{"as_of":"2026-08-21T21:42:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:9cc48909d9aa889293e75d40d44715ed5e3d10c19d2c759b4ec0d2a142767004","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":31,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":31,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-21T06:32:19.484+00:00","state":"measured"},{"denominator":31,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":31,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-12T17:41:37.764144Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-03T15:08:33.094534Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-12T17:41:37.764144Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.12405","last_updated":"2025-02-15T15:34:26Z","snapshot_observed_at":"2026-08-15T17:10:03.145194Z","submitted_at":"2024-11-19T10:41:54Z","title":"Evaluating the Prompt Steerability of Large Language Models","version":2},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-12T17:41:37.764144Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2411.12405"},"observation_digest":"sha256:1b16142db90ff70eaafb8c8f9cae4e796808ffdc592fcc61d062bf1286aa72ca","observation_id":"407674b5-dcd3-4ab3-a452-59a50cfc42f3","resolution":{"observed_at":"2026-08-12T17:41:37.764144Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-10T17:01:28.174865Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.12651","last_updated":"2025-01-22T05:24:23Z","snapshot_observed_at":"2026-08-17T15:52:31.209401Z","submitted_at":"2025-01-22T05:24:23Z","title":"The potential -- and the pitfalls -- of using pre-trained language models as cognitive science theories","version":1},"reference_index":79,"source":"arxiv_source","source_observed_at":"2026-08-10T17:01:28.174865Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2501.12651"},"observation_digest":"sha256:10e8f69275db2aa65751442cf7091e059e8583e60b7070cc2225f610d0ed0ad1","observation_id":"100e1363-0228-4d4f-88e5-3576879fbd22","resolution":{"observed_at":"2026-08-10T17:01:28.174865Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-10T14:21:24.287990Z","title":"Personagym: Evaluating persona agents and llms,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.15427","last_updated":"2025-02-18T04:04:05Z","snapshot_observed_at":"2026-08-21T14:06:59.150789Z","submitted_at":"2025-01-26T07:07:01Z","title":"OpenCharacter: Training Customizable Role-Playing LLMs with Large-Scale Synthetic Personas","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-10T14:21:24.287990Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2501.15427"},"observation_digest":"sha256:c51037c8dc53c7727b1e0de0908cb155fceeddd8dcccbe24f257a66bfa54408f","observation_id":"5eb01fe3-570e-4363-bcbc-4b9c69634e17","resolution":{"observed_at":"2026-08-10T14:21:24.287990Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-10T20:18:10.160258Z","title":"P.; Zhou, Y.; Chaudhari, S.; Kalyan, A.; Rajpurohit, T.; Deshpande, A.; Narasimhan, K.; and Murahari, V","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2503.15497","last_updated":"2025-01-15T18:06:18Z","snapshot_observed_at":"2026-08-21T10:43:28.395668Z","submitted_at":"2025-01-15T18:06:18Z","title":"The Impact of Big Five Personality Traits on AI Agent Decision-Making in Public Spaces: A Social Simulation Study","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-10T20:18:10.160258Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2503.15497"},"observation_digest":"sha256:6e4384ee4a360991800e03370285625a8fdb3435972fd2ae29e490b6aeae2bde","observation_id":"1bbd6580-da62-42e4-8d5b-d526433d2329","resolution":{"observed_at":"2026-08-10T20:18:10.160258Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2504.19678","last_updated":"2026-03-06T19:01:27Z","snapshot_observed_at":"2026-08-20T06:16:20.613961Z","submitted_at":"2025-04-28T11:08:22Z","title":"From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review","version":2},"reference_index":94,"source":"pdf_text","source_observed_at":"2026-05-15T02:57:37.873567Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2504.19678"},"observation_digest":"sha256:0e71caf9ba20fca13adc753ff13ae9e0244f08e53796dc54246e3558711f7df3","observation_id":"3ea96171-524e-45ad-a22a-488a74819058","resolution":{"observed_at":"2026-05-15T02:57:38.385234Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-07T13:36:00.099759Z","title":"Personagym: Evaluating persona agents and llms.arXiv preprint arXiv:2407.18416, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21458","last_updated":"2025-05-27T17:30:57Z","snapshot_observed_at":"2026-08-18T14:29:48.468753Z","submitted_at":"2025-05-27T17:30:57Z","title":"Do LLMs Need to Think in One Language? Correlation between Latent Language and Task Performance","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T13:36:00.099759Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2505.21458"},"observation_digest":"sha256:9f7232ef9c2d62dcfa95d6da6e5156905797c5bee7eb04ec48ca0be81a2583e2","observation_id":"607bdf28-b3ac-4601-9aee-582fb281176a","resolution":{"observed_at":"2026-08-07T13:36:00.099759Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-07T04:52:00.920135Z","title":"Personagym: Evaluating persona agents and llms.arXiv preprint arXiv:2407.18416, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.09420","last_updated":"2025-06-11T06:08:13Z","snapshot_observed_at":"2026-08-09T00:55:40.500387Z","submitted_at":"2025-06-11T06:08:13Z","title":"A Call for Collaborative Intelligence: Why Human-Agent Systems Should Precede AI Autonomy","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-07T04:52:00.920135Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2506.09420"},"observation_digest":"sha256:e98488679a6601eef4c83f1e203196bee61cc6f8ffc5a1d03aabc667c44f495f","observation_id":"04155b65-1720-4559-93f4-cf1b74481b87","resolution":{"observed_at":"2026-08-07T04:52:00.920135Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-07T00:55:30.055460Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.12486","last_updated":"2025-06-14T12:54:07Z","snapshot_observed_at":"2026-08-18T12:30:11.260897Z","submitted_at":"2025-06-14T12:54:07Z","title":"DinoCompanion: An Attachment-Theory Informed Multimodal Robot for Emotionally Responsive Child-AI Interaction","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-07T00:55:30.055460Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2506.12486"},"observation_digest":"sha256:9fdd8c534ecd40cf8c2f11a287e0b73675c583f9f171d0c0561d137d9407516a","observation_id":"b2bd9060-cd87-4bfd-a9fa-0f78cf7053d5","resolution":{"observed_at":"2026-08-07T00:55:30.055460Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2507.09788","last_updated":"2026-06-09T02:50:22Z","snapshot_observed_at":"2026-08-15T07:44:48.111185Z","submitted_at":"2025-07-13T21:00:27Z","title":"TinyTroupe: An LLM-powered Multiagent Persona Simulation Toolkit","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-19T04:54:38.908451Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2507.09788"},"observation_digest":"sha256:657edd15f84d50617a726f0ff97e03e9b8eacf53471250568653f523aab47d5a","observation_id":"e22634b3-1bf2-40ab-8313-f157a9eb94d2","resolution":{"observed_at":"2026-05-19T04:57:04.470414Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-06T17:51:08.063142Z","title":"Personagym: Evaluating persona agents and llms.arXiv preprint arXiv:2407.18416, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.09788","last_updated":"2026-06-09T02:50:22Z","snapshot_observed_at":"2026-08-15T07:44:48.111185Z","submitted_at":"2025-07-13T21:00:27Z","title":"TinyTroupe: An LLM-powered Multiagent Persona Simulation Toolkit","version":3},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T17:51:08.063142Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2507.09788"},"observation_digest":"sha256:32d11d213ad776f69285e277a4880e19295f93e3455268c5c58f60c4ee9aab06","observation_id":"6c56b211-19fc-4a28-a804-e5b0526403a8","resolution":{"observed_at":"2026-08-06T17:51:08.063142Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-06T12:30:39.929548Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.21696","last_updated":"2025-08-27T09:28:59Z","snapshot_observed_at":"2026-08-17T04:50:23.741083Z","submitted_at":"2025-07-29T11:20:03Z","title":"Edge Agentic AI Framework for Autonomous Network Optimisation in O-RAN","version":4},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T12:30:39.929548Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2507.21696"},"observation_digest":"sha256:4fbaf0fab7539d148e46a0fef264aa5a54dd3243d8c9cd4f50a11e97127778b3","observation_id":"5caca143-129c-48e6-bde7-b0835de67397","resolution":{"observed_at":"2026-08-06T12:30:39.929548Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-06T05:57:29.399558Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.01059","last_updated":"2025-08-01T20:25:57Z","snapshot_observed_at":"2026-08-20T20:05:54.725327Z","submitted_at":"2025-08-01T20:25:57Z","title":"Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-06T05:57:29.399558Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2508.01059"},"observation_digest":"sha256:de774fb030a54d6eefa90be0668f20588b2287d4e2a0d97d9284212c3eee9fb2","observation_id":"1ace1373-e7ca-47a3-b740-b3bde90ffb06","resolution":{"observed_at":"2026-08-06T05:57:29.399558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-05T15:21:32.628251Z","title":"Samuel and et al","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2508.20186","last_updated":"2025-08-27T18:04:45Z","snapshot_observed_at":"2026-08-18T06:31:42.398415Z","submitted_at":"2025-08-27T18:04:45Z","title":"AI Propaganda factories with language models","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-05T15:21:32.628251Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2508.20186"},"observation_digest":"sha256:669d1c972135977ec4dd35bf00caf19359bfd22ed8c413a4fcce0178ceb6b1cc","observation_id":"212b5f67-1382-41e1-89b1-1ab96fcc6991","resolution":{"observed_at":"2026-08-05T15:21:32.628251Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-04T10:12:24.894531Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2510.11290","last_updated":"2025-10-13T11:27:53Z","snapshot_observed_at":"2026-08-14T06:47:33.568510Z","submitted_at":"2025-10-13T11:27:53Z","title":"Evolution in Simulation: AI-Agent School with Dual Memory for High-Fidelity Educational Dynamics","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-04T10:12:24.894531Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2510.11290"},"observation_digest":"sha256:9d8c494cc18978471cad9f215e152d260d20a88d3b9b16e3e3ea5a2f4fc2ef1f","observation_id":"4631c64a-7698-48a4-958b-f9a899851d8d","resolution":{"observed_at":"2026-08-04T10:12:24.894531Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2511.08565","last_updated":"2026-05-14T13:52:44Z","snapshot_observed_at":"2026-08-13T12:30:51.017397Z","submitted_at":"2025-11-11T18:47:44Z","title":"Moral Susceptibility and Robustness under Persona Role-Play in Large Language Models","version":3},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-17T23:16:56.957905Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2511.08565"},"observation_digest":"sha256:b5613c97defc0c415239784108926373c8ca6d1ff9fc47ba29ea807a10ac65f7","observation_id":"3b557173-9232-4ed0-ae6a-1d045f224831","resolution":{"observed_at":"2026-05-17T23:20:27.831570Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2512.09756","last_updated":"2026-04-22T07:52:23Z","snapshot_observed_at":"2026-08-11T12:33:30.350682Z","submitted_at":"2025-12-10T15:35:11Z","title":"MOA: Multi-Objective Alignment for Role-Playing Agents","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-16T23:15:47.967612Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2512.09756"},"observation_digest":"sha256:b1e2482d5d60b2305235d524449ffca8ca7a8b3297adfc465738b35c9a5a9a02","observation_id":"4a370a78-f928-45fd-aae5-9ffd15140fd8","resolution":{"observed_at":"2026-05-16T23:18:40.177597Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2601.15671","last_updated":"2026-05-20T20:53:19Z","snapshot_observed_at":"2026-08-20T20:25:13.286361Z","submitted_at":"2026-01-22T05:53:05Z","title":"StreetDesignAI: Broadening Designer Perspectives Through Multi-Persona Evaluation of Cycling Infrastructure","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-16T12:41:18.305553Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2601.15671"},"observation_digest":"sha256:a4138d18eaa8c99e61e0978cd5fdcc28373cac235d91218d2d1a00f8c547467c","observation_id":"6fb0e2a8-e97d-4e22-a93a-a1d3bbb02f30","resolution":{"observed_at":"2026-05-16T12:42:52.953094Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2601.15671","last_updated":"2026-05-20T20:53:19Z","snapshot_observed_at":"2026-08-20T20:25:13.286361Z","submitted_at":"2026-01-22T05:53:05Z","title":"StreetDesignAI: Broadening Designer Perspectives Through Multi-Persona Evaluation of Cycling Infrastructure","version":3},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-22T12:02:51.613448Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2601.15671"},"observation_digest":"sha256:b62338e17ac1585b9504fd79ad5a578beaf4cedce0ec9cf6feba3a3e47363b7e","observation_id":"ed0cc0e8-ec9f-40e0-923a-c85a89c4b83d","resolution":{"observed_at":"2026-05-22T12:04:51.517377Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-03T04:01:47.321359Z","title":"Samuel, H","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.06357","last_updated":"2026-05-24T02:03:19Z","snapshot_observed_at":"2026-08-16T03:49:26.562876Z","submitted_at":"2026-02-06T03:39:15Z","title":"LLM-SAA: LLM-persona Generated Distributions for Decision-making","version":2},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-03T04:01:47.321359Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2602.06357"},"observation_digest":"sha256:8509e4086a7f8a11ee5617a26cf79f1c1120717f3dde58bb0df67d9912bd3298","observation_id":"b22dbced-3548-4caa-93ff-04e6dc30a369","resolution":{"observed_at":"2026-08-03T04:01:47.321359Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-04T05:51:29.414411Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.11245","last_updated":"2026-07-31T22:23:28Z","snapshot_observed_at":"2026-08-17T01:40:27.819727Z","submitted_at":"2026-03-11T19:12:31Z","title":"Mind the Sim2Real Gap in User Simulation for Agentic Tasks","version":2},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-04T05:51:29.414411Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2603.11245"},"observation_digest":"sha256:9f7c78a73a24aeb559effef84e8e14cc6cd3edc554a26a633a8cc3f959558dc0","observation_id":"3d2477b6-0252-47a2-9e6c-2d270bf3a45d","resolution":{"observed_at":"2026-08-04T05:51:29.414411Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2604.09682","last_updated":"2026-04-03T15:20:16Z","snapshot_observed_at":"2026-08-11T01:44:54.223414Z","submitted_at":"2026-04-03T15:20:16Z","title":"Decision-Theoretic Safety Assessment of Persona-Driven Multi-Agent Systems in O-RAN","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-13T19:03:03.886581Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2604.09682"},"observation_digest":"sha256:b0e75f5ca833337152b57cc03b03a703698ab6b0c4c1f2cf0879044474e0604a","observation_id":"1bc7c48f-d923-4867-8684-d2ed42f838ca","resolution":{"observed_at":"2026-05-13T19:03:08.363824Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2604.26243","last_updated":"2026-04-29T02:55:20Z","snapshot_observed_at":"2026-08-02T16:00:47.758772Z","submitted_at":"2026-04-29T02:55:20Z","title":"StratMem-Bench: Evaluating Strategic Memory Use in Virtual Character Conversation Beyond Factual Recall","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-07T13:28:21.148453Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2604.26243"},"observation_digest":"sha256:2c2ac3ae1ea5d11c06ee93efb5fb46a442389e2fe04fdc9cff871b89db3e4dc9","observation_id":"01079a33-3e85-419c-85c3-1a388e48011d","resolution":{"observed_at":"2026-05-12T08:56:26.234194Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2605.14169","last_updated":"2026-05-13T22:48:24Z","snapshot_observed_at":"2026-08-11T05:52:52.990780Z","submitted_at":"2026-05-13T22:48:24Z","title":"BOOKMARKS: Efficient Active Storyline Memory for Role-playing","version":1},"reference_index":111,"source":"arxiv_source","source_observed_at":"2026-05-15T04:51:44.394368Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2605.14169"},"observation_digest":"sha256:a0b028267cb1ac86c490e73dd357cdfcd99d8956ae3fb6c806f0301c3cab288f","observation_id":"a745c485-275c-4fe4-873c-2913ac8923c2","resolution":{"observed_at":"2026-05-15T04:55:03.912148Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2605.20506","last_updated":"2026-05-19T21:23:24Z","snapshot_observed_at":"2026-08-14T16:10:09.815792Z","submitted_at":"2026-05-19T21:23:24Z","title":"Reinforcing Human Behavior Simulation via Verbal Feedback","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-05-21T07:21:48.649289Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2605.20506"},"observation_digest":"sha256:6f73cf0bb1da06cd6fda52f7ea1a1f5f2f0613ea75eb067fac582c41fcbaa206","observation_id":"134655d2-f96b-4249-b6f5-045181b42810","resolution":{"observed_at":"2026-05-21T07:24:02.448095Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2605.25601","last_updated":"2026-05-25T08:54:23Z","snapshot_observed_at":"2026-07-06T23:35:31.372756Z","submitted_at":"2026-05-25T08:54:23Z","title":"Toward a Benchmark for Controllable Simulation of Imperfect Students with Large Language Models","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-06-29T21:32:12.382302Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2605.25601"},"observation_digest":"sha256:b1d8bedfc0b034fe9e927f3f24fa216de1420a2d22d382b53cbf57c22e3a17c5","observation_id":"66220ff1-2a1a-452e-8155-81545367588c","resolution":{"observed_at":"2026-06-29T21:33:58.884880Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2605.28969","last_updated":"2026-08-19T19:13:20Z","snapshot_observed_at":"2026-08-21T21:15:40.379079Z","submitted_at":"2026-05-27T18:18:54Z","title":"Beyond Recall: Behavioral Specification as an Interpretive Layer for AI Personalization","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-06-29T12:46:45.587383Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2605.28969"},"observation_digest":"sha256:f3f84bf3d756e19e953fa9d91dc7ad0a942e197ded5eaeeb1cd5ce60de86e0d1","observation_id":"89184925-9e86-4126-a926-101a3d785c8e","resolution":{"observed_at":"2026-06-29T12:53:26.848440Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2606.01552","last_updated":"2026-06-01T01:56:27Z","snapshot_observed_at":"2026-08-15T14:50:39.898231Z","submitted_at":"2026-06-01T01:56:27Z","title":"RoleCDE:Benchmarking and Mitigating Role-Alignment Trade-offs in Role-Playing Agents","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-06-28T15:00:57.851111Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2606.01552"},"observation_digest":"sha256:c634fb332a74df03ac06b3bbe2bdf7971efb829e7f0e8e7fa04a43f22b270fb2","observation_id":"08b8bd8e-9de0-4d80-8265-07723c875ebc","resolution":{"observed_at":"2026-07-01T22:46:20.068645Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2606.13608","last_updated":"2026-06-11T17:23:54Z","snapshot_observed_at":"2026-08-20T22:30:33.656971Z","submitted_at":"2026-06-11T17:23:54Z","title":"AgentBeats: Agentifying Agent Assessment for Openness, Standardization, and Reproducibility","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-06-27T06:41:41.799596Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2606.13608"},"observation_digest":"sha256:ab046b63f4dc1b1ee24428f8a13ff27b143604d9e585f994a5303020a39dfa37","observation_id":"fe7d41ad-8e89-4a37-87e6-6543670ede92","resolution":{"observed_at":"2026-07-03T15:08:33.095883Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":"2407.18416","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-03T15:08:33.094534Z","title":"Personagym: Evaluating persona agents and llms","venue":null,"work_id":"9b66a04d-c2e9-44b1-8400-f57198ecdcc7","year":2025},"citing_paper":{"arxiv_id":"2606.18256","last_updated":"2026-05-05T07:07:05Z","snapshot_observed_at":"2026-08-09T10:48:39.388097Z","submitted_at":"2026-05-05T07:07:05Z","title":"Dynamic In-Group Persona Generation for Enhancing Human-AI Rapport","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-01T00:31:37.987506Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2606.18256"},"observation_digest":"sha256:6fe8c5349ea4acaa42c48a25bc66eec84d950b74f3cc09a22472d6f91b62d6d5","observation_id":"b2f8e945-7341-4fd5-8aa7-751bedb6d922","resolution":{"observed_at":"2026-07-01T00:35:10.194372Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-07-11T10:52:59.410307Z","title":"Available: https://arxiv.org/abs/2407.18416","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.05477","last_updated":"2026-07-06T11:48:31Z","snapshot_observed_at":"2026-08-15T02:13:00.266588Z","submitted_at":"2026-07-06T11:48:31Z","title":"Decision Protocols in Multi-Agent Large Language Model Conversations","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-07-11T10:52:59.410307Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2607.05477"},"observation_digest":"sha256:9c915f740dff7981834439fa51dca928563743120112242662ab55537685e99a","observation_id":"3a76ebdc-bfaf-41b6-9fc8-55aa97ebb9a4","resolution":{"observed_at":"2026-07-11T10:52:59.410307Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.18416","snapshot_observed_at":"2026-08-01T15:04:31.292297Z","title":"Personagym: Evaluating persona agents and llms.arXiv preprint arXiv:2407.18416, 8(9),","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18566","last_updated":"2026-07-20T23:03:16Z","snapshot_observed_at":"2026-08-13T12:34:18.389468Z","submitted_at":"2026-07-20T23:03:16Z","title":"The Story Shapes the Agent: Narrative Priors in LLM Behavior","version":1},"reference_index":2011,"source":"pdf_text","source_observed_at":"2026-08-01T15:04:31.292297Z"},"links":{"cited_paper":"/paper/2407.18416","citing_paper":"/paper/2607.18566"},"observation_digest":"sha256:f951c1ff6e145237219d8c714d206be884fde208b218f428d16ef196d1ed8b8a","observation_id":"7687e7ec-9534-410f-8136-8fa2af4e275a","resolution":{"observed_at":"2026-08-01T15:04:31.292297Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2407.18416/citation-record","integrity":"/paper/2407.18416/integrity","json":"/paper/2407.18416/citation-record.json","paper":"/paper/2407.18416"},"outbound":[],"paper":{"arxiv_id":"2407.18416","last_updated":"2025-09-05T16:33:46Z","latest_version":5,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-18T16:04:07.837707Z","submitted_at":"2024-07-25T22:24:45Z","title":"PersonaGym: Evaluating Persona Agents and LLMs"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"thesis":"As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 31 inbound Pith citation observations for arXiv:2407.18416."}