{"as_of":"2026-08-23T20:00:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:484832416697f00cff08770a3478a01b1bdceb4c1453ed1df1b349d876cc2bf1","coverage":[{"denominator":26,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":26,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-15T21:59:19.122130Z","state":"measured"},{"denominator":28,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":28,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-23T06:30:58.430688+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-31T13:33:28.292000Z","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":"2026-05-14T18:52:35.618911Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"cited_work":{"arxiv_id":"2505.08446","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2505.08446","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Agent-as-a-service based on agent network","venue":null,"work_id":"1f9441e1-4e64-4d4f-a24d-3e1a89d89929","year":2025},"citing_paper":{"arxiv_id":"2605.13618","last_updated":"2026-05-13T14:47:01Z","snapshot_observed_at":"2026-08-11T16:45:31.602998Z","submitted_at":"2026-05-13T14:47:01Z","title":"OpenAaaS: An Open Agent-as-a-Service Framework for Distributed Materials-Informatics Research","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-14T18:50:27.219978Z"},"links":{"cited_paper":"/paper/2505.08446","citing_paper":"/paper/2605.13618"},"observation_digest":"sha256:5f8311bb1ea52d85cb085b9beeff0faef714327a110fc841164121d50ddeb452","observation_id":"d0c0eb42-ad49-4afc-a806-04aaa12dacb2","resolution":{"observed_at":"2026-05-14T18:52:35.622593Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.08446","snapshot_observed_at":"2026-07-31T13:33:28.292000Z","title":"Agent-as-a-service based on agent network,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.28242","last_updated":"2026-07-30T14:06:23Z","snapshot_observed_at":"2026-08-19T14:39:00.245218Z","submitted_at":"2026-07-30T14:06:23Z","title":"Agentic Metaverse Services: A New As-a-Service Paradigm","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-07-31T13:33:28.292000Z"},"links":{"cited_paper":"/paper/2505.08446","citing_paper":"/paper/2607.28242"},"observation_digest":"sha256:4ef9010dbbb132a6e8e3d21cbac724d0612953c11e23bdc761e6fd1da726b44e","observation_id":"b6c1be75-cfb2-4823-a809-82cf3bc77968","resolution":{"observed_at":"2026-07-31T13:33:28.292000Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2505.08446/citation-record","integrity":"/paper/2505.08446/integrity","json":"/paper/2505.08446/citation-record.json","paper":"/paper/2505.08446"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2503.13415","last_updated":"2025-03-17T17:45:46Z","snapshot_observed_at":"2026-08-16T12:49:15.872509Z","submitted_at":"2025-03-17T17:45:46Z","title":"A Comprehensive Survey on Multi-Agent Cooperative Decision-Making: Scenarios, Approaches, Challenges and Perspectives","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.13415","snapshot_observed_at":"2026-08-15T21:59:19.021574Z","title":"A comprehensive survey on multi-agent cooperative decision-making: Scenarios, approaches, challenges and perspectives.CoRR, abs/2503.13415, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.021574Z"},"links":{"cited_paper":"/paper/2503.13415","citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:fabb348a07cb1803a5f7e0dc4d14b06b463d776cf5225b9f4f2969e849514fa2","observation_id":"710aa158-7443-4f74-8bd2-94353bc996c7","resolution":{"observed_at":"2026-08-15T21:59:19.021574Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.01968","last_updated":"2025-01-29T05:41:52Z","snapshot_observed_at":"2026-08-20T16:14:27.549380Z","submitted_at":"2024-02-03T00:27:22Z","title":"A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.01968","snapshot_observed_at":"2026-08-15T21:59:19.026669Z","title":"A survey on context-aware multi-agent systems: Techniques, challenges and future directions.CoRR, abs/2402.01968, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.026669Z"},"links":{"cited_paper":"/paper/2402.01968","citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:f389105fc06342b9f81553f53eada796d33056ec3b419d800388c418c3dc6fd7","observation_id":"59ad2bcf-8e55-48cc-b2eb-d630ae53214c","resolution":{"observed_at":"2026-08-15T21:59:19.026669Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.23278","last_updated":"2025-10-07T07:13:32Z","snapshot_observed_at":"2026-08-23T08:14:33.814382Z","submitted_at":"2025-03-30T01:58:22Z","title":"Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.23278","snapshot_observed_at":"2026-08-15T21:59:19.031236Z","title":"Model context protocol (MCP): landscape, security threats, and future research directions.CoRR, abs/2503.23278, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.031236Z"},"links":{"cited_paper":"/paper/2503.23278","citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:2a12138a940077208d2f268fb2afe30946a734553178a42c814205cdd2b34c93","observation_id":"6341eae7-40a5-4392-a542-fbc24a9583fe","resolution":{"observed_at":"2026-08-15T21:59:19.031236Z","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":"2026-08-15T21:59:19.393938Z","title":"Model context protocol (mcp): Landscape, security threats, and future research directions, 2025","venue":null,"work_id":"feb90fa7-ec3f-4b53-a698-ca5700028491","year":2025},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.036187Z"},"links":{"citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:0e73a28214b947fb0039aa11d7736b1ca03c97770e9224803821485e93d1d60a","observation_id":"b0887d50-172c-4aca-a89d-44dbda288ebd","resolution":{"observed_at":"2026-08-15T21:59:19.397954Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+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":"2026-08-15T21:59:19.383171Z","title":null,"venue":null,"work_id":"371785b3-dd60-484d-939a-5928ad80fb14","year":2014},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.041070Z"},"links":{"citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:6939d570f31bc63807b87d7ef3a2afffd78297267311925330387bf3bdb15846","observation_id":"19c01daf-108b-4199-bfb9-c62eca7cc94c","resolution":{"observed_at":"2026-08-15T21:59:19.386823Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.12856","last_updated":"2024-02-25T16:17:43Z","snapshot_observed_at":"2026-08-14T05:33:25.547274Z","submitted_at":"2023-07-24T14:56:30Z","title":"A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.12856","snapshot_observed_at":"2026-08-15T21:59:19.045414Z","title":"A real-world webagent with planning, long context understanding, and program synthesis.arXiv preprint arXiv:2307.12856, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.045414Z"},"links":{"cited_paper":"/paper/2307.12856","citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:48fee2e0c672f85b7ec47b892e88adba7104a6966e55ed8a47f0b39f3d6c8e2b","observation_id":"62d7e382-dc2c-4aa8-a0d0-7e10cef7e3d4","resolution":{"observed_at":"2026-08-15T21:59:19.045414Z","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":"2026-08-15T21:59:19.049758Z","title":"Generative agents: Interactive simulacra of human behavior","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.049758Z"},"links":{"citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:c46f08f5794c696c66af2e8e743cc90b291be3d0bdc249ad7f565a05b2abe759","observation_id":"c58f5fb2-8b10-4fde-9b49-e32ba057c19d","resolution":{"observed_at":"2026-08-15T21:59:19.049758Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.10943","last_updated":"2024-07-15T17:40:46Z","snapshot_observed_at":"2026-08-21T14:21:59.387861Z","submitted_at":"2024-07-15T17:40:46Z","title":"GRUtopia: Dream General Robots in a City at Scale","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.10943","snapshot_observed_at":"2026-08-15T21:59:19.053309Z","title":"Grutopia: Dream general robots in a city at scale.arXiv preprint arXiv:2407.10943, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.053309Z"},"links":{"cited_paper":"/paper/2407.10943","citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:3a5b2647e6d5175eff4e3d021aefefb5641b1d6a6bae2f653777a2da5b29691a","observation_id":"270b2777-8f0f-4777-ae1d-18183ada1ef0","resolution":{"observed_at":"2026-08-15T21:59:19.053309Z","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":"2026-08-15T21:59:19.364770Z","title":"Caven: an embodied conversational agent for efficient audio-visual navigation in noisy environments","venue":null,"work_id":"39d71b2e-0802-4044-a7dc-5bc18fb10952","year":2024},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.057183Z"},"links":{"citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:20874472be2ae487b20b07cda72fdc9a1ebad36d6f7365d4257a6d1dbb216ee1","observation_id":"cbab936b-4b0b-40db-bb77-ee427c25035d","resolution":{"observed_at":"2026-08-15T21:59:19.368663Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.07924","last_updated":"2024-06-05T13:23:49Z","snapshot_observed_at":"2026-08-16T00:37:44.307785Z","submitted_at":"2023-07-16T02:11:34Z","title":"ChatDev: Communicative Agents for Software Development","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.07924","snapshot_observed_at":"2026-08-15T21:59:19.060516Z","title":"Communicative agents for software development.arXiv preprint arXiv:2307.07924, 6(3), 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.060516Z"},"links":{"cited_paper":"/paper/2307.07924","citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:7b4526bc931a581d9cea84044e987c05451755a357098656cec66fd5ea218ddb","observation_id":"681612ca-6231-4c62-8148-49da9635f583","resolution":{"observed_at":"2026-08-15T21:59:19.060516Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.07061","last_updated":"2024-07-10T15:57:21Z","snapshot_observed_at":"2026-08-19T20:20:59.657694Z","submitted_at":"2024-07-09T17:33:24Z","title":"Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.07061","snapshot_observed_at":"2026-08-15T21:59:19.065103Z","title":"Internet of agents: Weaving a web of heterogeneous agents for collaborative intelligence","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.065103Z"},"links":{"cited_paper":"/paper/2407.07061","citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:b9ccc5f9f177dac69871567d143deb4634e1fe02f7da58a237be1acca9136e08","observation_id":"5a7cadb7-31e5-4c6d-a852-445bb291663a","resolution":{"observed_at":"2026-08-15T21:59:19.065103Z","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":"2026-08-15T21:59:19.069174Z","title":"User behavior simulation with large language model-based agents.ACM Transactions on Information Systems, 43(2):1–37, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.069174Z"},"links":{"citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:fd77cb918609d2055114fdc4ae221f9f773c0c852560ce44aa6ef5bea786f49f","observation_id":"cf46ba5c-4b58-4286-a3f5-c52c99bee1c6","resolution":{"observed_at":"2026-08-15T21:59:19.069174Z","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":"2026-08-15T21:59:19.072750Z","title":"Alpacafarm: A simulation framework for methods that learn from human feedback.Advances in Neural Information Processing Systems, 36:30039–30069, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.072750Z"},"links":{"citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:8541117153b78619b24cf416ef26ea5039ec709607ed1fddceb3f37a5236d522","observation_id":"721e90ad-a701-43bb-9dd9-fe5f496f75b8","resolution":{"observed_at":"2026-08-15T21:59:19.072750Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.14209","last_updated":"2024-12-25T02:54:02Z","snapshot_observed_at":"2026-08-17T02:20:30.969692Z","submitted_at":"2024-10-18T06:51:13Z","title":"Agents4PLC: Automating Closed-loop PLC Code Generation and Verification in Industrial Control Systems using LLM-based Agents","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.14209","snapshot_observed_at":"2026-08-15T21:59:19.076491Z","title":"Agents4plc: Automating closed-loop plc code generation and verification in industrial control systems using llm-based agents.arXiv preprint arXiv:2410.14209, 2024","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.076491Z"},"links":{"cited_paper":"/paper/2410.14209","citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:d52f38841bc7bc62d6b76a573f32a9a6b39bc4deda92900fb8c11097b1bc25df","observation_id":"f15f41cf-7946-484b-80ef-f8bacae2f722","resolution":{"observed_at":"2026-08-15T21:59:19.076491Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00352","last_updated":"2024-11-01T14:36:52Z","snapshot_observed_at":"2026-08-12T16:02:21.969968Z","submitted_at":"2023-08-01T07:49:10Z","title":"MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework","version":7},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.00352","snapshot_observed_at":"2026-08-15T21:59:19.081467Z","title":"Metagpt: Meta programming for multi-agent collaborative framework.arXiv preprint arXiv:2308.00352, 3(4):6, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.081467Z"},"links":{"cited_paper":"/paper/2308.00352","citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:11821bb6204be5edb69bce72099d867fa5ab801eab4c4fe0d12a325d301e9938","observation_id":"5ee2731d-0473-4ee8-877a-b71650d63a53","resolution":{"observed_at":"2026-08-15T21:59:19.081467Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.04091","last_updated":"2023-05-26T07:06:48Z","snapshot_observed_at":"2026-08-15T11:15:42.066340Z","submitted_at":"2023-05-06T16:34:37Z","title":"Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.04091","snapshot_observed_at":"2026-08-15T21:59:19.085310Z","title":"Plan-and- solve prompting: Improving zero-shot chain-of-thought reasoning by large language models.arXiv preprint arXiv:2305.04091, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.085310Z"},"links":{"cited_paper":"/paper/2305.04091","citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:30851f2ae0d76b1ab278f70b3bff53a1e35c532ab22bb314de30fb84b80167b9","observation_id":"c137e31a-0e4b-4c1b-a436-7284cc7aafba","resolution":{"observed_at":"2026-08-15T21:59:19.085310Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.05300","last_updated":"2024-03-26T14:32:33Z","snapshot_observed_at":"2026-08-19T11:31:06.728213Z","submitted_at":"2023-07-11T14:45:19Z","title":"Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.05300","snapshot_observed_at":"2026-08-15T21:59:19.089248Z","title":"Unleashing the emergent cognitive synergy in large language models: A task-solving agent through multi-persona self-collaboration.arXiv preprint arXiv:2307.05300, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.089248Z"},"links":{"cited_paper":"/paper/2307.05300","citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:09d818834656dfc38eeaf58ad60afde91352521bc4e58c687e1ef0a772af5216","observation_id":"74ef9016-e042-475a-b3e2-1cd8a03b63ec","resolution":{"observed_at":"2026-08-15T21:59:19.089248Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.16789","last_updated":"2023-10-03T14:45:48Z","snapshot_observed_at":"2026-08-16T04:18:30.717622Z","submitted_at":"2023-07-31T15:56:53Z","title":"ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.16789","snapshot_observed_at":"2026-08-15T21:59:19.093164Z","title":"Toolllm: Facilitating large language models to master 16000+ real-world apis.arXiv preprint arXiv:2307.16789, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.093164Z"},"links":{"cited_paper":"/paper/2307.16789","citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:537d27fa3713867dfd7bad527cb69026c3726492ef654b6c30fc606273f32551","observation_id":"e7c91a10-6fb5-4277-8731-406700e7136d","resolution":{"observed_at":"2026-08-15T21:59:19.093164Z","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":"2026-08-15T21:59:19.097051Z","title":"Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.097051Z"},"links":{"citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:91da978bd4f77c3531f4c43000c02a1b6ff433eeeca8ff20e9666f1f00fd66a9","observation_id":"b77d0e61-1a41-45c0-b97b-f5c1b6b51d14","resolution":{"observed_at":"2026-08-15T21:59:19.097051Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2203.11171","last_updated":"2023-03-07T17:57:37Z","snapshot_observed_at":"2026-08-16T01:49:22.176843Z","submitted_at":"2022-03-21T17:48:52Z","title":"Self-Consistency Improves Chain of Thought Reasoning in Language Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2203.11171","snapshot_observed_at":"2026-08-15T21:59:19.100504Z","title":"Self-consistency improves chain of thought reasoning in language models.arXiv preprint arXiv:2203.11171, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.100504Z"},"links":{"cited_paper":"/paper/2203.11171","citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:da190550c2589fe24fcd7a48989e15e42e33735cf26618c58820618be635fe36","observation_id":"2bf1acab-a024-4fa4-a51a-482582a9ad88","resolution":{"observed_at":"2026-08-15T21:59:19.100504Z","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":"2026-08-15T21:59:19.104146Z","title":"React: Synergizing reasoning and acting in language models","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.104146Z"},"links":{"citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:387e5756fddc1bee80352962b790e6f72a453c426880950e1b6ba2b71c499065","observation_id":"d68ddd8c-2ba4-4e49-8463-b6e2f4a680dd","resolution":{"observed_at":"2026-08-15T21:59:19.104146Z","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":"2026-08-15T21:59:19.107553Z","title":"Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.107553Z"},"links":{"citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:ee8e71d5007c72ca488a319737a7557468241180c001ff43224da5fa49f98164","observation_id":"8044e21b-b242-4c73-81cb-4f62bbfc4e10","resolution":{"observed_at":"2026-08-15T21:59:19.107553Z","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":"2026-08-15T21:59:19.319290Z","title":"Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.Advances in Neural Information Processing Systems, 36:38154–38180, 2023","venue":null,"work_id":"836e5199-6f7e-45f6-9508-e0345b2b6f22","year":2023},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.111059Z"},"links":{"citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:989e76a352122489188beceb1ef02310098ecebaa65a9563690a035b625d471a","observation_id":"b1130c40-c26b-41c7-bdc5-d85390925af4","resolution":{"observed_at":"2026-08-15T21:59:19.323274Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+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":"2026-08-15T21:59:19.307926Z","title":"Self-contrast: Better reflection through inconsistent solving perspectives","venue":null,"work_id":"e1985687-2990-4ccd-9f9b-2b6cbc91e6d2","year":null},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.114634Z"},"links":{"citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:ff13c81c1d8c470f99051f0e657d36d7c0f1eff3ff72dc8b8ef261f5ca1747f7","observation_id":"02e835bd-37b3-44a0-9e48-c050e12c43a0","resolution":{"observed_at":"2026-08-15T21:59:19.311580Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+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":"2026-08-15T21:59:19.296928Z","title":"Chatdev: Communicative agents for software development","venue":null,"work_id":"be28c777-cb80-4973-8743-0934ffffdb2f","year":2024},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.118537Z"},"links":{"citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:f81a681e490d29efe121134db3a07eacbeb25ec8bd280142847a731c7061daf3","observation_id":"10eb7220-1eb7-4e87-8b0a-3bd4e4052631","resolution":{"observed_at":"2026-08-15T21:59:19.300708Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+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":"2026-08-15T21:59:19.284072Z","title":"Gptswarm: Language agents as optimizable graphs","venue":null,"work_id":"7dcb7720-983a-4b50-82b2-5bc47544ab26","year":2024},"citing_paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-15T21:59:19.122130Z"},"links":{"citing_paper":"/paper/2505.08446"},"observation_digest":"sha256:6b2281a05f1761b35efc4bcaaa46b8e993e35076610a14374f8f8e25ec7b1de4","observation_id":"e52a93e8-d65a-4213-b838-c00b8d265ee8","resolution":{"observed_at":"2026-08-15T21:59:19.289528Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2505.08446","last_updated":"2025-05-13T11:15:19Z","latest_version":1,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-20T03:11:43.622746Z","submitted_at":"2025-05-13T11:15:19Z","title":"Agent-as-a-Service based on Agent Network"},"reference_resolution":{"displayed":26,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":20,"verified_exact":0,"verified_fuzzy":6},"total_outbound_references":26},"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":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"thesis":"As of 23 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 2 inbound Pith citation observations for arXiv:2505.08446."}