{"as_of":"2026-08-08T23:06:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:adf4cb80af91945d4633271128ee459e702fdf3deb5b42c9994b419dd7df7863","coverage":[{"denominator":38,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":38,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T15:37:53.381249Z","state":"measured"},{"denominator":38,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":38,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2507.15903/citation-record","integrity":"/paper/2507.15903/integrity","json":"/paper/2507.15903/citation-record.json","paper":"/paper/2507.15903"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2309.16459","last_updated":"2023-09-28T14:09:58Z","snapshot_observed_at":"2026-08-08T01:22:52.534764Z","submitted_at":"2023-09-28T14:09:58Z","title":"Augmenting LLMs with Knowledge: A survey on hallucination prevention","version":1},"cited_work":{"arxiv_id":"2309.16459","doi":null,"metadata_source":"pith","pith_arxiv_id":"2309.16459","snapshot_observed_at":"2026-08-06T15:37:53.863582Z","title":"Augmenting LLMs with Knowledge: A survey on hallucination prevention","venue":"cs.CL","work_id":"fd526140-0de5-4c34-892f-3496f91e5c16","year":2023},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:50.855566Z"},"links":{"cited_paper":"/paper/2309.16459","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:ee02ba6fa8c4879d2107ba02155a5224edb1562aee8c2552e2a39009643fe3a0","observation_id":"257a1fb0-7465-4267-9557-11ec39a9a32a","resolution":{"observed_at":"2026-08-06T15:37:53.868782Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:54.198233Z","title":"Ben Abacha and D","venue":null,"work_id":"cebdb6ec-768d-4f1f-a9e1-f8a2fad766c2","year":2019},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:50.909639Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:e6d508f4baa1c16dcd28e647f15da985033f79cdd7d79987c3eef5047d912b49","observation_id":"9e9ff522-8b16-4545-ae01-923a794a761e","resolution":{"observed_at":"2026-08-06T15:37:54.202327Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.15217","last_updated":"2023-09-11T17:25:24Z","snapshot_observed_at":"2026-08-03T19:11:09.671782Z","submitted_at":"2023-07-27T22:29:25Z","title":"Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.15217","snapshot_observed_at":"2026-08-06T15:37:50.967677Z","title":"Casper, X","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:50.967677Z"},"links":{"cited_paper":"/paper/2307.15217","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:f2fdfc30db64676f279781caaf8c10d0ebe3381eb812221553a97fd22cdb7747","observation_id":"5b05867a-b2bb-41e9-bdae-b1cfd9d5b789","resolution":{"observed_at":"2026-08-06T15:37:50.967677Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:54.183687Z","title":null,"venue":null,"work_id":"272e75fe-4a74-442e-9c41-e25b20795edb","year":2023},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:51.061956Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:739560df271b7df568238d2b780a596c5e577ab424bbd5dc7c5b9c6a9d45e3cc","observation_id":"d65ed794-e385-4fea-9c4a-5943a9dbbce6","resolution":{"observed_at":"2026-08-06T15:37:54.188339Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:54.168383Z","title":"Elasticsearch","venue":null,"work_id":"3af600e3-c847-461c-8f85-cf63dfa5aeba","year":2023},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:51.139775Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:b68e8b1f8975acbea85c84922eb32b9b49e8f3fcf8f2fa3d97957bbe7958736a","observation_id":"45e0c70e-7f67-48d0-8bef-7f9704c537dd","resolution":{"observed_at":"2026-08-06T15:37:54.172734Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:54.155382Z","title":"Farquhar, J","venue":null,"work_id":"6f428e9e-79a8-454f-941c-fc7320da1395","year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:51.237175Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:9282acc4823642ff2007e632c4673b6830b3f89cc357d29a502a2b402ce59035","observation_id":"15b0b7df-f214-4a95-ba83-22193021fb39","resolution":{"observed_at":"2026-08-06T15:37:54.159290Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:54.142149Z","title":"Freyer, I","venue":null,"work_id":"f092719d-0d76-4817-b60e-d51fcc8ab868","year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:51.318314Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:fff49cd07d68af5398c758d08bb2587c6885e7ead66b8e61521158cb16a0e6da","observation_id":"e2f803ba-cdb1-4c7e-91ea-bf388c19d188","resolution":{"observed_at":"2026-08-06T15:37:54.146010Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.14034","last_updated":"2024-05-20T04:01:08Z","snapshot_observed_at":"2026-08-04T12:43:29.089406Z","submitted_at":"2024-02-21T04:11:28Z","title":"AgentScope: A Flexible yet Robust Multi-Agent Platform","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.14034","snapshot_observed_at":"2026-08-06T15:37:51.412910Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:51.412910Z"},"links":{"cited_paper":"/paper/2402.14034","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:7079cac75ffebc717a83487d1131d544850c8f356dd1510a31b6ef3f4c16706b","observation_id":"2689254d-9c6c-4fed-a2a9-fb213d37b034","resolution":{"observed_at":"2026-08-06T15:37:51.412910Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:54.128348Z","title":null,"venue":null,"work_id":"f1fdb952-fc8e-4fe4-a0bf-ec943bdf8cd0","year":2023},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:51.526211Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:f206e1212c0acc876e92c5500b2c4a529a8a22250ae0fd29c2e9ad75778322c2","observation_id":"52c73386-d5b7-4d8f-9406-bc76855f1a07","resolution":{"observed_at":"2026-08-06T15:37:54.132224Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:54.114860Z","title":null,"venue":null,"work_id":"18e11c78-cf60-4164-80fd-45565b782933","year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:51.674969Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:91cc8d9491ce2997e809410dd4349b4ef7408c087855893ab07c8f8327d10a38","observation_id":"1ad0fdd9-b13f-4936-a2b3-610fd87f1c3a","resolution":{"observed_at":"2026-08-06T15:37:54.118749Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:54.100411Z","title":null,"venue":null,"work_id":"68d5dad5-f8f4-4524-9413-7b005f81740b","year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:51.759685Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:30df56c37dee0753c89007bddf94edbd624457888a8dff520837dc31e1f58386","observation_id":"1707c5f6-13af-4568-aff9-0bfc18d2aec4","resolution":{"observed_at":"2026-08-06T15:37:54.104801Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.06950","last_updated":"2025-02-08T00:06:12Z","snapshot_observed_at":"2026-07-06T18:28:38.016649Z","submitted_at":"2024-06-11T05:21:37Z","title":"A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation","version":2},"cited_work":{"arxiv_id":"2406.06950","doi":null,"metadata_source":"pith","pith_arxiv_id":"2406.06950","snapshot_observed_at":"2026-08-06T15:37:53.789436Z","title":"A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation","venue":"cs.CL","work_id":"0a4f8631-a96b-4703-a0f9-5488faa51280","year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:51.894063Z"},"links":{"cited_paper":"/paper/2406.06950","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:a7e0042406663f58f4fcd56c34808fc16eb7e620ba14cd2830eb1dc716067457","observation_id":"c137e0f8-599f-4154-9d9c-076713e1cd2c","resolution":{"observed_at":"2026-08-06T15:37:53.796994Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:54.086049Z","title":"Huang, W","venue":null,"work_id":"f2477e94-e5e4-4d87-af62-052e29cb8bb7","year":2023},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:51.993880Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:a9231c20a5c57bb20b21aef7e4ef8d600527f61c58b0e9e272c86e5f607e995d","observation_id":"0861da52-e20c-4575-a469-0c5e1f89b758","resolution":{"observed_at":"2026-08-06T15:37:54.090243Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.03282","last_updated":"2024-09-29T13:05:16Z","snapshot_observed_at":"2026-08-06T11:30:09.308345Z","submitted_at":"2024-07-03T17:08:52Z","title":"LLM Internal States Reveal Hallucination Risk Faced With a Query","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.03282","snapshot_observed_at":"2026-08-06T15:37:52.086233Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:52.086233Z"},"links":{"cited_paper":"/paper/2407.03282","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:a4c2931992c4b547a852f4cf392638bf6ee08320c288f2ccaf6e484281d9ede7","observation_id":"eafa1c10-0e01-4e52-8a68-daaaabcf3de2","resolution":{"observed_at":"2026-08-06T15:37:52.086233Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:54.071142Z","title":"Kasneci, K","venue":null,"work_id":"dc927e49-a107-40b6-b189-ca6ae89936c2","year":2023},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:52.166033Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:e724d2990be15751c496f21868d08a8f71b23e7203d06e450a1c7b809648d1cc","observation_id":"f14f2dda-f917-4d9e-9134-ebeb4b49e895","resolution":{"observed_at":"2026-08-06T15:37:54.076138Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.09664","last_updated":"2023-04-15T12:55:45Z","snapshot_observed_at":"2026-07-06T14:53:27.667483Z","submitted_at":"2023-02-19T20:10:07Z","title":"Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.09664","snapshot_observed_at":"2026-08-06T15:37:52.266247Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:52.266247Z"},"links":{"cited_paper":"/paper/2302.09664","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:d770a2e4f3364c89add1ae62e905ccbf3ea0024942becd431add07709678ba51","observation_id":"deef3de3-e1bf-446a-beef-ff8237da6bb5","resolution":{"observed_at":"2026-08-06T15:37:52.266247Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:54.056081Z","title":null,"venue":null,"work_id":"e72333b6-a1b5-4d93-b886-1ba8b37ada16","year":2022},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:52.316192Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:7495501419afaeb77fb1f5ab4b26de3e64944ced5ea307d1915125befdb24f5a","observation_id":"7d105140-fbcc-4081-b7c8-abeaf7a77741","resolution":{"observed_at":"2026-08-06T15:37:54.060579Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2312.17173","last_updated":"2024-07-17T15:32:47Z","snapshot_observed_at":"2026-07-06T17:09:24.271573Z","submitted_at":"2023-12-28T17:58:42Z","title":"Non-Vacuous Generalization Bounds for Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.17173","snapshot_observed_at":"2026-08-06T15:37:52.442018Z","title":"Lotfi, M","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:52.442018Z"},"links":{"cited_paper":"/paper/2312.17173","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:defc914688a98139e62e97270c96c217e36b6f39a91482586c4bf61bce647926","observation_id":"052b7b42-ee4b-4bf5-a008-1e91807e39d6","resolution":{"observed_at":"2026-08-06T15:37:52.442018Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18158","last_updated":"2024-07-25T16:13:58Z","snapshot_observed_at":"2026-07-06T18:51:58.623293Z","submitted_at":"2024-07-25T16:13:58Z","title":"Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18158","snapshot_observed_at":"2026-08-06T15:37:52.619159Z","title":"Lotfi, Y","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:52.619159Z"},"links":{"cited_paper":"/paper/2407.18158","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:35ce82c4ad37e52e61ec6be9811bb2383e742cb468187b4aa77c296d48445728","observation_id":"db5f0c73-4e19-4e61-8754-4806832620f2","resolution":{"observed_at":"2026-08-06T15:37:52.619159Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:54.040889Z","title":"Manakul, A","venue":null,"work_id":"4ac1478c-1eec-48c0-8f0a-edf4ea665e4b","year":2023},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:52.728262Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:9a885a7523329f17b997243363e617cdae2ae7a366b03db952c3527cd8343ddb","observation_id":"fecb1a37-bd8d-48e6-94d8-ddf020188db5","resolution":{"observed_at":"2026-08-06T15:37:54.045667Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2405.19648","last_updated":"2024-05-30T03:00:47Z","snapshot_observed_at":"2026-07-06T18:22:22.643181Z","submitted_at":"2024-05-30T03:00:47Z","title":"Detecting Hallucinations in Large Language Model Generation: A Token Probability Approach","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.19648","snapshot_observed_at":"2026-08-06T15:37:52.899974Z","title":"Quevedo, J","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:52.899974Z"},"links":{"cited_paper":"/paper/2405.19648","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:c5d5a6c99dacd8940d9ab807eeec9d90056864b613277e93811a7a7bcdf44d4a","observation_id":"9837d882-0bfd-4094-8aeb-388eabd19ffe","resolution":{"observed_at":"2026-08-06T15:37:52.899974Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:54.025308Z","title":"Rajpurkar, J","venue":null,"work_id":"66b80e78-d070-4856-9cb3-674e8107927c","year":2016},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.001044Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:f9b5f65c7eded0df970d7b34b21c7070715bde254611fcacda609e6e3506791a","observation_id":"ba0f2fdd-73b0-4186-b003-8fb2f69d27af","resolution":{"observed_at":"2026-08-06T15:37:54.030342Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:54.010193Z","title":null,"venue":null,"work_id":"c7902668-dd20-4aa6-b875-2ba698e49377","year":2002},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.105436Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:c99be67c534ec7a1f114bffdcdac7f3d87f44d8bdb025c37491fda519e482e5c","observation_id":"fe2cae6a-b12a-4f60-8862-eac2a06fa4d9","resolution":{"observed_at":"2026-08-06T15:37:54.014460Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:53.993630Z","title":"Sriramanan, S","venue":null,"work_id":"2c65f1fd-ee71-4944-9097-17568856180a","year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.152277Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:249de4de9d3d25346dd53867a942a7fad1908f2e3aa60c2b9d0e0703f7f51d1e","observation_id":"bf3667d1-530d-4220-9635-d01297cfcc30","resolution":{"observed_at":"2026-08-06T15:37:53.998960Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:53.978141Z","title":null,"venue":null,"work_id":"603bbf7c-c614-4ead-9f48-f9e0fc1d9bc5","year":2022},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.239491Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:820d8976ca153a4f50920ac8a2732b573e865ffeb94685e32cd7ec47ed7d7bb8","observation_id":"c2522a62-2f56-4c90-b1dc-ec5617f889ad","resolution":{"observed_at":"2026-08-06T15:37:53.982813Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:53.961696Z","title":"Udekwe, O","venue":null,"work_id":"5ba967fd-d978-45dc-84e7-9d779d85435e","year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.311468Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:cab70e2804e8d2802119fdf1e5e83e0ad2272b9acbd0cbfedcc1816114a407c0","observation_id":"6015f660-058e-4713-b5e5-ebbe639e4235","resolution":{"observed_at":"2026-08-06T15:37:53.967570Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:53.945090Z","title":null,"venue":null,"work_id":"c60d3230-3fa7-45c7-8a98-1cbf0c4f4c15","year":2023},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.317982Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:d58cfc0c0699212f17df73ddc99e1afe566e994079737993408036a3fe3f7d36","observation_id":"d38752a0-e80b-4de6-8d3e-b49980dad67f","resolution":{"observed_at":"2026-08-06T15:37:53.949427Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.10412","last_updated":"2024-06-06T18:33:02Z","snapshot_observed_at":"2026-07-06T17:30:56.216307Z","submitted_at":"2024-02-16T02:32:06Z","title":"Measuring and Reducing LLM Hallucination without Gold-Standard Answers","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.10412","snapshot_observed_at":"2026-08-06T15:37:53.326100Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.326100Z"},"links":{"cited_paper":"/paper/2402.10412","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:da772a9675cc2c10c4be0db2395b3725f5b283d4266a6b0afd9503791e22f3a9","observation_id":"f2460146-1220-4b57-a402-05a2140f85d6","resolution":{"observed_at":"2026-08-06T15:37:53.326100Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.06301","last_updated":"2024-01-12T00:11:24Z","snapshot_observed_at":"2026-07-06T17:14:36.670116Z","submitted_at":"2024-01-12T00:11:24Z","title":"Misconfidence-based Demonstration Selection for LLM In-Context Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.06301","snapshot_observed_at":"2026-08-06T15:37:53.331952Z","title":"Xu and C","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.331952Z"},"links":{"cited_paper":"/paper/2401.06301","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:9748d33698f5d2a0d6e0a5f29e9f50dc90fb32863689439173564914d033aaa0","observation_id":"be85b009-4086-4ba0-8a68-056b23e7e53c","resolution":{"observed_at":"2026-08-06T15:37:53.331952Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:53.930007Z","title":null,"venue":null,"work_id":"2d5ecccb-ad4e-469e-bbf5-0306f3f92c42","year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.338018Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:03d71f73db763cebef20c87bef0cc3c4d77c02ee6873c90e2b548a56ae58ffbe","observation_id":"ee199a73-8305-480c-acc7-9c371cf93aa3","resolution":{"observed_at":"2026-08-06T15:37:53.934842Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:53.915080Z","title":null,"venue":null,"work_id":"780de5c3-b578-476c-9a66-b67cb7f69ffb","year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.343120Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:81a0ddde99231d5f3595bd4bcd587ac53c6d70c0d3d158a5ee5cd44eda059fca","observation_id":"c7b58886-b9ec-432d-929c-4450917f39af","resolution":{"observed_at":"2026-08-06T15:37:53.919410Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.16139","last_updated":"2023-07-30T06:06:35Z","snapshot_observed_at":"2026-07-06T16:00:16.896971Z","submitted_at":"2023-07-30T06:06:35Z","title":"User-Controlled Knowledge Fusion in Large Language Models: Balancing Creativity and Hallucination","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.16139","snapshot_observed_at":"2026-08-06T15:37:53.348127Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.348127Z"},"links":{"cited_paper":"/paper/2307.16139","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:204bc1f4dfd363ed200fbfa6614bd03dc08bc04f01948cea20a71073d40b6ab2","observation_id":"140295a2-87aa-4373-a21b-7fbc98dbdba4","resolution":{"observed_at":"2026-08-06T15:37:53.348127Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:53.898662Z","title":"Zhang, S","venue":null,"work_id":"849cde85-ec45-4359-89c4-8fe689a42015","year":2021},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.353626Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:1f84edd8d2ada1738750c9300df76b7facf7fa3c472848b0150cdaaada9da0d3","observation_id":"5a6b38ec-da2f-4618-a07d-1af536850d9e","resolution":{"observed_at":"2026-08-06T15:37:53.903229Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.08039","last_updated":"2024-07-10T20:37:42Z","snapshot_observed_at":"2026-07-06T18:44:28.967181Z","submitted_at":"2024-07-10T20:37:42Z","title":"Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.08039","snapshot_observed_at":"2026-08-06T15:37:53.358295Z","title":"Zhang, S","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.358295Z"},"links":{"cited_paper":"/paper/2407.08039","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:23e82a90c8bb3e0b53ee723eba57ef6c61ada17ff7da1cb1fcda2bc4aaa3f18a","observation_id":"b0ced79a-74d5-4f6f-af9f-cf718a2a27be","resolution":{"observed_at":"2026-08-06T15:37:53.358295Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:53.363016Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.363016Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:6f9e7f89c1cee58c86377ad01e56466c9d276cd07e54618e0baccd0a9de6f911","observation_id":"17e28cd8-09cf-422d-998c-9bbf0d4a44fd","resolution":{"observed_at":"2026-08-06T15:37:53.363016Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.16839","last_updated":"2024-02-06T16:43:31Z","snapshot_observed_at":"2026-08-08T04:17:23.797697Z","submitted_at":"2023-11-28T14:54:37Z","title":"Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.16839","snapshot_observed_at":"2026-08-06T15:37:53.368228Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.368228Z"},"links":{"cited_paper":"/paper/2311.16839","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:9baf3fd266b18ff55d3b78ad2d7979c872b68e819012c9988b0a5141266471a3","observation_id":"b908795f-b2ad-4ac4-8599-531b9b4a537e","resolution":{"observed_at":"2026-08-06T15:37:53.368228Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:37:53.882570Z","title":null,"venue":null,"work_id":"04d71587-70af-4756-8ab5-8a7f61fc02a2","year":null},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.374288Z"},"links":{"citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:9c8ccd7f32c37f69d712c4335b7ae1184694ccae94704bef9e3619898da046cf","observation_id":"c0651131-0a69-4323-80c0-f62bfd526de0","resolution":{"observed_at":"2026-08-06T15:37:53.887021Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.04722","last_updated":"2024-04-06T20:02:20Z","snapshot_observed_at":"2026-08-08T01:43:21.349503Z","submitted_at":"2024-04-06T20:02:20Z","title":"PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.04722","snapshot_observed_at":"2026-08-06T15:37:53.381249Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T15:37:53.381249Z"},"links":{"cited_paper":"/paper/2404.04722","citing_paper":"/paper/2507.15903"},"observation_digest":"sha256:beec28bf5e5eee8d04dd735ff78a713895cdb9fbe2f61aa3abb9a03f2344b557","observation_id":"dc27e47f-b8e8-4b7e-9528-4ba0f7fc3203","resolution":{"observed_at":"2026-08-06T15:37:53.381249Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2507.15903","last_updated":"2026-07-03T05:12:16Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-06T15:30:19.844207Z","submitted_at":"2025-07-21T09:08:58Z","title":"Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor"},"reference_resolution":{"displayed":38,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":25,"verified_exact":2,"verified_fuzzy":11},"total_outbound_references":38},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2507.15903."}