://huggingface.co/docs/transformers/en/tasks/token_classification (zaznamenaný výsledok)\n\n- [x] Zistite čo je to rozpoznávanie pomenovaných entít (named entity recognition) a napíšte o tom správu. (zaznamenaný výsledok)\n\n- [x] Zopakujte si základy jazyka Python \"Dive into Python 3\". Nainštalujte si prostredie Anaconda. (zaznamenaný výsledok)\n\n- [x] Oboznámte sa s knižnicou Spacy a vyskúšajte si skripty v https://github.com/hladek/spacy-skmodel (zaznamenaný výsledok)\n\n- [x] Zistite, aké modely a jazykové zdroje sú dostupné pre túto úlohy pre slovenský jazyk https://github.com/slovak-nlp/resources (zaznamenaný výsledok)\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets"], "claims": [], "evidence": [{"id": "cf1affa292c0cf72cbe12ba0fcd5435a", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 17, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- Zlepšenie slovenského modelu pre rozpoznávanie pomenovaných entít.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": 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null, "section_scope": "work", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 21, "assertion_schema": 2, "concepts": ["webového dema"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a planned task to create a web demo.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"webového dema\", \"predicate\": \"produces\", \"object\": \"webového dema\", \"quote\": \"Vypracovanie webového dema\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "fff4882eb947da97b3fc12ed702d1610", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 22, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- Využitie modelu v nejakej zaujímavej úlohe (chatbot alebo právne texty).", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Serhii Yemets", "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": null, "section_scope": "work", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 22, "assertion_schema": 2, "concepts": ["modelu", "chatbot", "právne texty"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a planned task to utilize the model in specific applications like chatbots or legal texts.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 2, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"modelu\", \"predicate\": \"uses\", \"object\": \"chatbot\", \"quote\": \"Využitie modelu v nejakej zaujímavej úlohe (chatbot alebo právne texty)\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"modelu\", \"predicate\": \"uses\", \"object\": \"právne texty\", \"quote\": \"Využitie modelu v nejakej zaujímavej úlohe (chatbot alebo právne texty)\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "4bee8636738f9b38b1dd45c64d24b005", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 26, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "1. Napíšte prehľad neurónových modelov vhodných pre rozpoznávanie pomenovaných entít v slovenskom jazku.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Serhii Yemets", "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": null, "section_scope": "work", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 26, "assertion_schema": 2, "concepts": ["neurónových modelov", "rozpoznávanie pomenovaných entít", "slovenskom jazku"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents an assigned task to review neural models for named entity recognition in Slovak.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"neurónových modelov\", \"predicate\": \"about\", \"object\": \"rozpoznávanie pomenovaných entít\", \"quote\": \"prehľad neurónových modelov vhodných pre rozpoznávanie pomenovaných entít v slovenskom jazku\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "b2a56b2e35b35d60181c76c21160fb4e", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 27, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "2. Napíšte prehľad existujúcich dátových množín, vhodných na trénovanie modelu pre rozpoznávanie pomenovaných entít.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Serhii Yemets", "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": null, "section_scope": "work", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 27, "assertion_schema": 2, "concepts": ["dátových množín", "trénovanie modelu", "rozpoznávanie pomenovaných entít"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents an assigned task to review existing datasets for training named entity recognition models.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"dátových množín\", \"predicate\": \"about\", \"object\": \"trénovanie modelu\", \"quote\": \"prehľad existujúcich dátových množín, vhodných na trénovanie modelu pre rozpoznávanie pomenovaných entít\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "30435cb8daeaaaa777726a5730f49713", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 28, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "3. Vyberte vhodný model, dátovú množinu a natrénujte a vyhodnoťte model.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Serhii Yemets", "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": null, "section_scope": "work", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 28, "assertion_schema": 2, "concepts": ["model", "dátovú množinu", "natrénujte", "vyhodnoťte model"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents assigned tasks to select, train, and evaluate a model and dataset.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"model\", \"predicate\": \"produces\", \"object\": \"model\", \"quote\": \"Vyberte vhodný model, dátovú množinu a natrénujte a vyhodnoťte model\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "4872bd65df044c98d1162697de06ccab", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 29, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "4. Vytvorte webové demo pre rozpoznávanie pomenovaných entít.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Serhii Yemets", "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": null, "section_scope": "work", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 29, "assertion_schema": 2, "concepts": ["webové demo", "rozpoznávanie pomenovaných entít"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Explicit assignment to create a web demo for named entity recognition.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"webové demo\", \"predicate\": \"about\", \"object\": \"rozpoznávanie pomenovaných entít\", \"quote\": \"Vytvorte webové demo pre rozpoznávanie pomenovaných entít.\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "2958bd5685b4cc1d3736b71edcb49617", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 30, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "5. Identifikujte spôsoby možného zlepšenia natrénovaného modelu pre rozpoznávanie pomenovaných entít.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Serhii Yemets", "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": null, "section_scope": "work", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 30, "assertion_schema": 2, "concepts": ["spôsoby možného zlepšenia", "rozpoznávanie pomenovaných entít"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Explicit assignment to identify ways to improve a trained model for named entity recognition.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 1, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"spôsoby možného zlepšenia\", \"predicate\": \"about\", \"object\": \"natrénovaný model\", \"quote\": \"Identifikujte spôsoby možného zlepšenia natrénovaného modelu pre rozpoznávanie pomenovaných entít.\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "b7a5eaf83aade96749094a1ebc89d6ea", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 104, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- [x] Pokračujte v písaní BP. Stručne (max. 1.5 strany) vysvetlite ako funguje transformer. Na google scholar nájdite vedecké články o NER a napíšte čo ste sa z nich dozvedeli. Aké majú výsledky a aké metódy používaju?", "kind": "result", "phase": "result", "completion_basis": "checked_task", "meeting_id": "c8e86539523b21caacd9db119d8c16ba", "date": "2024-10-30", "date_label": "30.10.2024", "date_precision": "day", "actor": "Serhii Yemets", "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": "2024-10-30", "record_date_label": "30.10.2024", "section_scope": "followup_task", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 104, "assertion_schema": 2, "concepts": ["transformer", "NER", "vedecké články"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a completed task to explain transformers, find scientific articles on NER, and summarize methods and results.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"vedecké články\", \"predicate\": \"about\", \"object\": \"NER\", \"quote\": \"Na google scholar nájdite vedecké články o NER\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "6196c966acc5b84918433e0da19ee99c", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 36, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- spojené datasety: wikiann a conll2003. Pomohlo to. Dosiahli sme 0.9 na SLovak BERT.", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "eb15dd2baf6ed6b1945b7cdd15380505", "date": "2025-03-28", "date_label": "28.3.2025", "date_precision": "day", "actor": "Serhii Yemets", "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": "2025-03-28", "record_date_label": "28.3.2025", "section_scope": "meeting_note", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 36, "assertion_schema": 2, "concepts": ["wikiann", "conll2003", "SLovak BERT", "0.9"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documented result regarding dataset usage and model performance metrics.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"wikiann\", \"predicate\": \"uses\", \"object\": \"SLovak BERT\", \"quote\": \"spojené datasety: wikiann a conll2003. Pomohlo to. Dosiahli sme 0.9 na SLovak BERT.\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "43701516e356235ee73b2771a59c65d5", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 54, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- Urobené Web DEMO.", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "847e61aaca5f75c2469688f5dcfe4079", "date": "2025-03-21", "date_label": "21.3.2025", "date_precision": "day", "actor": "Serhii Yemets", "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": "2025-03-21", "record_date_label": "21.3.2025", "section_scope": "meeting_note", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 54, "assertion_schema": 2, "concepts": ["Web DEMO"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a completed result (Web DEMO) of the research work.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 0, "uncertain_relations": 0, "rejected_relations_json": "[]"}, {"id": "c6b3d00d83de2a7d40219003fe317162", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 97, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- Vyskúšané a naštudované veci podľa pokynov,", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "c8e86539523b21caacd9db119d8c16ba", "date": "2024-10-30", "date_label": "30.10.2024", "date_precision": "day", "actor": "Serhii Yemets", "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": "2024-10-30", "record_date_label": "30.10.2024", "section_scope": "meeting_note", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 97, "assertion_schema": 2, "concepts": ["veci", "pokynov"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a result involving trying and studying items based on instructions.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"veci\", \"predicate\": \"uses\", \"object\": \"pokynov\", \"quote\": \"Vyskúšané a naštudované veci podľa pokynov,\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "19f43963e3f04b6fa7d3e30f22a6c935", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 122, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- [x] Nainštalujte si knižnicu Huggingface Transformers. Oboznámte sa s ňou. Zistite, ako sa trénuje model NER pomocou takejto knižnice.", "kind": "result", "phase": "result", "completion_basis": "checked_task", "meeting_id": "4d261e772732599f5bb795e0b64305de", "date": null, "date_label": "Stretnutie 20.5.20204", "date_precision": "unknown", "actor": "Serhii Yemets", "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": "Stretnutie 20.5.20204", "section_scope": "followup_task", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 122, "assertion_schema": 2, "concepts": ["knižnicu Huggingface Transformers", "model NER"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Completed preparatory task to install Huggingface Transformers and investigate NER model training.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"knižnicu Huggingface Transformers\", \"predicate\": \"uses\", \"object\": \"model NER\", \"quote\": \"Zistite, ako sa trénuje model NER pomocou takejto knižnice\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "be564b184cd1a528621fb3dd87475c0d", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 102, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- [x] Naštudujte korpusy s [NER pre slovenský jazyk](https://github.com/slovak-nlp/resources). Napíšte ich zoznam. 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(zadanie)\n\n- Identifikujte spôsoby možného zlepšenia natrénovaného modelu pre rozpoznávanie pomenovaných entít. (zadanie)\n\nZaznamenané výsledky:\n\n- [x] Pokračujte v písaní BP. Stručne (max. 1.5 strany) vysvetlite ako funguje transformer. Na google scholar nájdite vedecké články o NER a napíšte čo ste sa z nich dozvedeli. Aké majú výsledky a aké metódy používaju? (zaznamenaný výsledok)\n\n- spojené datasety: wikiann a conll2003. Pomohlo to. Dosiahli sme 0.9 na SLovak BERT. (zaznamenaný výsledok)\n\n- Urobené Web DEMO. (zaznamenaný výsledok)\n\n- Vyskúšané a naštudované veci podľa pokynov, (zaznamenaný výsledok)\n\n- [x] Nainštalujte si knižnicu Huggingface Transformers. Oboznámte sa s ňou. Zistite, ako sa trénuje model NER pomocou takejto knižnice. (zaznamenaný výsledok)\n\n- [x] Naštudujte korpusy s [NER pre slovenský jazyk](https://github.com/slovak-nlp/resources). Napíšte ich zoznam. Ku každému napíšte veľkosť (počet viet, slov) a druhy pomenovaných entít. 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"https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 22, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- Využitie modelu v nejakej zaujímavej úlohe (chatbot alebo právne texty).", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Serhii Yemets", "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": null, "section_scope": "work", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 22, "assertion_schema": 2, "concepts": ["modelu", "chatbot", "právne texty"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a planned task to utilize the model in specific applications like chatbots or legal texts.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 2, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"modelu\", \"predicate\": \"uses\", \"object\": \"chatbot\", \"quote\": \"Využitie modelu v nejakej zaujímavej úlohe (chatbot alebo právne texty)\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"modelu\", \"predicate\": \"uses\", \"object\": \"právne texty\", \"quote\": \"Využitie modelu v nejakej zaujímavej úlohe (chatbot alebo právne texty)\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["chatbot", "modelu", "pravne texty"], "_graph_activity": "fff4882eb947da97b3fc12ed702d1610"}, {"id": "4bee8636738f9b38b1dd45c64d24b005", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 26, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "1. Napíšte prehľad neurónových modelov vhodných pre rozpoznávanie pomenovaných entít v slovenskom jazku.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Serhii Yemets", "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": null, "section_scope": "work", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 26, "assertion_schema": 2, "concepts": ["neurónových modelov", "rozpoznávanie pomenovaných entít", "slovenskom jazku"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents an assigned task to review neural models for named entity recognition in Slovak.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"neurónových modelov\", \"predicate\": \"about\", \"object\": \"rozpoznávanie pomenovaných entít\", \"quote\": \"prehľad neurónových modelov vhodných pre rozpoznávanie pomenovaných entít v slovenskom jazku\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["ner", "neuronovych modelov", "slovenskom jazku"], "_graph_activity": "4bee8636738f9b38b1dd45c64d24b005"}, {"id": "b2a56b2e35b35d60181c76c21160fb4e", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 27, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "2. Napíšte prehľad existujúcich dátových množín, vhodných na trénovanie modelu pre rozpoznávanie pomenovaných entít.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Serhii Yemets", "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": null, "section_scope": "work", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 27, "assertion_schema": 2, "concepts": ["dátových množín", "trénovanie modelu", "rozpoznávanie pomenovaných entít"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents an assigned task to review existing datasets for training named entity recognition models.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"dátových množín\", \"predicate\": \"about\", \"object\": \"trénovanie modelu\", \"quote\": \"prehľad existujúcich dátových množín, vhodných na trénovanie modelu pre rozpoznávanie pomenovaných entít\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["datovych mnozin", "ner", "trenovanie modelu"], "_graph_activity": "b2a56b2e35b35d60181c76c21160fb4e"}, {"id": "30435cb8daeaaaa777726a5730f49713", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 28, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "3. Vyberte vhodný model, dátovú množinu a natrénujte a vyhodnoťte model.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Serhii Yemets", "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": null, "section_scope": "work", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 28, "assertion_schema": 2, "concepts": ["model", "dátovú množinu", "natrénujte", "vyhodnoťte model"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents assigned tasks to select, train, and evaluate a model and dataset.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"model\", \"predicate\": \"produces\", \"object\": \"model\", \"quote\": \"Vyberte vhodný model, dátovú množinu a natrénujte a vyhodnoťte model\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["datovu mnozinu", "model", "natrenujte", "vyhodnotte model"], "_graph_activity": "30435cb8daeaaaa777726a5730f49713"}, {"id": "4872bd65df044c98d1162697de06ccab", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 29, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "4. Vytvorte webové demo pre rozpoznávanie pomenovaných entít.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Serhii Yemets", "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": null, "section_scope": "work", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 29, "assertion_schema": 2, "concepts": ["webové demo", "rozpoznávanie pomenovaných entít"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Explicit assignment to create a web demo for named entity recognition.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"webové demo\", \"predicate\": \"about\", \"object\": \"rozpoznávanie pomenovaných entít\", \"quote\": \"Vytvorte webové demo pre rozpoznávanie pomenovaných entít.\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["ner", "webove demo"], "_graph_activity": "4872bd65df044c98d1162697de06ccab"}, {"id": "2958bd5685b4cc1d3736b71edcb49617", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 30, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "5. Identifikujte spôsoby možného zlepšenia natrénovaného modelu pre rozpoznávanie pomenovaných entít.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Serhii Yemets", "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": null, "section_scope": "work", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 30, "assertion_schema": 2, "concepts": ["spôsoby možného zlepšenia", "rozpoznávanie pomenovaných entít"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Explicit assignment to identify ways to improve a trained model for named entity recognition.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 1, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"spôsoby možného zlepšenia\", \"predicate\": \"about\", \"object\": \"natrénovaný model\", \"quote\": \"Identifikujte spôsoby možného zlepšenia natrénovaného modelu pre rozpoznávanie pomenovaných entít.\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["ner", "sposoby mozneho zlepsenia"], "_graph_activity": "2958bd5685b4cc1d3736b71edcb49617"}, {"id": "b7a5eaf83aade96749094a1ebc89d6ea", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 104, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- [x] Pokračujte v písaní BP. Stručne (max. 1.5 strany) vysvetlite ako funguje transformer. Na google scholar nájdite vedecké články o NER a napíšte čo ste sa z nich dozvedeli. Aké majú výsledky a aké metódy používaju?", "kind": "result", "phase": "result", "completion_basis": "checked_task", "meeting_id": "c8e86539523b21caacd9db119d8c16ba", "date": "2024-10-30", "date_label": "30.10.2024", "date_precision": "day", "actor": "Serhii Yemets", "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": "2024-10-30", "record_date_label": "30.10.2024", "section_scope": "followup_task", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 104, "assertion_schema": 2, "concepts": ["transformer", "NER", "vedecké články"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a completed task to explain transformers, find scientific articles on NER, and summarize methods and results.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"vedecké články\", \"predicate\": \"about\", \"object\": \"NER\", \"quote\": \"Na google scholar nájdite vedecké články o NER\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["ner", "transformer", "vedecke clanky"], "_graph_activity": "b7a5eaf83aade96749094a1ebc89d6ea"}, {"id": "6196c966acc5b84918433e0da19ee99c", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 36, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- spojené datasety: wikiann a conll2003. Pomohlo to. Dosiahli sme 0.9 na SLovak BERT.", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "eb15dd2baf6ed6b1945b7cdd15380505", "date": "2025-03-28", "date_label": "28.3.2025", "date_precision": "day", "actor": "Serhii Yemets", "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": "2025-03-28", "record_date_label": "28.3.2025", "section_scope": "meeting_note", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 36, "assertion_schema": 2, "concepts": ["wikiann", "conll2003", "SLovak BERT", "0.9"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documented result regarding dataset usage and model performance metrics.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"wikiann\", \"predicate\": \"uses\", \"object\": \"SLovak BERT\", \"quote\": \"spojené datasety: wikiann a conll2003. Pomohlo to. Dosiahli sme 0.9 na SLovak BERT.\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["0 9", "conll2003", "slovak bert", "wikiann"], "_graph_activity": "6196c966acc5b84918433e0da19ee99c"}, {"id": "43701516e356235ee73b2771a59c65d5", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 54, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- Urobené Web DEMO.", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "847e61aaca5f75c2469688f5dcfe4079", "date": "2025-03-21", "date_label": "21.3.2025", "date_precision": "day", "actor": "Serhii Yemets", "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": "2025-03-21", "record_date_label": "21.3.2025", "section_scope": "meeting_note", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 54, "assertion_schema": 2, "concepts": ["Web DEMO"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a completed result (Web DEMO) of the research work.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 0, "uncertain_relations": 0, "rejected_relations_json": "[]", "_graph_keys": ["web demo"], "_graph_activity": "43701516e356235ee73b2771a59c65d5"}, {"id": "c6b3d00d83de2a7d40219003fe317162", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 97, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- Vyskúšané a naštudované veci podľa pokynov,", "kind": "result", "phase": "result", "completion_basis": "source_statement", "meeting_id": "c8e86539523b21caacd9db119d8c16ba", "date": "2024-10-30", "date_label": "30.10.2024", "date_precision": "day", "actor": "Serhii Yemets", "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": "2024-10-30", "record_date_label": "30.10.2024", "section_scope": "meeting_note", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 97, "assertion_schema": 2, "concepts": ["veci", "pokynov"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a result involving trying and studying items based on instructions.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"veci\", \"predicate\": \"uses\", \"object\": \"pokynov\", \"quote\": \"Vyskúšané a naštudované veci podľa pokynov,\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["pokynov", "veci"], "_graph_activity": "c6b3d00d83de2a7d40219003fe317162"}, {"id": "19f43963e3f04b6fa7d3e30f22a6c935", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 122, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- [x] Nainštalujte si knižnicu Huggingface Transformers. Oboznámte sa s ňou. Zistite, ako sa trénuje model NER pomocou takejto knižnice.", "kind": "result", "phase": "result", "completion_basis": "checked_task", "meeting_id": "4d261e772732599f5bb795e0b64305de", "date": null, "date_label": "Stretnutie 20.5.20204", "date_precision": "unknown", "actor": "Serhii Yemets", "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": "Stretnutie 20.5.20204", "section_scope": "followup_task", "work_id": "c656b30ff6de3c82f70132d6e8ad10ff", "end_line": 122, "assertion_schema": 2, "concepts": ["knižnicu Huggingface Transformers", "model NER"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Completed preparatory task to install Huggingface Transformers and investigate NER model training.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"knižnicu Huggingface Transformers\", \"predicate\": \"uses\", \"object\": \"model NER\", \"quote\": \"Zistite, ako sa trénuje model NER pomocou takejto knižnice\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["kniznicu huggingface transformers", "model ner"], "_graph_activity": "19f43963e3f04b6fa7d3e30f22a6c935"}, {"id": "be564b184cd1a528621fb3dd87475c0d", "person": "Serhii Yemets", "source_path": "pages/students/2022/serhii_yemets/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/serhii_yemets", "line": 102, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- [x] Naštudujte korpusy s [NER pre slovenský jazyk](https://github.com/slovak-nlp/resources). Napíšte ich zoznam. 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{"event": "result", "id": "C045", "engine": "rag", "category": "dated_plans", "question": "Aké ďalšie úlohy mala osoba Serhii Yemets pri práci „Bakalárska práca 2025“ podľa zápisu 28.3.2025? Rozlišuj ich od hotovej práce.", "elapsed_seconds": 34.02, "answer_seconds": 29.85, "answer": {"status": "ok", "reason": null, "answer": "**Serhii Yemets — Bakalárska práca 2025**\n\nPlánované úlohy (dátum záznamu: 2025-03-28): Má zverejniť model v spolupráci s vedúcim a pripraviť k nemu krátky opis výcviku a dosiahnutých výsledkov. [1] Má skúsiť zlepšiť model. [1] Má definovať a zlepšiť štruktúru práce tak, aby postupovala od všeobecného ku konkrétnemu a kapitoly boli konzistentné s názvom. [1] Má prezentovať spôsob splnenia zadania, zlepšiť jazykovú úroveň a dôsledne používať jednotnú terminológiu. 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{"event": "result", "id": "C045", "engine": "graphrag", "category": "dated_plans", "question": "Aké ďalšie úlohy mala osoba Serhii Yemets pri práci „Bakalárska práca 2025“ podľa zápisu 28.3.2025? Rozlišuj ich od hotovej práce.", "elapsed_seconds": 28.31, "answer_seconds": 26.43, "answer": {"status": "ok", "reason": null, "answer": "**Serhii Yemets — Bakalárska práca 2025**\n\nPlánované úlohy (dátum záznamu: 2025-03-28): Má zverejniť model v spolupráci s vedúcim a pripraviť k nemu krátky opis výcviku a dosiahnutých výsledkov. [1] Má skúsiť zlepšiť model. [1] Má definovať a zlepšiť štruktúru práce tak, aby postupovala od všeobecného ku konkrétnemu a kapitoly boli konzistentné s názvom. [1] Má prezentovať spôsob splnenia zadania, zlepšiť jazykovú úroveň a dôsledne používať jednotnú terminológiu. 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{"event": "result", "id": "C050", "engine": "rag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Artur Hyrenko. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 6.36, "answer_seconds": 1.62, "answer": {"status": "ok", "answer": "Artur Hyrenko má v dostupných podkladoch tieto práce a projekty:\n\n1. **Diplomová práca 2026** — **Zvýšenie bezpečnosti veľkých jazykových modelov**.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"], "claims": [{"person": "Artur Hyrenko", "record_id": "67dfc05af1580a330fc0cc6b21570ee1", "work_label": "Diplomová práca 2026", "work_type": "diploma_thesis", "title": "Zvýšenie bezpečnosti veľkých jazykových modelov", "year": 2026}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "supported", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "dec090311178a0bf0ddb4b410fb13074ce117ceae593586158de2193aeccee7c"}}, "score": {"passed": false, "issues": ["correct", "unsupported_time"], "judge": {"correct": false, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 3, "critical_errors": ["unsupported_time"], "reasons": ["unsupported_time"], "proofs": [{"code": "unsupported_time", "answer_quote": "Diplomová práca 2026", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_quote": "Diplomová práca 2026"}]}, "judge_failure": null, "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 1, "candidate_coverage": {"matched": 1, "total": 1, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
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{"event": "result", "id": "C050", "engine": "graphrag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Artur Hyrenko. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 22.64, "answer_seconds": 13.07, "answer": {"status": "ok", "reason": null, "answer": "Artur Hyrenko má v dostupných podkladoch tieto práce a projekty:\n\n1. **Diplomová práca 2026** — **Zvýšenie bezpečnosti veľkých jazykových modelov**.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"], "claims": [{"person": "Artur Hyrenko", "title": "Zvýšenie bezpečnosti veľkých jazykových modelov", "year": 2026, "record_id": "thesis:pages/students/2021/artur_hyrenko/README.md:diplomova-praca-2026", "work_type": "diploma_thesis", "work_label": "Diplomová práca 2026"}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "cdacf0fa4281a40055b9c2c42130ead32a1d5cbd5292293c75ca9253c582c10f"}}, "score": {"passed": false, "issues": ["correct", "unsupported_time"], "judge": {"correct": false, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 3, "critical_errors": ["unsupported_time"], "reasons": ["unsupported_time"], "proofs": [{"code": "unsupported_time", "answer_quote": "Diplomová práca 2026", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_quote": "Diplomová práca 2026"}]}, "judge_failure": null, "retrieval": {"strategy": "metadata_graph", "candidate_count": 2, "candidate_coverage": {"matched": 1, "total": 1, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
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{"event": "result", "id": "C051", "engine": "rag", "category": "goals", "question": "Čo bolo zadaním práce „Diplomová práca 2026“ osoby Artur Hyrenko? Vysvetli všetky doložené ciele, nie domnelé výsledky.", "elapsed_seconds": 164.22, "answer_seconds": 97.39, "answer": {"status": "ok", "reason": null, "answer": "**Artur Hyrenko — Diplomová práca 2026**\n\nZadanie a ciele:\n\n- Vypracujte prehľad súčasného stavu výskumu v oblasti zvyšovania bezpečnosti veľkých jazykových modelov, vrátane identifikácie známych bezpečnostných problémov a spôsobov ich vyhodnotenia. (zadanie)\n\n- Vyberte vhodnú trénovaciu sadu a zarovnajte vybraný jazykový model s cieľom zvýšiť jeho bezpečnosť. (zadanie)\n\n- Vyberte vhodnú testovaciu sadu a vyhodnoťte bezpečnosť viacerých modelov, vrátane zarovnaného modelu. (zadanie)\n\n- Na základe experimentov predložte konkrétne odporúčania pre ďalšie zlepšenia bezpečnosti modelov v slovenskom jazyku. (zadanie)\n\n- Vyhodnotenie jazykových modelov (zadanie)\n\n- (pre bezpečnostné problémy) (zadanie)\n\n- Možné ciele: (zadanie)\n\n- Zistiť, či sú súčasné jazykové modely bezpečné. Aké problémy obsahujú? Menia bezpečnostné vlastnosti na základe jazyka? (zadanie)\n\n- Vyhodnotiť viacero jazykových modelov vo viacerých jazykoch. (zadanie)\n\n- Navrhnúť zlepšenia na zvýšenie bezpečnosti. (zadanie)\n\nArtur Hyrenko — Diplomová práca 2026: zdroj tieto body označuje ako možné/navrhované ciele, nie ako potvrdené splnené výsledky.\n\nZaznamenané výsledky:\n\n- Sú vyhodnotené modely LLama, Qwen, Gemma. (zaznamenaný výsledok)\n\n- [x] Napíšte poznámky o tom ako funguje model typu GPT, napr. LLAMA alebo DeepSeek. Napíšte ako sa trénuje - čo na to potrebujeme a v akých fázach to prebieha. Napíšte aj odkazy na odbornú literatúru. (zaznamenaný výsledok)\n\n- Dotrénovaný Slovak Mistral - DPO aj SFT (zaznamenaný výsledok)\n\n- Vyskúšané modely (mistral, openchat) pre generovanie nebezpečných odpovedí a pre detekciu nebezpečných promptov. (zaznamenaný výsledok)\n\n- Vyskúšané LM (cez ollama, aj API) Python (in progress). (zaznamenaný výsledok)\n\n- [x] Ako číselne vyhodnotiť \"nebezpečnosť modelu\"? Prečítajte si články. Aké sú metriky? Aké sú databázy? (zaznamenaný výsledok)\n\n- [x] Nájsť alebo natrénovať model pre detekciu nebezpečných promptov a nebezpečných odpovedí. (zaznamenaný výsledok)\n\n- [x] Vybrať vhodný model pre potlačenie nebezpečných odpovedí pomocou DPO. Ako hodnotenie poslúži datababáza nebezpečných promptov, alebo iný model alebo aj náhodná hodnota. (zaznamenaný výsledok)\n\n- [x] Číselne porovnajte nebezpečnosť viacerých modelov. llama, gemma, qwen gpt-oss, Výsledky dajte do tabuľky. (zaznamenaný výsledok)\n\n- [x] pozrite si databázy PKU-Alignment/PKU-SafeRLHF alebo aurora-m/adversarial-prompts . Vyhľadajte iné databázy. (zaznamenaný výsledok)\n\n- [x] Vyskúšajte LLM s týmito databázami. Ako sa bydú správať? (zaznamenaný výsledok)\n\n- [x] Oboznámte sa s pojmom LLM alignment. Ako upravíme správanie jazykového modelu pomocou reinformcement learning? (zaznamenaný výsledok)\n\n- [x] Pokračujte v štúdiu Python, Anaconda, Transformers, dive into deep learning. (zaznamenaný výsledok)\n\n- [x] Zisite ako prebieha dotrénovanie pomocou PEFT-LORA a napíšte o tom poznáky, (zaznamenaný výsledok)\n\n- [x] Zistite ako prebieha dotrénovanie typu reinforcement learning a napíšte o tom poznámky. (zaznamenaný výsledok)\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"], "claims": [], "evidence": [{"id": "da8896938d96bee1155afde64d937f2d", "person": "Artur Hyrenko", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko", "line": 19, "work_label": "Diplomová práca 2026", "work_type": "diploma_thesis", "work_year": 2026, "text": "1. 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(zaznamenaný výsledok)", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_quote": "- Sú vyhodnotené modely LLama, Qwen, Gemma."}, {"code": "unsupported_time", "answer_quote": "Napíšte poznámky o tom ako funguje model typu GPT, napr. LLAMA alebo DeepSeek. Napíšte ako sa trénuje - čo na to potrebujeme a v akých fázach to prebieha. Napíšte aj odkazy na odbornú literatúru. (zaznamenaný výsledok)", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_quote": "- [x] Napíšte poznámky o tom ako funguje model typu GPT, napr. LLAMA alebo DeepSeek. Napíšte ako sa trénuje - čo na to potrebujeme a v akých fázach to prebieha. Napíšte aj odkazy na odbornú literatúru."}, {"code": "unsupported_time", "answer_quote": "Dotrénovaný Slovak Mistral - DPO aj SFT (zaznamenaný výsledok)", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_quote": "- Dotrénovaný Slovak Mistral - DPO aj SFT"}, {"code": "unsupported_time", "answer_quote": "Vyskúšané modely (mistral, openchat) pre generovanie nebezpečných odpovedí a pre detekciu nebezpečných promptov. (zaznamenaný výsledok)", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_quote": "- Vyskúšané modely (mistral, openchat) pre generovanie nebezpečných odpovedí a pre detekciu nebezpečných promptov."}, {"code": "unsupported_time", "answer_quote": "Vyskúšané LM (cez ollama, aj API) Python (in progress). (zaznamenaný výsledok)", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_quote": "- Vyskúšané LM (cez ollama, aj API) Python (in progress)."}, {"code": "unsupported_time", "answer_quote": "Ako číselne vyhodnotiť \"nebezpečnosť modelu\"? Prečítajte si články. Aké sú metriky? Aké sú databázy? (zaznamenaný výsledok)", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_quote": "- [x] Ako číselne vyhodnotiť \"nebezpečnosť modelu\"? Prečítajte si články. Aké sú metriky? Aké sú databázy?"}, {"code": "unsupported_time", "answer_quote": "Nájsť alebo natrénovať model pre detekciu nebezpečných promptov a nebezpečných odpovedí. (zaznamenaný výsledok)", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_quote": "- [x] Nájsť alebo natrénovať model pre detekciu nebezpečných promptov a nebezpečných odpovedí."}, {"code": "unsupported_time", "answer_quote": "Vybrať vhodný model pre potlačenie nebezpečných odpovedí pomocou DPO. Ako hodnotenie poslúži datababáza nebezpečných promptov, alebo iný model alebo aj náhodná hodnota. (zaznamenaný výsledok)", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_quote": "- [x] Vybrať vhodný model pre potlačenie nebezpečných odpovedí pomocou DPO. Ako hodnotenie poslúži datababáza nebezpečných promptov, alebo iný model alebo aj náhodná hodnota."}, {"code": "unsupported_time", "answer_quote": "Číselne porovnajte nebezpečnosť viacerých modelov. llama, gemma, qwen gpt-oss, Výsledky dajte do tabuľky. (zaznamenaný výsledok)", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_quote": "- [x] Číselne porovnajte nebezpečnosť viacerých modelov. llama, gemma, qwen gpt-oss, Výsledky dajte do tabuľky."}, {"code": "unsupported_time", "answer_quote": "pozrite si databázy PKU-Alignment/PKU-SafeRLHF alebo aurora-m/adversarial-prompts . Vyhľadajte iné databázy. (zaznamenaný výsledok)", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_quote": "- [x] pozrite si databázy PKU-Alignment/PKU-SafeRLHF alebo aurora-m/adversarial-prompts . Vyhľadajte iné databázy."}, {"code": "unsupported_time", "answer_quote": "Vyskúšajte LLM s týmito databázami. Ako sa bydú správať? (zaznamenaný výsledok)", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_quote": "- [x] Vyskúšajte LLM s týmito databázami. Ako sa bydú správať?"}, {"code": "unsupported_time", "answer_quote": "Oboznámte sa s pojmom LLM alignment. Ako upravíme správanie jazykového modelu pomocou reinformcement learning? (zaznamenaný výsledok)", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_quote": "- [x] Oboznámte sa s pojmom LLM alignment. Ako upravíme správanie jazykového modelu pomocou reinformcement learning?"}]}, "judge_failure": null, "retrieval": {"strategy": "bm25_e5_rrf_assertions", "candidate_count": 99, "candidate_coverage": {"matched": 7, "total": 7, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": {"matched": 7, "total": 7, "recall": 1.0, "all_required": true, "missing": []}}}}
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{"event": "result", "id": "C052", "engine": "graphrag", "category": "dated_state", "question": "Ako vyzeral zaznamenaný stav osoby Artur Hyrenko pri práci „Diplomová práca 2026“ na stretnutí 19.12.2025?", "elapsed_seconds": 14.96, "answer_seconds": 11.35, "answer": {"status": "ok", "reason": null, "answer": "**Artur Hyrenko — Diplomová práca 2026**\nDátum požadovaného stretnutia: 2025-12-19.\n\n- Priebežný stav: Nie je progress\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"], "claims": [], "evidence": [{"id": "f8f8a728fdf8853900c7252495bfba11", "person": "Artur Hyrenko", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko", "line": 51, "work_label": "Diplomová práca 2026", "work_type": "diploma_thesis", "work_year": 2026, "text": "Stretnutie 19.12.2025", "kind": "meeting", "phase": "unknown", "date": "2025-12-19", "date_label": "19.12.2025", "date_precision": "day", "meeting_id": "62f3075d52d7554a5976583484aec3d3", "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": "2025-12-19", "record_date_label": "19.12.2025", "section_scope": "meeting_note", "work_id": "67dfc05af1580a330fc0cc6b21570ee1", "end_line": 51, "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": "9c3046e4cf3f307a7ab688175a86e2c4", "person": "Artur Hyrenko", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko", "line": 55, "work_label": "Diplomová práca 2026", "work_type": "diploma_thesis", "work_year": 2026, "text": "- Nie je progress", "kind": "progress", "phase": "progress", "completion_basis": "source_statement", "meeting_id": "62f3075d52d7554a5976583484aec3d3", "date": "2025-12-19", "date_label": "19.12.2025", "date_precision": "day", "actor": "Artur Hyrenko", "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": "2025-12-19", "record_date_label": "19.12.2025", "section_scope": "meeting_note", "work_id": "67dfc05af1580a330fc0cc6b21570ee1", "end_line": 55, "assertion_schema": 2, "concepts": ["progress"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documentation of the current status (lack of progress) regarding the thesis work.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"Nie je\", \"predicate\": \"evaluates\", \"object\": \"progress\", \"quote\": \"Nie je progress\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["progress"], "_graph_activity": "9c3046e4cf3f307a7ab688175a86e2c4"}], "synthesis": {"status": "fallback", "reason": "exhaustive_claim"}, "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": "9440b8501af042b871e40de3fdce8899", "answer_coverage": {"scope": "overview", "status": "supported", "warnings": [], "limitations": []}, "graph_paths": [], "graph_relations": [], "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "be64c36264186231b4a9491f5179165fceaf23347d9980d0024bd18807c5142b"}}, "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": 5, "candidate_coverage": {"matched": 2, "total": 2, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": {"matched": 2, "total": 2, "recall": 1.0, "all_required": true, "missing": []}}}}
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{"event": "result", "id": "C052", "engine": "rag", "category": "dated_state", "question": "Ako vyzeral zaznamenaný stav osoby Artur Hyrenko pri práci „Diplomová práca 2026“ na stretnutí 19.12.2025?", "elapsed_seconds": 17.6, "answer_seconds": 13.95, "answer": {"status": "ok", "reason": null, "answer": "**Artur Hyrenko — Diplomová práca 2026**\nDátum požadovaného stretnutia: 2025-12-19.\n\n- Priebežný stav: Nie je progress\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"], "claims": [], "evidence": [{"id": "f8f8a728fdf8853900c7252495bfba11", "person": "Artur Hyrenko", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko", "line": 51, "work_label": "Diplomová práca 2026", "work_type": "diploma_thesis", "work_year": 2026, "text": "Stretnutie 19.12.2025", "kind": "meeting", "phase": "unknown", "date": "2025-12-19", "date_label": "19.12.2025", "date_precision": "day", "meeting_id": "62f3075d52d7554a5976583484aec3d3", "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": "2025-12-19", "record_date_label": "19.12.2025", "section_scope": "meeting_note", "work_id": "67dfc05af1580a330fc0cc6b21570ee1", "end_line": 51, "assertion_schema": 2, "concepts": [], "relations": [], "annotation_status": "structural", "annotation_reason": "Literal structural, role, reference or lifecycle record", "annotation_policy": "scoped-assertions-v2"}, {"id": "9c3046e4cf3f307a7ab688175a86e2c4", "person": "Artur Hyrenko", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko", "line": 55, "work_label": "Diplomová práca 2026", "work_type": "diploma_thesis", "work_year": 2026, "text": "- Nie je progress", "kind": "progress", "phase": "progress", "completion_basis": "source_statement", "meeting_id": "62f3075d52d7554a5976583484aec3d3", "date": "2025-12-19", "date_label": "19.12.2025", "date_precision": "day", "actor": "Artur Hyrenko", "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": "2025-12-19", "record_date_label": "19.12.2025", "section_scope": "meeting_note", "work_id": "67dfc05af1580a330fc0cc6b21570ee1", "end_line": 55, "assertion_schema": 2, "concepts": ["progress"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documentation of the current status (lack of progress) regarding the thesis work.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"Nie je\", \"predicate\": \"evaluates\", \"object\": \"progress\", \"quote\": \"Nie je progress\", \"reason\": \"no_directed_literal_support\"}]"}], "synthesis": {"status": "fallback", "reason": "exhaustive_claim"}, "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": "9440b8501af042b871e40de3fdce8899", "answer_coverage": {"scope": "overview", "status": "supported", "warnings": [], "limitations": []}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "df6989299a1005b733604b98f3514d3858c48e7b006b89851052e6f4ae5222bf"}}, "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_e5_rrf_assertions", "candidate_count": 5, "candidate_coverage": {"matched": 2, "total": 2, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": {"matched": 2, "total": 2, "recall": 1.0, "all_required": true, "missing": []}}}}
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{"event": "result", "id": "C053", "engine": "rag", "category": "dated_plans", "question": "Aké ďalšie úlohy mala osoba Artur Hyrenko pri práci „Diplomová práca 2026“ podľa zápisu 19.12.2025? Rozlišuj ich od hotovej práce.", "elapsed_seconds": 31.05, "answer_seconds": 26.44, "answer": {"status": "ok", "reason": null, "answer": "**Artur Hyrenko — Diplomová práca 2026**\n\nPlánované úlohy (dátum záznamu: 2025-12-19): Má vyhodnotiť, zarovnať a zlepšiť modely Slovak Mistral a Slovak T5 large. [1] Má pokračovať v písaní a trénovaní ľubovoľného modelu. [1] Môže byť potrebné vygenerovať trénovacie dáta v slovenčine pomocou „abliterated“ alebo „uncensored“ modelov, napríklad qwen3. [1]\n\nZdroje: [1](https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko)\n\n[1]: https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko"], "claims": [], "evidence": [{"id": "344f9fe9f6cd0208bc54e70dd8d02645", "person": "Artur Hyrenko", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko", "line": 60, "work_label": "Diplomová práca 2026", "work_type": "diploma_thesis", "work_year": 2026, "text": "- Vyhodnoťte, zarovnajte a zlepšite Slovak Mistral, Slovak T5 large.", "kind": "plan", "phase": "planned", "completion_basis": "source_statement", "meeting_id": "62f3075d52d7554a5976583484aec3d3", "date": "2025-12-19", "date_label": "19.12.2025", "date_precision": "day", "actor": "Artur Hyrenko", "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": "2025-12-19", "record_date_label": "19.12.2025", "section_scope": "followup_task", "work_id": "67dfc05af1580a330fc0cc6b21570ee1", "end_line": 60, "assertion_schema": 2, "concepts": ["Vyhodnoťte", "zarovnajte", "zlepšite", "Slovak Mistral", "Slovak T5 large"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Explicit assignment to evaluate, align, and improve specific models (Slovak Mistral, Slovak T5 large).", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 4, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"Vyhodnoťte\", \"predicate\": \"evaluates\", \"object\": \"Slovak Mistral\", \"quote\": \"Vyhodnoťte, zarovnajte a zlepšite Slovak Mistral\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"Vyhodnoťte\", \"predicate\": \"evaluates\", \"object\": \"Slovak T5 large\", \"quote\": \"zlepšite Slovak Mistral, Slovak T5 large\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"zarovnajte\", \"predicate\": \"uses\", \"object\": \"Slovak Mistral\", \"quote\": \"zarovnajte a zlepšite Slovak Mistral\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"zlepšite\", \"predicate\": \"uses\", \"object\": \"Slovak T5 large\", \"quote\": \"zlepšite Slovak Mistral, Slovak T5 large\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "592a1c423566c3e6addd66dfc2348842", "person": "Artur Hyrenko", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko", "line": 59, "work_label": "Diplomová práca 2026", "work_type": "diploma_thesis", "work_year": 2026, "text": "- Pokračujte v písaní a trénovaní ľubovoľného modelu.", "kind": "plan", "phase": "planned", "completion_basis": "source_statement", "meeting_id": "62f3075d52d7554a5976583484aec3d3", "date": "2025-12-19", "date_label": "19.12.2025", "date_precision": "day", "actor": "Artur Hyrenko", "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": "2025-12-19", "record_date_label": "19.12.2025", "section_scope": "followup_task", "work_id": "67dfc05af1580a330fc0cc6b21570ee1", "end_line": 59, "assertion_schema": 2, "concepts": ["písaní", "trénovaní", "ľubovoľného modelu"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Explicit assignment to continue writing and training a model.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 2, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"písaní\", \"predicate\": \"about\", \"object\": \"ľubovoľného modelu\", \"quote\": \"písaní a trénovaní ľubovoľného modelu\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"trénovaní\", \"predicate\": \"uses\", \"object\": \"ľubovoľného modelu\", \"quote\": \"trénovaní ľubovoľného modelu\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "8c567ddd38fc5414d7976e4f1ba06ae6", "person": "Artur Hyrenko", "source_path": "pages/students/2021/artur_hyrenko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/artur_hyrenko", "line": 61, "work_label": "Diplomová práca 2026", "work_type": "diploma_thesis", "work_year": 2026, "text": "- Možno bude potrebné vygenerovať trénovacie dáta v slovenčine. Na generovanie použite \"abliterated\" alebo \"uncensored\" modely. 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{"event": "result", "id": "C051", "engine": "graphrag", "category": "goals", "question": "Čo bolo zadaním práce „Diplomová práca 2026“ osoby Artur Hyrenko? Vysvetli všetky doložené ciele, nie domnelé výsledky.", "elapsed_seconds": 291.04, "answer_seconds": 154.42, "answer": {"status": "ok", "reason": null, "answer": "**Artur Hyrenko — Diplomová práca 2026**\n\nZadanie a ciele:\n\n- Vypracujte prehľad súčasného stavu výskumu v oblasti zvyšovania bezpečnosti veľkých jazykových modelov, vrátane identifikácie známych bezpečnostných problémov a spôsobov ich vyhodnotenia. (zadanie)\n\n- Vyberte vhodnú trénovaciu sadu a zarovnajte vybraný jazykový model s cieľom zvýšiť jeho bezpečnosť. (zadanie)\n\n- Vyberte vhodnú testovaciu sadu a vyhodnoťte bezpečnosť viacerých modelov, vrátane zarovnaného modelu. (zadanie)\n\n- Na základe experimentov predložte konkrétne odporúčania pre ďalšie zlepšenia bezpečnosti modelov v slovenskom jazyku. (zadanie)\n\n- Vyhodnotenie jazykových modelov (zadanie)\n\n- (pre bezpečnostné problémy) (zadanie)\n\n- Možné ciele: (zadanie)\n\n- Zistiť, či sú súčasné jazykové modely bezpečné. Aké problémy obsahujú? Menia bezpečnostné vlastnosti na základe jazyka? (zadanie)\n\n- Vyhodnotiť viacero jazykových modelov vo viacerých jazykoch. (zadanie)\n\n- Navrhnúť zlepšenia na zvýšenie bezpečnosti. (zadanie)\n\nArtur Hyrenko — Diplomová práca 2026: zdroj tieto body označuje ako možné/navrhované ciele, nie ako potvrdené splnené výsledky.\n\nZaznamenané výsledky:\n\n- Sú vyhodnotené modely LLama, Qwen, Gemma. (zaznamenaný výsledok)\n\n- [x] Napíšte poznámky o tom ako funguje model typu GPT, napr. LLAMA alebo DeepSeek. Napíšte ako sa trénuje - čo na to potrebujeme a v akých fázach to prebieha. Napíšte aj odkazy na odbornú literatúru. (zaznamenaný výsledok)\n\n- Dotrénovaný Slovak Mistral - DPO aj SFT (zaznamenaný výsledok)\n\n- Vyskúšané modely (mistral, openchat) pre generovanie nebezpečných odpovedí a pre detekciu nebezpečných promptov. (zaznamenaný výsledok)\n\n- Vyskúšané LM (cez ollama, aj API) Python (in progress). (zaznamenaný výsledok)\n\n- [x] Ako číselne vyhodnotiť \"nebezpečnosť modelu\"? Prečítajte si články. Aké sú metriky? Aké sú databázy? (zaznamenaný výsledok)\n\n- [x] Nájsť alebo natrénovať model pre detekciu nebezpečných promptov a nebezpečných odpovedí. (zaznamenaný výsledok)\n\n- [x] Vybrať vhodný model pre potlačenie nebezpečných odpovedí pomocou DPO. Ako hodnotenie poslúži datababáza nebezpečných promptov, alebo iný model alebo aj náhodná hodnota. (zaznamenaný výsledok)\n\n- [x] Číselne porovnajte nebezpečnosť viacerých modelov. llama, gemma, qwen gpt-oss, Výsledky dajte do tabuľky. (zaznamenaný výsledok)\n\n- [x] pozrite si databázy PKU-Alignment/PKU-SafeRLHF alebo aurora-m/adversarial-prompts . Vyhľadajte iné databázy. (zaznamenaný výsledok)\n\n- [x] Vyskúšajte LLM s týmito databázami. Ako sa bydú správať? (zaznamenaný výsledok)\n\n- [x] Oboznámte sa s pojmom LLM alignment. Ako upravíme správanie jazykového modelu pomocou reinformcement learning? (zaznamenaný výsledok)\n\n- [x] Pokračujte v štúdiu Python, Anaconda, Transformers, dive into deep learning. (zaznamenaný výsledok)\n\n- [x] Zisite ako prebieha dotrénovanie pomocou PEFT-LORA a napíšte o tom poznáky, (zaznamenaný výsledok)\n\n- [x] Zistite ako prebieha dotrénovanie typu reinforcement learning a napíšte o tom poznámky. 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{"event": "result", "id": "C058", "engine": "rag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Nikita Bodnar. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 7.48, "answer_seconds": 2.97, "answer": {"status": "ok", "answer": "Nikita Bodnar má v dostupných podkladoch tieto práce a projekty:\n\n1. **Bakalárska práca 2024** — názov v zdroji nie je uvedený.\n2. **Bakalárska práca 2025** — názov v zdroji nie je uvedený.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar"], "claims": [{"person": "Nikita Bodnar", "record_id": "c8e942f4f8faf08c05cd22aff1a59259", "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "year": 2025}, {"person": "Nikita Bodnar", "record_id": "38f99a131483c404e45815c33bc0a3e3", "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "year": 2024}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "supported", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "0fb9a91453b662ff2ba7270a2a33ee8d8b866b5bf4f6d925cb3c20ae599193d4"}}, "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": 1, "candidate_coverage": {"matched": 1, "total": 2, "recall": 0.5, "all_required": false, "missing": [1]}, "selected_coverage": null}}}
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{"event": "result", "id": "C058", "engine": "graphrag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Nikita Bodnar. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 24.95, "answer_seconds": 21.47, "answer": {"status": "ok", "reason": null, "answer": "Nikita Bodnar má v dostupných podkladoch tieto práce a projekty:\n\n1. **Bakalárska práca 2024** — **Korekcia textu pomocou neurónových sietí**.\n2. **Bakalárska práca 2025** — názov v zdroji nie je uvedený.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar"], "claims": [{"person": "Nikita Bodnar", "title": "Korekcia textu pomocou neurónových sietí", "year": 2024, "record_id": "thesis:pages/students/2021/nikita_bodnar/README.md:bakalarska-praca-2024", "work_type": "bachelor_thesis", "work_label": "Bakalárska práca 2024"}, {"person": "Nikita Bodnar", "year": 2025, "record_id": "thesis:pages/students/2021/nikita_bodnar/README.md:bakalarska-praca-2025", "work_type": "bachelor_thesis", "work_label": "Bakalárska práca 2025"}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "4946019b77def96b269181f777f30bc9a8a4b32396c23862f73a2bc7ed7feee4"}}, "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": 3, "candidate_coverage": {"matched": 2, "total": 2, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
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{"event": "result", "id": "C059", "engine": "rag", "category": "goals", "question": "Čo bolo zadaním práce „Bakalárska práca 2024“ osoby Nikita Bodnar? Vysvetli všetky doložené ciele, nie domnelé výsledky.", "elapsed_seconds": 48.33, "answer_seconds": 43.35, "answer": {"status": "ok", "reason": null, "answer": "**Nikita Bodnar — Bakalárska práca 2024**\n\nZadanie a ciele:\n\n- Vypracujte prehľad existujúcich systémov pre neurónový strojový preklad. (zadanie)\n\n- Definujte úlohu korekcie textu a vysvetlite, ako je možné ju riešiť pomocou systému pre strojový preklad. (zadanie)\n\n- Vyberte a pripravte dáta do vhodnej podoby a aplikujte existujúci model pre strojový preklad na opravu textu vo vybranej úlohe. (zadanie)\n\n- Číselne a slovne vyhodnoťte model na vybranej úlohe. Identifikujte jeho slabé miesta a navrhnite zlepšenia. (zadanie)\n\nZaznamenané výsledky:\n\n- Prečítaný článok o Spelling a urobené poznámky (zaznamenaný výsledok)\n\n- [x] Nainštalujte si systém Anaconda a prejdite si knihu Dive into Pyhton 3. (zaznamenaný výsledok)\n\n- [x] Prečítajte si článok Hládek: \"Survey of Automatic Spelling Correction\" a *urobte si poznámky*. (zaznamenaný výsledok)\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar"], "claims": [], "evidence": [{"id": "d1f2c8fefa90169fe885f29b29cb8411", "person": "Nikita Bodnar", "source_path": "pages/students/2021/nikita_bodnar/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar", "line": 130, "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "work_year": 2024, "text": "1. 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Definujte úlohu korekcie textu a vysvetlite, ako je možné ju riešiť pomocou systému pre strojový preklad.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Nikita Bodnar", "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": null, "section_scope": "work", "work_id": "38f99a131483c404e45815c33bc0a3e3", "end_line": 131, "assertion_schema": 2, "concepts": ["úlohu korekcie textu"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Explicit assignment to define a task and explain a method for solving it.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 1, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"úlohu korekcie textu\", \"predicate\": \"about\", \"object\": \"systémom pre strojový preklad\", \"quote\": \"úlohu korekcie textu a vysvetlite, ako je možné ju riešiť pomocou systému pre strojový preklad\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "79109f35690a539f4350beab0080d247", "person": "Nikita Bodnar", "source_path": "pages/students/2021/nikita_bodnar/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar", "line": 132, "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "work_year": 2024, "text": "3. Vyberte a pripravte dáta do vhodnej podoby a aplikujte existujúci model pre strojový preklad na opravu textu vo vybranej úlohe.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Nikita Bodnar", "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": null, "section_scope": "work", "work_id": "38f99a131483c404e45815c33bc0a3e3", "end_line": 132, "assertion_schema": 2, "concepts": ["dáta", "existujúci model pre strojový preklad", "opravu textu"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Explicit assignment to prepare data and apply a model for a specific task.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"existujúci model pre strojový preklad\", \"predicate\": \"produces\", \"object\": \"opravu textu\", \"quote\": \"aplikujte existujúci model pre strojový preklad na opravu textu\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "fa3625265dc0ee7cd9fd0973b8877cd7", "person": "Nikita Bodnar", "source_path": "pages/students/2021/nikita_bodnar/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar", "line": 133, "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "work_year": 2024, "text": "4. 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{"event": "result", "id": "C059", "engine": "graphrag", "category": "goals", "question": "Čo bolo zadaním práce „Bakalárska práca 2024“ osoby Nikita Bodnar? Vysvetli všetky doložené ciele, nie domnelé výsledky.", "elapsed_seconds": 49.55, "answer_seconds": 44.28, "answer": {"status": "ok", "reason": null, "answer": "**Nikita Bodnar — Bakalárska práca 2024**\n\nZadanie a ciele:\n\n- Vypracujte prehľad existujúcich systémov pre neurónový strojový preklad. (zadanie)\n\n- Definujte úlohu korekcie textu a vysvetlite, ako je možné ju riešiť pomocou systému pre strojový preklad. (zadanie)\n\n- Vyberte a pripravte dáta do vhodnej podoby a aplikujte existujúci model pre strojový preklad na opravu textu vo vybranej úlohe. (zadanie)\n\n- Číselne a slovne vyhodnoťte model na vybranej úlohe. Identifikujte jeho slabé miesta a navrhnite zlepšenia. 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Definujte úlohu korekcie textu a vysvetlite, ako je možné ju riešiť pomocou systému pre strojový preklad.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Nikita Bodnar", "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": null, "section_scope": "work", "work_id": "38f99a131483c404e45815c33bc0a3e3", "end_line": 131, "assertion_schema": 2, "concepts": ["úlohu korekcie textu"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Explicit assignment to define a task and explain a method for solving it.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 1, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"úlohu korekcie textu\", \"predicate\": \"about\", \"object\": \"systémom pre strojový preklad\", \"quote\": \"úlohu korekcie textu a vysvetlite, ako je možné ju riešiť pomocou systému pre strojový preklad\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["ulohu korekcie textu"], "_graph_activity": "174bd46a6f0d6020fb07cd99394d6e19"}, {"id": "79109f35690a539f4350beab0080d247", "person": "Nikita Bodnar", "source_path": "pages/students/2021/nikita_bodnar/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar", "line": 132, "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "work_year": 2024, "text": "3. Vyberte a pripravte dáta do vhodnej podoby a aplikujte existujúci model pre strojový preklad na opravu textu vo vybranej úlohe.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Nikita Bodnar", "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": null, "section_scope": "work", "work_id": "38f99a131483c404e45815c33bc0a3e3", "end_line": 132, "assertion_schema": 2, "concepts": ["dáta", "existujúci model pre strojový preklad", "opravu textu"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Explicit assignment to prepare data and apply a model for a specific task.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"existujúci model pre strojový preklad\", \"predicate\": \"produces\", \"object\": \"opravu textu\", \"quote\": \"aplikujte existujúci model pre strojový preklad na opravu textu\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["data", "existujuci model pre strojovy preklad", "opravu textu"], "_graph_activity": "79109f35690a539f4350beab0080d247"}, {"id": "fa3625265dc0ee7cd9fd0973b8877cd7", "person": "Nikita Bodnar", "source_path": "pages/students/2021/nikita_bodnar/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar", "line": 133, "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "work_year": 2024, "text": "4. Číselne a slovne vyhodnoťte model na vybranej úlohe. Identifikujte jeho slabé miesta a navrhnite zlepšenia.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Nikita Bodnar", "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": null, "section_scope": "work", "work_id": "38f99a131483c404e45815c33bc0a3e3", "end_line": 133, "assertion_schema": 2, "concepts": ["model", "vybranej úlohe"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Explicit assignment to evaluate a model and identify weaknesses.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, 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{"event": "result", "id": "C060", "engine": "graphrag", "category": "dated_state", "question": "Ako vyzeral zaznamenaný stav osoby Nikita Bodnar pri práci „Bakalárska práca 2024“ na stretnutí 24.1.2024?", "elapsed_seconds": 19.27, "answer_seconds": 7.59, "answer": {"status": "ok", "reason": null, "answer": "**Nikita Bodnar — Bakalárska práca 2024**\nDátum požadovaného stretnutia: 2024-01-24.\n\nPožadované údaje k tomuto stretnutiu nie sú v dostupnom výbere doložené.\n\nZdroje: https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar"], "claims": [], "evidence": [{"id": "e3c5f014fa928d915b9749db18f36dec", "person": "Nikita Bodnar", "source_path": "pages/students/2021/nikita_bodnar/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar", "line": 136, "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "work_year": 2024, "text": "Stretnutie 24.1.2024:", "kind": "meeting", "phase": "unknown", "date": "2024-01-24", "date_label": "24.1.2024", "date_precision": "day", "meeting_id": "1c0b92a67f4cda4666a52c4612bf6332", "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": "2024-01-24", "record_date_label": "24.1.2024", "section_scope": "meeting_note", "work_id": "38f99a131483c404e45815c33bc0a3e3", "end_line": 136, "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}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": "9440b8501af042b871e40de3fdce8899", "answer_coverage": {"scope": "overview", "status": "partial", "warnings": [], "limitations": []}, "graph_paths": [], "graph_relations": [], "delivery_check": {"layer": "delivery", "code": "partial", "request_fingerprint": "312b14fc80363da2572fb613f679253c6d58d1114ad194c79305fa72fc048ff8"}}, "score": {"passed": false, "issues": ["appropriate_response", "citations", "correct", "coverage", "false_refusal", "missing_requirement"], "judge": {"correct": false, "coverage": false, "citations": false, "appropriate_response": false, "clarity": 3, "critical_errors": ["missing_requirement", "false_refusal"], "reasons": ["missing_requirement", "false_refusal"], "proofs": [{"code": "false_refusal", "answer_quote": "Požadované údaje k tomuto stretnutiu nie sú v dostupnom výbere doložené.", "source_path": "pages/students/2021/nikita_bodnar/README.md", "source_quote": "Stretnutie 24.1.2024:\n\nStav:\n\n- Nie je posun."}, {"code": "missing_requirement", "answer_quote": "Požadované údaje k tomuto stretnutiu nie sú v dostupnom výbere doložené.", "source_path": "pages/students/2021/nikita_bodnar/README.md", "source_quote": "Stretnutie 24.1.2024:\n\nStav:\n\n- Nie je posun."}]}, "judge_failure": null, "retrieval": {"strategy": "bounded_local_graph", "candidate_count": 4, "candidate_coverage": {"matched": 1, "total": 2, "recall": 0.5, "all_required": false, "missing": [1]}, "selected_coverage": {"matched": 1, "total": 2, "recall": 0.5, "all_required": false, "missing": [1]}}}}
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{"event": "result", "id": "C061", "engine": "rag", "category": "dated_plans", "question": "Aké ďalšie úlohy mala osoba Nikita Bodnar pri práci „Bakalárska práca 2024“ podľa zápisu 24.1.2024? Rozlišuj ich od hotovej práce.", "elapsed_seconds": 29.57, "answer_seconds": 25.09, "answer": {"status": "ok", "reason": null, "answer": "**Nikita Bodnar — Bakalárska práca 2024**\n\nPlánované úlohy (dátum záznamu: 2024-01-24):\n- Má natrénovať jednoduchý model pre strojový preklad pomocou Marian NMT s využitím skriptov v repozitári bert-train. [1]\n- Má natrénovať model pre opravu korekcie na slovenskom texte a následne ho vyhodnotiť. [1]\n- Má pokračovať v písaní bakalárskej práce. [1]\n\nZdroje: [1](https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar)\n\n[1]: https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar"], "claims": [], "evidence": [{"id": "d8e2c7cdf819e9a7894b08368370fa15", "person": "Nikita Bodnar", "source_path": "pages/students/2021/nikita_bodnar/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar", "line": 144, "work_label": "Bakalárska práca 2024", "work_type": "bachelor_thesis", "work_year": 2024, "text": "- Natrénujte jednoduchý ľubovoľný model pre strojový preklad pomocou Marian NMT. 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{"event": "result", "id": "C061", "engine": "graphrag", "category": "dated_plans", "question": "Aké ďalšie úlohy mala osoba Nikita Bodnar pri práci „Bakalárska práca 2024“ podľa zápisu 24.1.2024? Rozlišuj ich od hotovej práce.", "elapsed_seconds": 19.22, "answer_seconds": 17.21, "answer": {"status": "ok", "reason": null, "answer": "**Nikita Bodnar — Bakalárska práca 2024**\n\nPlánované úlohy (dátum záznamu: 2024-01-24):\n- Má natrénovať jednoduchý model pre strojový preklad pomocou Marian NMT s využitím skriptov v repozitári bert-train. [1]\n- Má natrénovať model pre opravu korekcie na slovenskom texte a následne ho vyhodnotiť. [1]\n- Má pokračovať v písaní bakalárskej práce. 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{"event": "result", "id": "C063", "engine": "rag", "category": "assignment_vs_record", "question": "Porovnaj zadanie práce „Bakalárska práca 2024“ osoby Nikita Bodnar s tým, čo je pri nej zaznamenané ako stav na stretnutí 24.1.2024. Nezamieňaj plán za výsledok.", "elapsed_seconds": 29.61, "answer_seconds": 29.61, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "fulfilment", "code": "request_not_fulfilled", "request_fingerprint": "251fa722eabbcaf03a7a2715075d180a07ecf8743580c6db8076ae0da2bd506e"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "result", "id": "C064", "engine": "graphrag", "category": "absent_work_year", "question": "Aké práce má osoba Nikita Bodnar evidované v roku 1997?", "elapsed_seconds": 7.18, "answer_seconds": 4.44, "answer": {"status": "no_answer", "reason": null, "answer": "Nikita Bodnar: v dostupných podkladoch sa nenašiel záznam práce alebo projektu z roku **1997**.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "c6ea5f870c2b2244bf9d68ff8169cd2e644092f366805ad3e094f3478a214185"}}, "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}}}
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{"event": "started", "id": "C064", "engine": "rag"}
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{"event": "result", "id": "C064", "engine": "rag", "category": "absent_work_year", "question": "Aké práce má osoba Nikita Bodnar evidované v roku 1997?", "elapsed_seconds": 3.71, "answer_seconds": 1.42, "answer": {"status": "no_answer", "answer": "Nikita Bodnar: požadované údaje sa v dostupných podkladoch nenašli.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2021/nikita_bodnar"], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "not_found", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "dd4a3f0c93093f7aaf7cfe435a4dbbc83bec16e76d5567edf14fdb3db3460802"}}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 3, "critical_errors": [], "reasons": [], "proofs": []}, "judge_failure": null, "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 1, "candidate_coverage": null, "selected_coverage": null}}}
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{"event": "result", "id": "C065", "engine": "rag", "category": "record_identity", "question": "U osoby Dávid Kostilník uveď typ a evidovaný rok záznamu „Diplomová práca 2025“.", "elapsed_seconds": 1.79, "answer_seconds": 1.79, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "scope", "code": "wrong_work_or_meeting", "request_fingerprint": "644f469d2be50b94d6458cb53cbb2e781f2ce0ef34d94e05966139db9754dd94"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C065", "engine": "graphrag"}
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{"event": "result", "id": "C065", "engine": "graphrag", "category": "record_identity", "question": "U osoby Dávid Kostilník uveď typ a evidovaný rok záznamu „Diplomová práca 2025“.", "elapsed_seconds": 5.26, "answer_seconds": 5.26, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "scope", "code": "wrong_work_or_meeting", "request_fingerprint": "bc9ecfd809e4acaad3a468d538637f651b3e94b6737d8858664bb9db2ec9ada2"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C066", "engine": "graphrag"}
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{"event": "result", "id": "C063", "engine": "graphrag", "category": "assignment_vs_record", "question": "Porovnaj zadanie práce „Bakalárska práca 2024“ osoby Nikita Bodnar s tým, čo je pri nej zaznamenané ako stav na stretnutí 24.1.2024. Nezamieňaj plán za výsledok.", "elapsed_seconds": 34.97, "answer_seconds": 34.97, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "fulfilment", "code": "request_not_fulfilled", "request_fingerprint": "2605febe5df28fa9f47d7877b61944ac8a24112d96f900dbb80b99b16068d237"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C066", "engine": "rag"}
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{"event": "result", "id": "C066", "engine": "rag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Dávid Kostilník. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 8.27, "answer_seconds": 1.98, "answer": {"status": "ok", "answer": "Dávid Kostilník má v dostupných podkladoch tieto práce a projekty:\n\n1. **Diplomový projekt 2024** — názov v zdroji nie je uvedený.\n2. **Diplomová práca 2025** — **Sémantické vyhľadávanie pomocou veľkých modelov**.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik"], "claims": [{"person": "Dávid Kostilník", "record_id": "09a190779d746539cffd51d084a8b6cb", "work_label": "Diplomová práca 2025", "work_type": "diploma_thesis", "title": "Sémantické vyhľadávanie pomocou veľkých modelov", "year": 2025}, {"person": "Dávid Kostilník", "record_id": "5b7dfdf93374836ad3f903b333f4d9e0", "work_label": "Diplomový projekt 2024", "work_type": "diploma_project", "year": 2024}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "supported", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "4abf8bf90778f970295d0637e2f0c80ca7a66e71248987bff77864b6a0fde304"}}, "score": {"passed": false, "issues": ["correct", "unsupported_time"], "judge": {"correct": false, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 3, "critical_errors": ["unsupported_time"], "reasons": ["unsupported_time"], "proofs": [{"code": "unsupported_time", "answer_quote": "Diplomový projekt 2024", "source_path": "pages/students/2020/david_kostilnik/README.md", "source_quote": "Diplomový projekt 2024"}]}, "judge_failure": null, "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 1, "candidate_coverage": {"matched": 1, "total": 2, "recall": 0.5, "all_required": false, "missing": [1]}, "selected_coverage": null}}}
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{"event": "started", "id": "C067", "engine": "rag"}
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{"event": "result", "id": "C066", "engine": "graphrag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Dávid Kostilník. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 24.14, "answer_seconds": 20.07, "answer": {"status": "ok", "reason": null, "answer": "Dávid Kostilník má v dostupných podkladoch tieto práce a projekty:\n\n1. **Diplomový projekt 2024** — názov v zdroji nie je uvedený.\n2. **Diplomová práca 2025** — **Sémantické vyhľadávanie pomocou veľkých modelov**.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik"], "claims": [{"person": "Dávid Kostilník", "title": "Sémantické vyhľadávanie pomocou veľkých modelov", "year": 2025, "record_id": "thesis:pages/students/2020/david_kostilnik/README.md:diplomova-praca-2025", "work_type": "diploma_thesis", "work_label": "Diplomová práca 2025"}, {"person": "Dávid Kostilník", "year": 2024, "record_id": "work:pages/students/2020/david_kostilnik/README.md:diplomovy-projekt-2024", "work_type": "diploma_project", "work_label": "Diplomový projekt 2024"}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "316aa7864d8d5a44c4d7e1d45c9abed1c1e555e6b1608f21a369f95efbbdc9f4"}}, "score": {"passed": false, "issues": ["correct", "unsupported_time"], "judge": {"correct": false, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 3, "critical_errors": ["unsupported_time"], "reasons": ["unsupported_time"], "proofs": [{"code": "unsupported_time", "answer_quote": "Diplomový projekt 2024", "source_path": "pages/students/2020/david_kostilnik/README.md", "source_quote": "Diplomový projekt 2024"}]}, "judge_failure": null, "retrieval": {"strategy": "metadata_graph", "candidate_count": 3, "candidate_coverage": {"matched": 2, "total": 2, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
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{"event": "result", "id": "C067", "engine": "rag", "category": "goals", "question": "Čo bolo zadaním práce „Diplomová práca 2025“ osoby Dávid Kostilník? Vysvetli všetky doložené ciele, nie domnelé výsledky.", "elapsed_seconds": 39.93, "answer_seconds": 35.9, "answer": {"status": "ok", "reason": null, "answer": "**Dávid Kostilník — Diplomová práca 2025**\n\nZadanie a ciele: Hlavným cieľom je zlepšiť systém RAG. [1] Je potrebné vypracovať prehľad metód a modelov sémantického vyhľadávania pomocou neurónových sietí. [1] Zadaním je vybrať vhodnú dátovú množinu a dotrénovať jazykový model pre úlohu sémantického vyhľadávania v slovenčine. [1] Plánuje sa navrhnúť a vykonať experimenty pre vyhodnotenie dotrénovaného modelu. [1] Ďalším krokom je vyhodnotiť experimenty a na ich základe navrhnúť zlepšenia. 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{"event": "result", "id": "C069", "engine": "rag", "category": "dated_plans", "question": "Aké ďalšie úlohy mala osoba Dávid Kostilník pri práci „Diplomová práca 2025“ podľa zápisu 13.2.2025? Rozlišuj ich od hotovej práce.", "elapsed_seconds": 36.37, "answer_seconds": 28.86, "answer": {"status": "ok", "reason": null, "answer": "**Dávid Kostilník — Diplomová práca 2025**\n\nPlánované úlohy (dátum záznamu: 2025-02-13): Má pokračovať v otvorených úlohách týkajúcich sa SBERT a pracovať na texte diplomovej práce. [1] Má si pozrieť a vyskúšať repozitár so skriptom train-bi-mnlr.py, upraviť ho pre trénovanie na MS MARCO a natrénovať a vyhodnotiť viac modelov. [1] Má si naštudovať metódy vyhodnotenia vektorových modelov MTEB a BEIR a vyskúšať príslušné skripty v repozitári. [1]\n\nZdroje: [1](https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik)\n\n[1]: https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik"], "claims": [], "evidence": [{"id": "ac71d4383172445ced8062db3fb5919e", "person": "Dávid Kostilník", "source_path": "pages/students/2020/david_kostilnik/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik", "line": 42, "work_label": "Diplomová práca 2025", "work_type": "diploma_thesis", "work_year": 2025, "text": "- Pokračujte v otvorených úlohách týkajúcich sa SBERT, pracujte na texte DP.", "kind": "plan", "phase": "planned", "completion_basis": "source_statement", "meeting_id": "a515eca7340cbdc13fa009ab37f6da16", "date": "2025-02-13", "date_label": "13.2.2025", "date_precision": "day", "actor": "Dávid Kostilník", "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": "2025-02-13", "record_date_label": "13.2.2025", "section_scope": "followup_task", "work_id": "09a190779d746539cffd51d084a8b6cb", "end_line": 42, "assertion_schema": 2, "concepts": ["otvorených úlohách týkajúcich sa SBERT", "texte DP"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents planned tasks regarding SBERT and writing the thesis text.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 2, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"otvorených úlohách týkajúcich sa SBERT\", \"predicate\": \"about\", \"object\": \"SBERT\", \"quote\": \"otvorených úlohách týkajúcich sa SBERT\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"pracujte\", \"predicate\": \"produces\", \"object\": \"texte DP\", \"quote\": \"pracujte na texte DP\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "23d825de3050067dc564da47ac898e62", "person": "Dávid Kostilník", "source_path": "pages/students/2020/david_kostilnik/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik", "line": 43, "work_label": "Diplomová práca 2025", "work_type": "diploma_thesis", "work_year": 2025, "text": "- Pozrite si a vyskúšajte repozitár https://github.com/hladek/slovak-retrieval, skript train-bi-mnlr.py. 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{"event": "result", "id": "C069", "engine": "graphrag", "category": "dated_plans", "question": "Aké ďalšie úlohy mala osoba Dávid Kostilník pri práci „Diplomová práca 2025“ podľa zápisu 13.2.2025? Rozlišuj ich od hotovej práce.", "elapsed_seconds": 37.8, "answer_seconds": 29.87, "answer": {"status": "ok", "reason": null, "answer": "**Dávid Kostilník — Diplomová práca 2025**\n\nPlánované úlohy (dátum záznamu: 2025-02-13): Má pokračovať v otvorených úlohách týkajúcich sa SBERT a pracovať na texte diplomovej práce. [1] Má si pozrieť a vyskúšať repozitár so skriptom train-bi-mnlr.py, upraviť ho pre trénovanie na MS MARCO a natrénovať a vyhodnotiť viac modelov. [1] Má sa naučiť metódy vyhodnotenia vektorových modelov (MTEB a BEIR) a vyskúšať príslušné skripty v repozitári. [1]\n\nZdroje: [1](https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik)\n\n[1]: https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik"], "claims": [], "evidence": [{"id": "ac71d4383172445ced8062db3fb5919e", "person": "Dávid Kostilník", "source_path": "pages/students/2020/david_kostilnik/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik", "line": 42, "work_label": "Diplomová práca 2025", "work_type": "diploma_thesis", "work_year": 2025, "text": "- Pokračujte v otvorených úlohách týkajúcich sa SBERT, pracujte na texte DP.", "kind": "plan", "phase": "planned", "completion_basis": "source_statement", "meeting_id": "a515eca7340cbdc13fa009ab37f6da16", "date": "2025-02-13", "date_label": "13.2.2025", "date_precision": "day", "actor": "Dávid Kostilník", "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": "2025-02-13", "record_date_label": "13.2.2025", "section_scope": "followup_task", "work_id": "09a190779d746539cffd51d084a8b6cb", "end_line": 42, "assertion_schema": 2, "concepts": ["otvorených úlohách týkajúcich sa SBERT", "texte DP"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents planned tasks regarding SBERT and writing the thesis text.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 2, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"otvorených úlohách týkajúcich sa SBERT\", \"predicate\": \"about\", \"object\": \"SBERT\", \"quote\": \"otvorených úlohách týkajúcich sa SBERT\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"pracujte\", \"predicate\": \"produces\", \"object\": \"texte DP\", \"quote\": \"pracujte na texte DP\", \"reason\": \"no_directed_literal_support\"}]", "_graph_keys": ["otvorenych ulohach tykajucich sa sbert", "texte dp"], "_graph_activity": "ac71d4383172445ced8062db3fb5919e"}, {"id": "23d825de3050067dc564da47ac898e62", "person": "Dávid Kostilník", "source_path": "pages/students/2020/david_kostilnik/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik", "line": 43, "work_label": "Diplomová práca 2025", "work_type": "diploma_thesis", "work_year": 2025, "text": "- Pozrite si a vyskúšajte repozitár https://github.com/hladek/slovak-retrieval, skript train-bi-mnlr.py. Upravte skript pre trénovnaie na MS MARCO. 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Vyskúšajte skripty pre vyhodnotenie v danom repozitári (MTEB a BEIR).", "kind": "plan", "phase": "planned", "completion_basis": "source_statement", "meeting_id": "a515eca7340cbdc13fa009ab37f6da16", "date": "2025-02-13", "date_label": "13.2.2025", "date_precision": "day", "actor": "Dávid Kostilník", "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": "2025-02-13", "record_date_label": "13.2.2025", "section_scope": "followup_task", "work_id": "09a190779d746539cffd51d084a8b6cb", "end_line": 44, "assertion_schema": 2, "concepts": ["metódy vyodnotenia vektorových modelov", "MTEB", "beir", "skripty pre vyhodnotenie"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a plan to study evaluation methods (MTEB, BEIR) and test evaluation 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{"event": "result", "id": "C070", "engine": "graphrag", "category": "latest_complete_record", "question": "Kedy je posledný záznam s úplným dátumom pri práci „Diplomová práca 2025“ osoby Dávid Kostilník?", "elapsed_seconds": 31.45, "answer_seconds": 13.56, "answer": {"status": "no_answer", "reason": "no_content_evidence", "answer": "V dostupnom výbere podkladov sa nenašiel spoľahlivý dôkaz zodpovedajúci tejto otázke.", "source_urls": [], "claims": [], "evidence": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": "9440b8501af042b871e40de3fdce8899", "graph_paths": [], "graph_relations": [], "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "1d8e1b54b51f2a8108e2a07a4ae2cb5d52b4c2864b6d5a80a9b326bd96286b6e"}}, "score": {"passed": false, "issues": ["appropriate_response", "citations", "correct", "coverage", "false_refusal", "missing_citation"], "judge": {"correct": false, "coverage": false, "citations": false, "appropriate_response": false, "clarity": 3, "critical_errors": ["false_refusal", "missing_citation"], "reasons": ["false_refusal", "missing_citation"], "proofs": [{"code": "false_refusal", "answer_quote": "V dostupnom výbere podkladov sa nenašiel spoľahlivý dôkaz zodpovedajúci tejto otázke.", "source_path": "pages/students/2020/david_kostilnik/README.md", "source_quote": "Stretnutie 13.2.2025"}, {"code": "missing_citation", "answer_quote": "V dostupnom výbere podkladov sa nenašiel spoľahlivý dôkaz zodpovedajúci tejto otázke.", "source_path": "pages/students/2020/david_kostilnik/README.md", "source_quote": "Stretnutie 13.2.2025"}]}, "judge_failure": null, "retrieval": {"strategy": "bounded_local_graph", "candidate_count": 21, "candidate_coverage": {"matched": 1, "total": 1, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": {"matched": 0, "total": 1, "recall": 0.0, "all_required": false, "missing": [0]}}}}
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{"event": "result", "id": "C070", "engine": "rag", "category": "latest_complete_record", "question": "Kedy je posledný záznam s úplným dátumom pri práci „Diplomová práca 2025“ osoby Dávid Kostilník?", "elapsed_seconds": 31.02, "answer_seconds": 13.47, "answer": {"status": "no_answer", "reason": "no_content_evidence", "answer": "V dostupnom výbere podkladov sa nenašiel spoľahlivý dôkaz zodpovedajúci tejto otázke.", "source_urls": [], "claims": [], "evidence": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": "9440b8501af042b871e40de3fdce8899", "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "2dee6d53d9a0dc8448f4ebf4658d37035f8d76f8ab304ccdf10b98b5a7a7e771"}}, "score": {"passed": false, "issues": ["appropriate_response", "citations", "correct", "coverage", "false_refusal", "missing_citation"], "judge": {"correct": false, "coverage": false, "citations": false, "appropriate_response": false, "clarity": 3, "critical_errors": ["false_refusal", "missing_citation"], "reasons": ["false_refusal", "missing_citation"], "proofs": [{"code": "false_refusal", "answer_quote": "V dostupnom výbere podkladov sa nenašiel spoľahlivý dôkaz zodpovedajúci tejto otázke.", "source_path": "pages/students/2020/david_kostilnik/README.md", "source_quote": "Stretnutie 13.2.2025"}, {"code": "missing_citation", "answer_quote": "V dostupnom výbere podkladov sa nenašiel spoľahlivý dôkaz zodpovedajúci tejto otázke.", "source_path": "pages/students/2020/david_kostilnik/README.md", "source_quote": "Stretnutie 13.2.2025"}]}, "judge_failure": null, "retrieval": {"strategy": "bm25_e5_rrf_assertions", "candidate_count": 24, "candidate_coverage": {"matched": 1, "total": 1, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": {"matched": 0, "total": 1, "recall": 0.0, "all_required": false, "missing": [0]}}}}
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{"event": "result", "id": "C071", "engine": "rag", "category": "assignment_vs_record", "question": "Porovnaj zadanie práce „Diplomová práca 2025“ osoby Dávid Kostilník s tým, čo je pri nej zaznamenané ako stav na stretnutí 13.2.2025. Nezamieňaj plán za výsledok.", "elapsed_seconds": 36.38, "answer_seconds": 36.38, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "fulfilment", "code": "request_not_fulfilled", "request_fingerprint": "bd797e5ecddd758b351f74901722e6002ff57ad88f51a4e3e478af92e7c4ca2b"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "result", "id": "C071", "engine": "graphrag", "category": "assignment_vs_record", "question": "Porovnaj zadanie práce „Diplomová práca 2025“ osoby Dávid Kostilník s tým, čo je pri nej zaznamenané ako stav na stretnutí 13.2.2025. Nezamieňaj plán za výsledok.", "elapsed_seconds": 34.5, "answer_seconds": 34.5, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "fulfilment", "code": "request_not_fulfilled", "request_fingerprint": "a8f5a4896a37c24d5e61d3b366d420888c2c7b439315c83ebeb19e4330bb8eda"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "result", "id": "C072", "engine": "graphrag", "category": "absent_work_year", "question": "Aké práce má osoba Dávid Kostilník evidované v roku 1997?", "elapsed_seconds": 6.55, "answer_seconds": 4.09, "answer": {"status": "no_answer", "reason": null, "answer": "Dávid Kostilník: v dostupných podkladoch sa nenašiel záznam práce alebo projektu z roku **1997**.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "4c828777c99a201ce9b5c0de9e72cda342fda4a7efcf0f25dc601a44dde72731"}}, "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}}}
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{"event": "started", "id": "C073", "engine": "rag"}
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{"event": "result", "id": "C073", "engine": "rag", "category": "record_identity", "question": "U osoby Valerii Kutsenko uveď typ a evidovaný rok záznamu „Bakalárska práca 2025“.", "elapsed_seconds": 2.63, "answer_seconds": 2.63, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "scope", "code": "wrong_work_or_meeting", "request_fingerprint": "48b8745ac97968457129947083dd7a7230b2ff4e7c3c1884b9d3fd726f244085"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C073", "engine": "graphrag"}
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{"event": "result", "id": "C072", "engine": "rag", "category": "absent_work_year", "question": "Aké práce má osoba Dávid Kostilník evidované v roku 1997?", "elapsed_seconds": 4.79, "answer_seconds": 3.07, "answer": {"status": "no_answer", "answer": "Dávid Kostilník: požadované údaje sa v dostupných podkladoch nenašli.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2020/david_kostilnik"], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "not_found", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "retrieval", "code": "evidence_not_found", "request_fingerprint": "e14d4c0ddc6b006b1f64a83c61e7b64f11e5869d9e983e13390d24062651d286"}}, "score": {"passed": true, "issues": [], "judge": {"correct": true, "coverage": true, "citations": true, "appropriate_response": true, "clarity": 3, "critical_errors": [], "reasons": [], "proofs": []}, "judge_failure": null, "retrieval": {"strategy": "bm25_vector_rrf", "candidate_count": 1, "candidate_coverage": null, "selected_coverage": null}}}
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{"event": "started", "id": "C074", "engine": "graphrag"}
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{"event": "result", "id": "C073", "engine": "graphrag", "category": "record_identity", "question": "U osoby Valerii Kutsenko uveď typ a evidovaný rok záznamu „Bakalárska práca 2025“.", "elapsed_seconds": 9.09, "answer_seconds": 9.09, "answer": {"status": "error", "reason": "answer_rejected", "answer": "Odpoveď sa nepodarilo spoľahlivo overiť podľa podkladov. Neoverené údaje sa nezobrazia.", "source_urls": [], "claims": [], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "scope", "code": "wrong_work_or_meeting", "request_fingerprint": "e97f121dc3d87415b2eeaeff02a089e65a612727b84fb96d0b20775dae865566"}}, "score": {"passed": false, "issues": ["delivery_rejected", "answer_rejected", "false_refusal"], "judge": null}}
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{"event": "started", "id": "C074", "engine": "rag"}
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{"event": "result", "id": "C074", "engine": "rag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Valerii Kutsenko. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 4.89, "answer_seconds": 1.91, "answer": {"status": "ok", "answer": "Valerii Kutsenko má v dostupných podkladoch tieto práce a projekty:\n\n1. **Bakalárska práca 2025** — **Automatické generovanie otázok zo zadaného textu**.\n2. **Diplomový projekt 2026** — názov v zdroji nie je uvedený.\n3. **Diplomová práca 2027** — **Zlepšenie vyhľadávania pomocou znalostných grafov**.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko"], "claims": [{"person": "Valerii Kutsenko", "record_id": "b332572c6957cc2f0dbcb91898dd5a4a", "work_label": "Diplomová práca 2027", "work_type": "diploma_thesis", "title": "Zlepšenie vyhľadávania pomocou znalostných grafov", "year": 2027}, {"person": "Valerii Kutsenko", "record_id": "a7124cd84b8f1f8580b85164ce6def80", "work_label": "Diplomový projekt 2026", "work_type": "diploma_project", "year": 2026}, {"person": "Valerii Kutsenko", "record_id": "d8a4ad7e261a1476ee8053190eddec12", "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "title": "Automatické generovanie otázok zo zadaného textu", "year": 2025}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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": {"status": "supported", "scope": "list", "warnings": [], "limitations": []}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "eb594bbab209236662c70abfe21481855b07dce7f8406e92f9e2942ce4042feb"}}, "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": 1, "candidate_coverage": {"matched": 1, "total": 3, "recall": 0.3333333333333333, "all_required": false, "missing": [1, 2]}, "selected_coverage": null}}}
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{"event": "started", "id": "C075", "engine": "rag"}
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{"event": "result", "id": "C074", "engine": "graphrag", "category": "inventory", "question": "Vypíš všetky evidované práce a projekty osoby Valerii Kutsenko. Pri každom rozlíš typ a rok podľa nadpisu.", "elapsed_seconds": 33.61, "answer_seconds": 30.49, "answer": {"status": "ok", "reason": null, "answer": "Valerii Kutsenko má v dostupných podkladoch tieto práce a projekty:\n\n1. **Bakalárska práca 2025** — **Automatické generovanie otázok zo zadaného textu**.\n2. **Diplomový projekt 2026** — **Augmentácia dát pre zlepšenie získavania informácií**.\n3. **Diplomová práca 2027** — **Zlepšenie vyhľadávania pomocou znalostných grafov**.\n\nZdroj: https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko"], "claims": [{"person": "Valerii Kutsenko", "title": "Automatické generovanie otázok zo zadaného textu", "year": 2025, "record_id": "thesis:pages/students/2022/valerii_kutsenko/README.md:bakalarska-praca-2025", "work_type": "bachelor_thesis", "work_label": "Bakalárska práca 2025"}, {"person": "Valerii Kutsenko", "title": "Zlepšenie vyhľadávania pomocou znalostných grafov.", "year": 2027, "record_id": "thesis:pages/students/2022/valerii_kutsenko/README.md:diplomova-praca-2027", "work_type": "diploma_thesis", "work_label": "Diplomová práca 2027"}, {"person": "Valerii Kutsenko", "title": "Augmentácia dát pre zlepšenie získavania informácií", "year": 2026, "record_id": "work:pages/students/2022/valerii_kutsenko/README.md:diplomovy-projekt-2026", "work_type": "diploma_project", "work_label": "Diplomový projekt 2026"}], "index_version": {"version": "815b67d4b9c54cbcb5d6bd87251fd2ef", "git_revision": "c3ec9f611e645a2fe14fe66d518eb0924bf9bb40", "created_at_utc": "2026-11-09T20:49:43.773353+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"}, "delivery_check": {"layer": "delivery", "code": "complete", "request_fingerprint": "cf37799531e8b739db6e4180b7d269fff61aa0620553d89455d71f568a3e6428"}}, "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": 4, "candidate_coverage": {"matched": 3, "total": 3, "recall": 1.0, "all_required": true, "missing": []}, "selected_coverage": null}}}
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{"event": "started", "id": "C075", "engine": "graphrag"}
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{"event": "result", "id": "C075", "engine": "rag", "category": "goals", "question": "Čo bolo zadaním práce „Bakalárska práca 2025“ osoby Valerii Kutsenko? Vysvetli všetky doložené ciele, nie domnelé výsledky.", "elapsed_seconds": 189.55, "answer_seconds": 104.27, "answer": {"status": "ok", "reason": null, "answer": "**Valerii Kutsenko — Bakalárska práca 2025**\n\nZadanie a ciele: Cieľom je vypracovať prehľad systémov pre generovanie otázok a spôsobov ich vyhodnotenia. [1] Plánuje sa výber vhodného systému pre generovanie otázok a vytvorenie umelej množiny otázok a odpovedí. [1] Zadaním je natrénovať a vyhodnotiť systém pre generovanie odpovede na zadanú otázku pomocou tejto množiny. [1] Úlohou je identifikovať slabé miesta systému a navrhnúť jeho zlepšenia. [1] Má sa vytvoriť systém pre generovanie otázok o zadanom texte. [1] Cieľom je vygenerovať umelo množinu otázok a odpovedí špecificky o liekoch. [1] Plánuje sa zlepšenie existujúceho systému pre otázky a odpovede o liekoch pomocou umelej množiny. [1] Zadaním je natrénovať generatívny model pre generovanie otázok s využitím existujúceho skriptu a množiny SKQUAD. [1] Má sa určiť kvalita vygenerovaných otázok pomocou vyhľadávacieho systému alebo neurónovej siete, aby vznikla kvalitná množina otázok a odpovedí ku odsekom. [1] Výstupom má byť umelo generovaná databáza otázok a odpovedí. [1]\n\nZaznamenané výsledky (dátum záznamu: 2025-03-07): Natrénovaný model pre QA na základe SKWIKI generovaných dát je model slovak T5 base s augumentovanou množinou 30k otázok. [1] Vytvorený skript pre prípravu nového generovaného korpusu obsahuje kontext, otázku aj odpoveď, zatiaľ však nevie vyznačiť odpoveď v kontexte. [1]\n\nZaznamenané výsledky (dátum záznamu: 2024-10-18): Natrénovaný model SlovakT5 Base má dostupné skripty a trénovanie funguje. [1]\n\nZaznamenané výsledky (dátum záznamu: 2024-09-27): Vytvorený bol prázdny git repozitár. [1]\n\nZaznamenané výsledky (dátum záznamu: Stretnutie: (rok neuvedený)): Urobené bolo porovnanie vplyvu augmentovaných dát na question answering. [1]\n\nZaznamenané výsledky (dátum záznamu: 25.2. (rok neuvedený)): Vyskúšané boli rôzne metódy porovnania pomocou slovných vektorov, vrátane bge, me5 a spacy word vectors. [1]\n\nZaznamenané výsledky (dátum záznamu: 2025-02-13): Vyskúšané boli iné hyperparametre trénovania a zväčšená veľkosť generovanej otázky. [1]\n\nZaznamenané výsledky (dátum záznamu: 2024-11-22): Dotrénované boli štyri modely: slovakt5-base, slavict5-base, mt5-base a umt5-base. [1] Urobené bolo dotrénovanie na generovanie otázok. [1]\n\nZdroje: [1](https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko)\n\n[1]: https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko"], "claims": [], "evidence": [{"id": "b496b29072d00727c5152afb96fb58dc", "person": "Valerii Kutsenko", "source_path": "pages/students/2022/valerii_kutsenko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko", "line": 197, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "1. 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Vyberte vhodný systém pre generovanie otázok a vytvorte umelú množinu otázok a odpovedí.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Valerii Kutsenko", "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": null, "section_scope": "work", "work_id": "d8a4ad7e261a1476ee8053190eddec12", "end_line": 198, "assertion_schema": 2, "concepts": ["systém pre generovanie otázok", "umelú množinu otázok a odpovedí"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Documents a planned task to select a question generation system and create a dataset.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"systém pre generovanie otázok\", \"predicate\": \"about\", \"object\": \"umelú množinu otázok a odpovedí\", \"quote\": \"systém pre generovanie otázok a vytvorte umelú množinu otázok a odpovedí\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "7bcd2f752e7eb27747c8d3057c679868", "person": "Valerii Kutsenko", "source_path": "pages/students/2022/valerii_kutsenko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko", "line": 199, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "3. 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existujúci systém pre otázky a odpovede o liekoch.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Valerii Kutsenko", "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": null, "section_scope": "work", "work_id": "d8a4ad7e261a1476ee8053190eddec12", "end_line": 207, "assertion_schema": 2, "concepts": ["umelej množiny", "existujúci systém pre otázky a odpovede o liekoch"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Explicit assignment to improve an existing system for drug Q&A using an artificial dataset.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 1, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"existujúci systém pre otázky a odpovede o liekoch\", \"predicate\": \"uses\", \"object\": \"umelej množiny\", \"quote\": \"Pomocou umelej množiny zlepšite existujúci systém pre otázky a odpovede o liekoch\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "d5970655265432400efde0b617f9fc85", "person": "Valerii Kutsenko", "source_path": "pages/students/2022/valerii_kutsenko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko", "line": 211, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- Natrénujte generatívny model pre generovanie otázok. Použite existujúci skript a množinu SKQUAD.", "kind": "assignment", "phase": "assignment", "completion_basis": "source_statement", "meeting_id": null, "date": null, "date_label": null, "date_precision": "unknown", "actor": "Valerii Kutsenko", "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": null, "section_scope": "work", "work_id": "d8a4ad7e261a1476ee8053190eddec12", "end_line": 211, "assertion_schema": 2, "concepts": ["generatívny model", "generovanie otázok", "existujúci skript", "množinu SKQUAD"], "relations": [], "annotation_status": "knowledge", "annotation_reason": "Explicit assignment to train a generative model for question generation using a specific script and dataset.", "annotation_policy": "scoped-assertions-v2", "annotation_input_limited": false, "discarded_concepts": 0, "discarded_relations": 3, "uncertain_relations": 0, "rejected_relations_json": "[{\"subject\": \"generatívny model\", \"predicate\": \"produces\", \"object\": \"generovanie otázok\", \"quote\": \"Natrénujte generatívny model pre generovanie otázok\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"generatívny model\", \"predicate\": \"uses\", \"object\": \"existujúci skript\", \"quote\": \"Použite existujúci skript\", \"reason\": \"no_directed_literal_support\"}, {\"subject\": \"generatívny model\", \"predicate\": \"uses\", \"object\": \"množinu SKQUAD\", \"quote\": \"a množinu SKQUAD\", \"reason\": \"no_directed_literal_support\"}]"}, {"id": "b12ef8486a937468162a237649960b3f", "person": "Valerii Kutsenko", "source_path": "pages/students/2022/valerii_kutsenko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko", "line": 212, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "- Určite, ktorá otázka je dobre vygenerovaná a ktorá nie. Tu môžete použiť: systém pre vyhľadávanie alebo neurónovú sieť pre otázky a odpovede. Ku otázke viete nájsť odpovede pomocou neurónovej siete. 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{"event": "result", "id": "C075", "engine": "graphrag", "category": "goals", "question": "Čo bolo zadaním práce „Bakalárska práca 2025“ osoby Valerii Kutsenko? Vysvetli všetky doložené ciele, nie domnelé výsledky.", "elapsed_seconds": 182.39, "answer_seconds": 101.75, "answer": {"status": "ok", "reason": null, "answer": "**Valerii Kutsenko — Bakalárska práca 2025**\n\nZadanie a ciele: Cieľom je vypracovať prehľad systémov pre generovanie otázok a spôsobov ich vyhodnotenia. [1] Plánuje sa výber vhodného systému pre generovanie otázok a vytvorenie umelej množiny otázok a odpovedí. [1] Zadaním je natrénovať a vyhodnotiť systém pre generovanie odpovede na zadanú otázku pomocou tejto množiny. [1] Úlohou je identifikovať slabé miesta systému a navrhnúť jeho zlepšenia. [1] Má sa vytvoriť systém pre generovanie otázok o zadanom texte. [1] Cieľom je vygenerovať umelo množinu otázok a odpovedí špecificky o liekoch. [1] Plánuje sa zlepšenie existujúceho systému pre otázky a odpovede o liekoch pomocou umelej množiny. [1] Zadaním je natrénovať generatívny model pre generovanie otázok s využitím existujúceho skriptu a množiny SKQUAD. [1] Má sa určiť kvalita vygenerovaných otázok pomocou vyhľadávacieho systému alebo neurónovej siete, aby vznikla kvalitná množina otázok a odpovedí ku odsekom. [1] Výstupom má byť umelo generovaná databáza otázok a odpovedí. [1]\n\nZaznamenané výsledky (dátum záznamu: 2025-03-07): Natrénovaný model pre QA na základe SKWIKI generovaných dát je model slovak T5 base s augumentovanou množinou 30k otázok. [1] Vytvorený skript pre prípravu nového generovaného korpusu obsahuje kontext, otázku aj odpoveď, zatiaľ však nevie vyznačiť odpoveď v kontexte. [1]\n\nZaznamenané výsledky (dátum záznamu: 2024-10-18): Natrénovaný model SlovakT5 Base má dostupné skripty a trénovanie funguje. [1]\n\nZaznamenané výsledky (dátum záznamu: 2024-09-27): Vytvorený bol prázdny git repozitár. [1]\n\nZaznamenané výsledky (dátum záznamu: Stretnutie: (rok neuvedený)): Urobené bolo porovnanie vplyvu augmentovaných dát na question answering. [1]\n\nZaznamenané výsledky (dátum záznamu: 25.2. (rok neuvedený)): Vyskúšané boli rôzne metódy porovnania pomocou slovných vektorov, vrátane bge, me5 a spacy word vectors. [1]\n\nZaznamenané výsledky (dátum záznamu: 2025-02-13): Vyskúšané boli iné hyperparametre trénovania a zväčšená veľkosť generovanej otázky. [1]\n\nZaznamenané výsledky (dátum záznamu: 2024-11-22): Dotrénované boli štyri modely: slovakt5-base, slavict5-base, mt5-base a umt5-base. [1] Urobené bolo dotrénovanie na generovanie otázok. [1]\n\nZdroje: [1](https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko)\n\n[1]: https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko", "source_urls": ["https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko"], "claims": [], "evidence": [{"id": "b496b29072d00727c5152afb96fb58dc", "person": "Valerii Kutsenko", "source_path": "pages/students/2022/valerii_kutsenko/README.md", "source_url": "https://zp.kemt.fei.tuke.sk/students/2022/valerii_kutsenko", "line": 197, "work_label": "Bakalárska práca 2025", "work_type": "bachelor_thesis", "work_year": 2025, "text": "1. 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Tu môžete použiť: systém pre vyhľadávanie alebo neurónovú sieť pre otázky a odpovede. Ku otázke viete nájsť odpovede pomocou neurónovej siete. 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Obsahuje kontext, otázku aj odpoveď. 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