{"as_of":"2026-08-15T17:12:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:525593e6421654fa2977aa88d1218a6f977d08167edeab4a67f4751a2c61a72c","coverage":[{"denominator":36,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":36,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T20:02:14.377591Z","state":"measured"},{"denominator":37,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":37,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-15T06:32:42.880941+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-15T12:23:09.343910Z","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":"2026-05-15T12:25:35.642267Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"cited_work":{"arxiv_id":"2507.10448","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2507.10448","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Zhaohan Xi, Wei Chen, Xiaoxu Guo, Weizhe He, and Yifei Ding","venue":null,"work_id":"4bfcb10e-6272-426b-975b-208eebce0493","year":null},"citing_paper":{"arxiv_id":"2603.13942","last_updated":"2026-04-22T08:14:00Z","snapshot_observed_at":"2026-08-13T14:57:58.663274Z","submitted_at":"2026-03-14T13:30:18Z","title":"AI Agents in Financial Markets: Architecture, Applications, and Systemic Implications","version":3},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-15T12:23:09.343910Z"},"links":{"cited_paper":"/paper/2507.10448","citing_paper":"/paper/2603.13942"},"observation_digest":"sha256:4b73199471ba7a28a401c69a87fde287bb9e72c057375792dc552f60340ec755","observation_id":"221abc9d-dddf-4504-9bea-b35913fea536","resolution":{"observed_at":"2026-05-15T12:25:35.644757Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2507.10448/citation-record","integrity":"/paper/2507.10448/integrity","json":"/paper/2507.10448/citation-record.json","paper":"/paper/2507.10448"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T20:02:14.972843Z","title":null,"venue":null,"work_id":"40891be7-e2e6-457f-83c7-1ce97e5faf84","year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.110334Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:ab9801a6d4be52835e6b0081b8f17fb2754b1b66c2f9df3a0cd6456dc2c05328","observation_id":"72b56f9c-8916-4d67-aad8-daef72135620","resolution":{"observed_at":"2026-08-06T20:02:14.977803Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-06T20:02:14.958206Z","title":null,"venue":null,"work_id":"fb229b30-4ba4-49e3-8f2b-326072ac42f4","year":2022},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.116339Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:3867280d79ceef9c94ea4a967334e68f25bae5c21ca865d66ccceea86a75e19d","observation_id":"989af775-e186-4f73-8d12-8ec313662f3f","resolution":{"observed_at":"2026-08-06T20:02:14.962812Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.15205","last_updated":"2023-10-25T05:56:13Z","snapshot_observed_at":"2026-08-13T05:43:13.601247Z","submitted_at":"2023-10-23T11:33:41Z","title":"DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.15205","snapshot_observed_at":"2026-08-06T20:02:14.121203Z","title":"arXiv preprint arXiv:2310.15205 (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.121203Z"},"links":{"cited_paper":"/paper/2310.15205","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:ad5234b58eba55f17f9a84351fcb0ef578ad783d340369a2b0df28d9afa2ebad","observation_id":"9358e498-c053-422d-a4e0-9de3ad09eb5a","resolution":{"observed_at":"2026-08-06T20:02:14.121203Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.09742","last_updated":"2024-06-28T03:11:48Z","snapshot_observed_at":"2026-08-13T13:04:54.739461Z","submitted_at":"2024-02-15T06:46:48Z","title":"AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.09742","snapshot_observed_at":"2026-08-06T20:02:14.126538Z","title":"arXiv preprint arXiv:2402.09742 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.126538Z"},"links":{"cited_paper":"/paper/2402.09742","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:0c8473cba09487b61086e864aa974451fac387aee694a8abcb7d79848c75f601","observation_id":"63a7c2f2-db37-41ad-8795-6bac1a1d14b1","resolution":{"observed_at":"2026-08-06T20:02:14.126538Z","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":"2026-08-06T20:02:14.943405Z","title":"In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing","venue":null,"work_id":"cf3ab44b-5d5a-4227-bea7-0f88e94dfb84","year":2021},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.132032Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:f2770f38418d78e068a1974033fc6acfa78b88a874b59db42a601e552098f7a2","observation_id":"56a55c84-a85d-4bf7-8188-69a496792aa6","resolution":{"observed_at":"2026-08-06T20:02:14.948167Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.02989","last_updated":"2024-12-15T07:07:28Z","snapshot_observed_at":"2026-08-13T05:57:24.480226Z","submitted_at":"2023-10-04T17:26:16Z","title":"xVal: A Continuous Numerical Tokenization for Scientific Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.02989","snapshot_observed_at":"2026-08-06T20:02:14.137091Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.137091Z"},"links":{"cited_paper":"/paper/2310.02989","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:1e538b4c88717313aa85ffbcbeee3dfa35f865ace4ba7c66757f1b87d068256e","observation_id":"c49a490d-0422-4ffb-bdc8-c97466f7126a","resolution":{"observed_at":"2026-08-06T20:02:14.137091Z","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":"2026-08-06T20:02:14.142573Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.142573Z"},"links":{"cited_paper":"/paper/2308.00352","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:63be6f86a010d1810fa12a39885f77635b451688eca2e31625a9a19a40be6530","observation_id":"b46ccf6f-ed67-4d9d-888c-289cec5c8e96","resolution":{"observed_at":"2026-08-06T20:02:14.142573Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2106.09685","last_updated":"2021-10-16T18:40:34Z","snapshot_observed_at":"2026-08-11T08:20:29.798517Z","submitted_at":"2021-06-17T17:37:18Z","title":"LoRA: Low-Rank Adaptation of Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2106.09685","snapshot_observed_at":"2026-08-06T20:02:14.147231Z","title":"Wu et al","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.147231Z"},"links":{"cited_paper":"/paper/2106.09685","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:66f94b683610a3627417bf818e99bfe9790f4be77e48defef375ad0ed0b6b852","observation_id":"71250191-24f1-49fa-b2b8-dd2e3d5daf26","resolution":{"observed_at":"2026-08-06T20:02:14.147231Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.14742","last_updated":"2023-03-26T14:49:37Z","snapshot_observed_at":"2026-08-13T12:16:52.063304Z","submitted_at":"2023-03-26T14:49:37Z","title":"Exploring the Impact of Instruction Data Scaling on Large Language Models: An Empirical Study on Real-World Use Cases","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.14742","snapshot_observed_at":"2026-08-06T20:02:14.151976Z","title":"arXiv preprint arXiv:2303.14742 (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.151976Z"},"links":{"cited_paper":"/paper/2303.14742","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:b6f8cdc72829a99354f429de34f1e74e2fce5e2408fca7078aa2780f0cecc67d","observation_id":"1ac80321-05eb-43e7-93c9-7c1ce5c3e0b2","resolution":{"observed_at":"2026-08-06T20:02:14.151976Z","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":"2026-08-06T20:02:14.927644Z","title":"Advances in Neural Information Processing Systems 37, 79410–79452 (2024)","venue":null,"work_id":"60b8e374-9f04-46b5-bfe2-fc942aae0f1d","year":2024},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.156472Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:c96e0e52f6c7b6f515159dca0dd7732b63c3fb70ff166272562284652198f755","observation_id":"46e587f1-9816-4505-a941-64c53b6ace66","resolution":{"observed_at":"2026-08-06T20:02:14.932610Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2309.03736","last_updated":"2023-09-07T14:25:35Z","snapshot_observed_at":"2026-08-13T10:18:30.805761Z","submitted_at":"2023-09-07T14:25:35Z","title":"TradingGPT: Multi-Agent System with Layered Memory and Distinct Characters for Enhanced Financial Trading Performance","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.03736","snapshot_observed_at":"2026-08-06T20:02:14.160845Z","title":"arXiv e-prints arXiv:2309.03736 (Sep 2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.160845Z"},"links":{"cited_paper":"/paper/2309.03736","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:b856acd8c96920055601d55a4909eb6ddbe2c9523bee6fce78227798fbe06c4e","observation_id":"274edb4e-0158-4d73-875f-a848a24096be","resolution":{"observed_at":"2026-08-06T20:02:14.160845Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2302.09432","last_updated":"2023-02-26T10:50:09Z","snapshot_observed_at":"2026-08-13T12:42:10.511961Z","submitted_at":"2023-02-18T22:20:37Z","title":"BBT-Fin: Comprehensive Construction of Chinese Financial Domain Pre-trained Language Model, Corpus and Benchmark","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.09432","snapshot_observed_at":"2026-08-06T20:02:14.165784Z","title":"arXiv e-prints arXiv:2302.09432 (Feb 2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.165784Z"},"links":{"cited_paper":"/paper/2302.09432","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:e305d76ac3f1419c2a8d7435d8785a9aaecfb45e48e22e55eaa8271973cd510b","observation_id":"08a9bd44-48f2-4572-867b-0e6c9f8d5fe3","resolution":{"observed_at":"2026-08-06T20:02:14.165784Z","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":"2026-08-06T20:02:14.911857Z","title":"In: Companion proceedings of the the web conference 2018","venue":null,"work_id":"8747e3fc-62b0-45be-a0dd-1dec737f58a4","year":2018},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.170780Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:54c270e7a6458d3759feffcdb71eb16325ff16c12ca064ec1cbaad0b8746dc14","observation_id":"6b5cff5b-1477-4325-97ce-c08255f9f55f","resolution":{"observed_at":"2026-08-06T20:02:14.916543Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-06T20:02:14.895184Z","title":"Journal of the Association for Information Science and Technology 65(4), 782–796 (2014)","venue":null,"work_id":"5a6f43dd-320f-4f14-b7eb-191b87311f6f","year":2014},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.175567Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:beb38ac064488ba92826cc61f8c50f5f61390262f2a9e87251f97d4079a6f362","observation_id":"37b78598-6633-4886-b9ee-1cc9e0181b47","resolution":{"observed_at":"2026-08-06T20:02:14.901326Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-06T20:02:14.878340Z","title":"https://openai.com/blog/chatgpt (2023)","venue":null,"work_id":"8682ae23-9841-43d9-bb06-82f077e07b0e","year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.180064Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:04ba0e7fd0f1acc028d5c271885129c8b0b4ce3824105bf01eabc213d47c4fa8","observation_id":"e6fea004-f3ee-4638-9c61-d276ef8e0705","resolution":{"observed_at":"2026-08-06T20:02:14.883980Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-06T20:02:14.863011Z","title":"In: China Conference on Knowledge Graph and Semantic Computing","venue":null,"work_id":"f0b7436a-fa91-402c-9d12-f7857ee71a90","year":2022},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.184418Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:4591625c94c80f501dbbc967880c66fbf003e613378668113a46d02b39231eac","observation_id":"825da592-c4c8-4aa7-af0c-2e1860838a9c","resolution":{"observed_at":"2026-08-06T20:02:14.867846Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-06T20:02:14.847630Z","title":"Pearson Prentice Hall, Upper Saddle River, NJ, 11th edn","venue":null,"work_id":"0d556e06-364b-49fb-8b65-1e25679c5263","year":2012},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.189146Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:93ad0dca1c7fea29df6e214b0f79f96f9520e4ca223d937dbc00968f9b10d6f5","observation_id":"be0023f4-9485-4d5b-b897-ab52f85ab5d9","resolution":{"observed_at":"2026-08-06T20:02:14.852759Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-06T20:02:14.832571Z","title":null,"venue":null,"work_id":"aea0b766-d4cf-49a9-b84c-66f09f100c7c","year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.193374Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:246bfe3eb09af7b3cfd7ff91fc4ef20343d3318eb4f9f925f93dd26d663a881b","observation_id":"d16a034f-1462-4a01-b889-21890a5d36f1","resolution":{"observed_at":"2026-08-06T20:02:14.837412Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-06T20:02:14.815880Z","title":null,"venue":null,"work_id":"148692db-f276-4dd9-aa90-931f228ca959","year":2022},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.197757Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:0e4c4378ce410cb611ded4b2bf9b5ef24e934fafa2e91b36a9fad78062de40f3","observation_id":"33b291a4-916f-4ba0-9f30-6ad73565ea65","resolution":{"observed_at":"2026-08-06T20:02:14.821358Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.13971","last_updated":"2023-02-27T17:11:15Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-02-27T17:11:15Z","title":"LLaMA: Open and Efficient Foundation Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.13971","snapshot_observed_at":"2026-08-06T20:02:14.202305Z","title":"arXiv e-prints arXiv:2302.13971 (Feb 2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.202305Z"},"links":{"cited_paper":"/paper/2302.13971","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:bab61d6f068d49e9f014c56ce95b21723c688bc4020b2eb4794720a0a506bafb","observation_id":"6ff00d53-24dd-4cf5-b23b-0380e3e9789b","resolution":{"observed_at":"2026-08-06T20:02:14.202305Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.10209","last_updated":"2023-06-16T23:26:19Z","snapshot_observed_at":"2026-08-13T11:14:58.035367Z","submitted_at":"2023-06-16T23:26:19Z","title":"ZeRO++: Extremely Efficient Collective Communication for Giant Model Training","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.10209","snapshot_observed_at":"2026-08-06T20:02:14.207316Z","title":"arXiv e-prints arXiv:2306.10209 (Jun 2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.207316Z"},"links":{"cited_paper":"/paper/2306.10209","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:f08e0862b7c37e1bc745505b4f64774085e2d973fdc3f85ff869d74bac6beb9e","observation_id":"dc73c0e0-d89e-46ed-81c8-57b908b7d4f1","resolution":{"observed_at":"2026-08-06T20:02:14.207316Z","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":"2026-08-06T20:02:14.798485Z","title":null,"venue":null,"work_id":"6fed8d54-3ade-4a78-81c1-f024ff69c2d6","year":2022},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.212046Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:7e2655c7a28bcbab5022095dfa1982609b4cedf4db490959e782ce20b270fdc8","observation_id":"8287a91b-964e-4d89-b449-9ce9c9659951","resolution":{"observed_at":"2026-08-06T20:02:14.803230Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.01430","last_updated":"2023-07-31T07:44:15Z","snapshot_observed_at":"2026-08-14T23:11:24.577607Z","submitted_at":"2023-07-31T07:44:15Z","title":"FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.01430","snapshot_observed_at":"2026-08-06T20:02:14.216320Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.216320Z"},"links":{"cited_paper":"/paper/2308.01430","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:15dee3ad6e7d3b94d7a7cf81324ee6b13df27dd1c90cc9a451ae27b0dfa8ff8f","observation_id":"1978c6fb-56e1-4932-976c-1b9d55e886b7","resolution":{"observed_at":"2026-08-06T20:02:14.216320Z","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":"2026-08-06T20:02:14.782897Z","title":null,"venue":null,"work_id":"b16a6339-db6f-4162-998c-10d5a5e4601b","year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.220957Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:163b03b8d5bc56f112fb1c56c66ac27d9bc44162c27ed512e1f3a8d439e344f9","observation_id":"241ed7d2-dd9f-4ffd-b334-e8c08131e9e5","resolution":{"observed_at":"2026-08-06T20:02:14.787501Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.08155","last_updated":"2023-10-03T20:47:10Z","snapshot_observed_at":"2026-08-08T22:28:26.004138Z","submitted_at":"2023-08-16T05:57:52Z","title":"AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.08155","snapshot_observed_at":"2026-08-06T20:02:14.225277Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.225277Z"},"links":{"cited_paper":"/paper/2308.08155","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:534c43797842841cb252e396bb2a356a2b2864e395abca13e30900dbd99cf651","observation_id":"e55940d1-54fc-4ee3-a70c-f3d6a0973561","resolution":{"observed_at":"2026-08-06T20:02:14.225277Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.17564","last_updated":"2023-12-21T06:21:11Z","snapshot_observed_at":"2026-08-14T12:54:48.492396Z","submitted_at":"2023-03-30T17:30:36Z","title":"BloombergGPT: A Large Language Model for Finance","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.17564","snapshot_observed_at":"2026-08-06T20:02:14.229995Z","title":"arXiv preprint arXiv:2303.17564 (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.229995Z"},"links":{"cited_paper":"/paper/2303.17564","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:4ac11745b09fd7104f6ea150542ed69f4734fb264f4c1e5b5e93541461278e09","observation_id":"d90730ae-a719-42d2-b6d2-118059db6e97","resolution":{"observed_at":"2026-08-06T20:02:14.229995Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.05443","last_updated":"2023-06-08T14:20:29Z","snapshot_observed_at":"2026-08-13T11:21:04.606474Z","submitted_at":"2023-06-08T14:20:29Z","title":"PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.05443","snapshot_observed_at":"2026-08-06T20:02:14.234625Z","title":"arXiv preprint arXiv:2306.05443 (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.234625Z"},"links":{"cited_paper":"/paper/2306.05443","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:2b77dee88c20dc96a79d057be10505d5b6569325e417ef16dd1439d292ae8032","observation_id":"9a6be9af-1915-402d-864a-2c3f6c4b136c","resolution":{"observed_at":"2026-08-06T20:02:14.234625Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.01196","last_updated":"2023-12-02T21:05:22Z","snapshot_observed_at":"2026-08-13T12:10:07.949088Z","submitted_at":"2023-04-03T17:59:09Z","title":"Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.01196","snapshot_observed_at":"2026-08-06T20:02:14.239454Z","title":"arXiv preprint arXiv:2304.01196 (2023) FinTeam: Multi-Agent Financial Intelligence System 13","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.239454Z"},"links":{"cited_paper":"/paper/2304.01196","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:05154bcb55962a85020be229e16a3effadf90a401655427b361e3e7138e23035","observation_id":"2258eea1-bbdd-435a-be9c-413a762e05b9","resolution":{"observed_at":"2026-08-06T20:02:14.239454Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.13064","last_updated":"2023-09-15T02:59:31Z","snapshot_observed_at":"2026-08-13T10:13:14.682758Z","submitted_at":"2023-09-15T02:59:31Z","title":"InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.13064","snapshot_observed_at":"2026-08-06T20:02:14.343795Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.343795Z"},"links":{"cited_paper":"/paper/2309.13064","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:58a3f16cbad196e61a5c40266f0d1e22e74e0702fd8e3a6497c457d73f68a9ab","observation_id":"cda6616d-4795-4d6d-b2ef-2226a240e5cf","resolution":{"observed_at":"2026-08-06T20:02:14.343795Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.13743","last_updated":"2023-12-03T16:18:55Z","snapshot_observed_at":"2026-08-13T20:56:10.606641Z","submitted_at":"2023-11-23T00:24:40Z","title":"FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.13743","snapshot_observed_at":"2026-08-06T20:02:14.349355Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.349355Z"},"links":{"cited_paper":"/paper/2311.13743","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:db59785d3584836cb769318c634eddb6a5f422137c8088ac395dad0c41c8c869","observation_id":"91d64b77-c690-4964-8ceb-9e75ac93fa87","resolution":{"observed_at":"2026-08-06T20:02:14.349355Z","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":"2026-08-06T20:02:14.767415Z","title":"In: Findings of the Association for Computational Linguistics: NAACL 2025","venue":null,"work_id":"8e9afa47-3d2a-4612-8ed7-c2db69d707c0","year":2025},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.354192Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:c2ee781d3701ff656a715ba6b6d8da6e41dbb7250b6e7b3ad3be72d993390278","observation_id":"3705a761-63ee-48c9-8f92-e0af3351b4d4","resolution":{"observed_at":"2026-08-06T20:02:14.772268Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-06T20:02:14.751430Z","title":"In: International Conference on Database Systems for Advanced Applications","venue":null,"work_id":"b2e069fc-6d73-4844-acbf-6e86ad998006","year":2024},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.358834Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:9e90de299705b723d4388edc1ee7b826487a1e1f68328fb4404f82d7c4f4fb0a","observation_id":"cc5889cd-4d79-4c09-8244-91fede7983fd","resolution":{"observed_at":"2026-08-06T20:02:14.756221Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-06T20:02:14.732575Z","title":"In: Proceedings of the AAAI Conference on Artificial Intelligence","venue":null,"work_id":"00cf64a1-03f8-42d9-8d31-0cea8c989043","year":2025},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.363576Z"},"links":{"citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:4b92a1250d440b86c48cde5abbfd3bab7c0f2dff4867301a21c2523502714f19","observation_id":"4f02d262-907c-472c-beb5-ac3293cb4e7e","resolution":{"observed_at":"2026-08-06T20:02:14.739661Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.09975","last_updated":"2024-12-08T06:34:31Z","snapshot_observed_at":"2026-08-15T12:48:45.199456Z","submitted_at":"2023-08-19T10:38:00Z","title":"FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.09975","snapshot_observed_at":"2026-08-06T20:02:14.367942Z","title":"arXiv preprint arXiv:2308.09975 (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.367942Z"},"links":{"cited_paper":"/paper/2308.09975","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:8e5e424441aae11ab9208e0e173dee1edd938c7788e7c87d73a7e5c0541b46ab","observation_id":"54816c39-edf4-4590-ba82-c6e181ae88ce","resolution":{"observed_at":"2026-08-06T20:02:14.367942Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.18485","last_updated":"2024-06-28T10:35:56Z","snapshot_observed_at":"2026-08-13T04:08:03.527577Z","submitted_at":"2024-02-28T17:06:54Z","title":"A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.18485","snapshot_observed_at":"2026-08-06T20:02:14.372783Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.372783Z"},"links":{"cited_paper":"/paper/2402.18485","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:8aaab9d05bd2bd706f53aefe9fd3a26d7509667f833b8a3e34fd17ed9f1d0bc0","observation_id":"4c09d488-ede5-46e0-bb77-20d0fbfea5d4","resolution":{"observed_at":"2026-08-06T20:02:14.372783Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.12002","last_updated":"2023-05-19T21:01:20Z","snapshot_observed_at":"2026-08-13T11:38:26.379244Z","submitted_at":"2023-05-19T21:01:20Z","title":"XuanYuan 2.0: A Large Chinese Financial Chat Model with Hundreds of Billions Parameters","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.12002","snapshot_observed_at":"2026-08-06T20:02:14.377591Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T20:02:14.377591Z"},"links":{"cited_paper":"/paper/2305.12002","citing_paper":"/paper/2507.10448"},"observation_digest":"sha256:f3775aaed9c69eccb51e10ca81121e19ccd7fc4d1f7c2d49978a86db6c9a9b20","observation_id":"dff55cc0-b91a-4e56-b38a-8918414b430a","resolution":{"observed_at":"2026-08-06T20:02:14.377591Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2507.10448","last_updated":"2025-07-05T10:12:25Z","latest_version":1,"primary_category":"cs.CE","snapshot_observed_at":"2026-08-15T11:38:51.846438Z","submitted_at":"2025-07-05T10:12:25Z","title":"FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios"},"reference_resolution":{"displayed":36,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":26,"verified_exact":0,"verified_fuzzy":10},"total_outbound_references":36},"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":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"thesis":"As of 15 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2507.10448."}