{"as_of":"2026-08-09T15:10:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:61a0711d2654c3aa775f84581606b6b23bbb5925e4bec24a1c2c73af0a94c7b4","coverage":[{"denominator":16,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":16,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T13:43:23.627518Z","state":"measured"},{"denominator":20,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":20,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":4,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":4,"source":"paper_references, paper_reference_links","source_observed_at":"2026-06-29T19:36:42.234848Z","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":"2026-06-29T19:43:54.912159Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"cited_work":{"arxiv_id":"2505.21116","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2505.21116","snapshot_observed_at":"2026-06-29T19:43:54.912159Z","title":"arXiv preprint arXiv:2505.21116 , year=","venue":null,"work_id":"26de2a47-343c-43d4-9ede-824552a81220","year":2025},"citing_paper":{"arxiv_id":"2604.17989","last_updated":"2026-04-20T09:12:47Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2026-04-20T09:12:47Z","title":"AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-10T05:08:54.560648Z"},"links":{"cited_paper":"/paper/2505.21116","citing_paper":"/paper/2604.17989"},"observation_digest":"sha256:1375ec6bde841c86adf38db48af120589a6a225ad34a11534121e7ddbccb6624","observation_id":"de7fc77f-88ca-40f5-aeb2-13515257fc80","resolution":{"observed_at":"2026-05-10T09:43:49.853613Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"cited_work":{"arxiv_id":"2505.21116","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2505.21116","snapshot_observed_at":"2026-06-29T19:43:54.912159Z","title":"arXiv preprint arXiv:2505.21116 , year=","venue":null,"work_id":"26de2a47-343c-43d4-9ede-824552a81220","year":2025},"citing_paper":{"arxiv_id":"2604.20714","last_updated":"2026-04-22T16:00:46Z","snapshot_observed_at":"2026-07-06T23:07:25.185196Z","submitted_at":"2026-04-22T16:00:46Z","title":"Learning to Evolve: A Self-Improving Framework for Multi-Agent Systems via Textual Parameter Graph Optimization","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-05-09T23:42:00.548132Z"},"links":{"cited_paper":"/paper/2505.21116","citing_paper":"/paper/2604.20714"},"observation_digest":"sha256:d356148f3d7d0deee49de7586f2e870aef43884e48ffbd1151f6e2e1b6f4459f","observation_id":"60418032-e56e-4900-9b92-397ee0fbc428","resolution":{"observed_at":"2026-05-11T14:01:07.076136Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"cited_work":{"arxiv_id":"2505.21116","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2505.21116","snapshot_observed_at":"2026-06-29T19:43:54.912159Z","title":"arXiv preprint arXiv:2505.21116 , year=","venue":null,"work_id":"26de2a47-343c-43d4-9ede-824552a81220","year":2025},"citing_paper":{"arxiv_id":"2605.23414","last_updated":"2026-05-22T09:24:12Z","snapshot_observed_at":"2026-07-06T23:33:39.204744Z","submitted_at":"2026-05-22T09:24:12Z","title":"When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-05-25T04:25:26.710488Z"},"links":{"cited_paper":"/paper/2505.21116","citing_paper":"/paper/2605.23414"},"observation_digest":"sha256:aa09e73185d368274fee3893218933c0a23b5457c3c2b044729d914da7be4053","observation_id":"347f942c-b830-488d-924a-50feb58dadfe","resolution":{"observed_at":"2026-05-25T04:26:38.006973Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"cited_work":{"arxiv_id":"2505.21116","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2505.21116","snapshot_observed_at":"2026-06-29T19:43:54.912159Z","title":"arXiv preprint arXiv:2505.21116 , year=","venue":null,"work_id":"26de2a47-343c-43d4-9ede-824552a81220","year":2025},"citing_paper":{"arxiv_id":"2605.25746","last_updated":"2026-05-25T11:59:58Z","snapshot_observed_at":"2026-07-06T23:35:41.527169Z","submitted_at":"2026-05-25T11:59:58Z","title":"Multi-Agent Coordination Adaptation via Structure-Guided Orchestration","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-06-29T19:36:42.234848Z"},"links":{"cited_paper":"/paper/2505.21116","citing_paper":"/paper/2605.25746"},"observation_digest":"sha256:535be037b5322c53db5f07af01979d6637c388a7f6bf1b4c414e14477096b232","observation_id":"75933031-1ee0-4473-aca1-f205eb39f938","resolution":{"observed_at":"2026-06-29T19:43:54.913734Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2505.21116/citation-record","integrity":"/paper/2505.21116/integrity","json":"/paper/2505.21116/citation-record.json","paper":"/paper/2505.21116"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2403.12928","last_updated":"2024-03-19T17:32:01Z","snapshot_observed_at":"2026-08-09T14:37:33.379217Z","submitted_at":"2024-03-19T17:32:01Z","title":"Rapid AIdeation: Generating Ideas With the Self and in Collaboration With Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.12928","snapshot_observed_at":"2026-08-07T13:43:22.797515Z","title":"Vici- nagearth, 1(1):9","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:22.797515Z"},"links":{"cited_paper":"/paper/2403.12928","citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:75d08f63ab397225713fe5bf5ead3bd1dfb1588e6e811d55b47220ac3c83ff78","observation_id":"42889c0e-480a-4dbf-b68d-df45da9a4a06","resolution":{"observed_at":"2026-08-07T13:43:22.797515Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.14191","last_updated":"2025-05-24T02:40:54Z","snapshot_observed_at":"2026-08-07T16:00:58.792762Z","submitted_at":"2025-04-19T05:35:45Z","title":"AI Idea Bench 2025: AI Research Idea Generation Benchmark","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.14191","snapshot_observed_at":"2026-08-07T13:43:22.887540Z","title":"Preprint, arXiv:2504.14191","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:22.887540Z"},"links":{"cited_paper":"/paper/2504.14191","citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:d7524b54aa65d4c2b25420e9d490ce5702b80831cb226e96e9753f6e7549aa15","observation_id":"4bc94ee8-8935-44bc-8ef0-b686a58b9cf7","resolution":{"observed_at":"2026-08-07T13:43:22.887540Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.00184","last_updated":"2025-03-11T21:11:39Z","snapshot_observed_at":"2026-08-09T06:45:36.794399Z","submitted_at":"2023-07-01T00:58:51Z","title":"Personality Traits in Large Language Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.00184","snapshot_observed_at":"2026-08-07T13:43:22.972479Z","title":"Preprint, arXiv:2307.00184","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:22.972479Z"},"links":{"cited_paper":"/paper/2307.00184","citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:86d11b417fda20e80132a729c4674b0cee75dfff09bffc4d94dc881b6792341e","observation_id":"49219895-be20-4f93-9d17-fcc7b70504a8","resolution":{"observed_at":"2026-08-07T13:43:22.972479Z","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":"2026-08-07T13:43:23.056304Z","title":"arXiv preprint arXiv:2412.04629","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:23.056304Z"},"links":{"citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:cf486836f4f8206b4aff4e7bd729eb919e8888c86c3b67595df49252f18a5c1c","observation_id":"d67dd509-861f-4676-9089-2bc3aa498caa","resolution":{"observed_at":"2026-08-07T13:43:23.056304Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.12534","last_updated":"2025-05-11T09:58:48Z","snapshot_observed_at":"2026-08-04T18:01:59.080045Z","submitted_at":"2024-04-18T22:54:08Z","title":"Lean Copilot: Large Language Models as Copilots for Theorem Proving in Lean","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.12534","snapshot_observed_at":"2026-08-07T13:43:23.231851Z","title":"Preprint, arXiv:2404.12534","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:23.231851Z"},"links":{"cited_paper":"/paper/2404.12534","citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:c2d2db1aa369b2eff54fd6193ff75e410cd55d6a3b43fc658b00dcccde25be04","observation_id":"d9171388-d2d6-4c83-ae09-1f6d9de074cd","resolution":{"observed_at":"2026-08-07T13:43:23.231851Z","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":"2026-08-07T13:43:23.310448Z","title":"It Felt Like Hav- ing a Second Mind","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:23.310448Z"},"links":{"citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:0b3c5d43b3e4216302b57fc15ad5f5ce669de9d003beb6d6ab86f5102fcd176c","observation_id":"a1d7fb86-605d-404c-9622-b4c0b40169f1","resolution":{"observed_at":"2026-08-07T13:43:23.310448Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.14161","last_updated":"2025-09-10T08:35:19Z","snapshot_observed_at":"2026-08-01T16:27:28.241667Z","submitted_at":"2024-12-18T18:55:40Z","title":"TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.14161","snapshot_observed_at":"2026-08-07T13:43:23.386917Z","title":"Bingyu Yan, Xiaoming Zhang, Litian Zhang, Lian Zhang, Ziyi Zhou, Dezhuang Miao, and Chaozhuo Li","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:23.386917Z"},"links":{"cited_paper":"/paper/2412.14161","citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:0e9e451955f5d4ab8da1a543ca9bce66b68ea85dd852be62f364c417d49ceb98","observation_id":"9060e0f9-54c4-4de7-bde4-394d6aa91ebf","resolution":{"observed_at":"2026-08-07T13:43:23.386917Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.14321","last_updated":"2026-05-26T03:02:22Z","snapshot_observed_at":"2026-08-07T18:02:46.226109Z","submitted_at":"2025-02-20T07:18:34Z","title":"Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.14321","snapshot_observed_at":"2026-08-07T13:43:23.449402Z","title":"Preprint, arXiv:2502.14321","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:23.449402Z"},"links":{"cited_paper":"/paper/2502.14321","citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:998d22aaaa28f05cf0cf0fc8959a7466b0ef54306403dce865ecefb6cc61671d","observation_id":"79f4b976-3828-4495-8793-f54a4c4be805","resolution":{"observed_at":"2026-08-07T13:43:23.449402Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.12735","last_updated":"2025-04-18T02:45:06Z","snapshot_observed_at":"2026-08-07T16:01:34.483977Z","submitted_at":"2025-04-17T08:21:28Z","title":"The Athenian Academy: A Seven-Layer Architecture Model for Multi-Agent Systems","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.12735","snapshot_observed_at":"2026-08-07T13:43:23.509833Z","title":"arXiv preprint arXiv:2504.12735","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:23.509833Z"},"links":{"cited_paper":"/paper/2504.12735","citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:7e61f1f44bfccb01141be229b1a88aa879292cdaec7967842ff129550d7657c3","observation_id":"0b95bd57-2864-420e-98ac-0984fecbf533","resolution":{"observed_at":"2026-08-07T13:43:23.509833Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.19245","last_updated":"2025-04-21T04:40:38Z","snapshot_observed_at":"2026-07-06T19:39:28.707989Z","submitted_at":"2024-10-25T01:52:15Z","title":"MaCTG: Multi-Agent Collaborative Thought Graph for Automatic Programming","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.19245","snapshot_observed_at":"2026-08-07T13:43:23.583804Z","title":"arXiv preprint arXiv:2410.19245","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:23.583804Z"},"links":{"cited_paper":"/paper/2410.19245","citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:ab64b72c1d04b78cb0edc1ed1c87a654a2af91a5db70e2550d54a069222a446a","observation_id":"a6cc830d-e36c-4b62-80b4-b3ec5c790715","resolution":{"observed_at":"2026-08-07T13:43:23.583804Z","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":"2026-08-07T13:43:24.574596Z","title":"Colin (Ye et al., 2024) exhibits the agent proactivity through a different way","venue":null,"work_id":"749d1053-04b8-42cf-9062-5548481f3f59","year":2025},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:23.627518Z"},"links":{"citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:e52cb053aaeb4caf473c5782c5ffdba1cea340184f91a021dc7e058043d77168","observation_id":"ee4be1b4-e365-4368-8e40-2c13f29cb4dd","resolution":{"observed_at":"2026-08-07T13:43:24.630157Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.08631","last_updated":"2024-10-19T12:57:56Z","snapshot_observed_at":"2026-07-06T19:01:27.827878Z","submitted_at":"2024-08-16T09:49:51Z","title":"Persona is a Double-edged Sword: Mitigating the Negative Impact of Role-playing Prompts in Zero-shot Reasoning Tasks","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.08631","snapshot_observed_at":"2026-08-07T13:43:22.709395Z","title":"Ma- chine Bias","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":2010,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:22.709395Z"},"links":{"cited_paper":"/paper/2408.08631","citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:6c8ca33dbae8c3cba583b37b84fb2a0b0b5d7e26ea88a25054dbc8e43909c5ff","observation_id":"1fc1ad26-d02c-471c-a03a-7328106eac47","resolution":{"observed_at":"2026-08-07T13:43:22.709395Z","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":"2026-08-07T13:43:24.715457Z","title":"In 2017 International Confer- ence on Computing, Communication and Automation (ICCCA)","venue":null,"work_id":"4862bba3-a24a-42b5-a2fb-f3c3df1624f7","year":2017},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":2017,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:23.158414Z"},"links":{"citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:46c8ecf2b5aefb2ae8855a6dc29e300eb2e43c52c05589fa64d22587932beb83","observation_id":"ec2cd4ec-c46a-4e99-9a1b-13e056622274","resolution":{"observed_at":"2026-08-07T13:43:24.768285Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2102.08317","last_updated":"2021-02-16T17:56:23Z","snapshot_observed_at":"2026-07-06T10:41:53.599647Z","submitted_at":"2021-02-16T17:56:23Z","title":"Resource allocation in dynamic multiagent systems","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2102.08317","snapshot_observed_at":"2026-08-07T13:43:22.443344Z","title":"Preprint, arXiv:2102.08317","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:22.443344Z"},"links":{"cited_paper":"/paper/2102.08317","citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:801d9dcec9c4a4fe48a764708c6bc9e9818666bd0d6cf9920e783aef4af314a2","observation_id":"e6c120ef-a1e8-4df1-b697-149e62861ecc","resolution":{"observed_at":"2026-08-07T13:43:22.443344Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.17065","last_updated":"2024-11-26T03:06:04Z","snapshot_observed_at":"2026-08-05T16:37:16.863678Z","submitted_at":"2024-11-26T03:06:04Z","title":"Creative Agents: Simulating the Systems Model of Creativity with Generative Agents","version":1},"cited_work":{"arxiv_id":"2411.17065","doi":null,"metadata_source":"pith","pith_arxiv_id":"2411.17065","snapshot_observed_at":"2026-08-07T13:43:24.357618Z","title":"Creative Agents: Simulating the Systems Model of Creativity with Generative Agents","venue":"cs.MA","work_id":"7a92fc5f-6ea4-4418-b7fe-766a6c72204f","year":2024},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:22.631161Z"},"links":{"cited_paper":"/paper/2411.17065","citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:dc1a7d16eb78ad58e3bf8bad270040765f0c1ac42a667468295fc3ff78dbadfd","observation_id":"92c8601b-7c74-4391-8ab5-bf22144cfd6b","resolution":{"observed_at":"2026-08-07T13:43:24.421103Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.18864","last_updated":"2025-02-26T06:17:13Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-02-26T06:17:13Z","title":"Towards an AI co-scientist","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.18864","snapshot_observed_at":"2026-08-07T13:43:22.536367Z","title":"IEEE Access, 13:10499–10512","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-07T13:43:22.536367Z"},"links":{"cited_paper":"/paper/2502.18864","citing_paper":"/paper/2505.21116"},"observation_digest":"sha256:2a3512bcc7fb56624a913ddc233e1e545630409090b595aec79d4e15b20aa17f","observation_id":"35d461b7-027f-4c23-914f-7fd352545451","resolution":{"observed_at":"2026-08-07T13:43:22.536367Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2505.21116","last_updated":"2025-05-27T12:36:14Z","latest_version":1,"primary_category":"cs.HC","snapshot_observed_at":"2026-08-07T13:32:54.436234Z","submitted_at":"2025-05-27T12:36:14Z","title":"Creativity in LLM-based Multi-Agent Systems: A Survey"},"reference_resolution":{"displayed":16,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":13,"verified_exact":0,"verified_fuzzy":2},"total_outbound_references":16},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 4 inbound Pith citation observations for arXiv:2505.21116."}