{"as_of":"2026-08-08T19:45:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:e936ce7a660382fa6b9e686e065e8131a5b6715d1fe3f72e3a0bddcb48c8bf61","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":21,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":21,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":21,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":21,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-08T10:25:12.947776Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":1,"source":"arxiv_reference","source_observed_at":"2026-08-05T02:28:24.338817Z","state":"measured"}],"external_citation_measurements":[{"count":3,"observed_at":"2026-08-05T02:28:24.338817Z","source":"arxiv_reference"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":"2210.03849","doi":"10.48550/arxiv.2210.03849","metadata_source":"arxiv_reference","pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"ConvFinQA: Exploring the chain of numerical reasoning in 20 conversational finance question answering","venue":"arXiv (Cornell University)","work_id":"36c74fad-5676-4ef0-bbc7-fb4f7022c0da","year":2022},"citing_paper":{"arxiv_id":"2211.12588","last_updated":"2023-10-23T01:27:38Z","snapshot_observed_at":"2026-08-02T13:06:11.850456Z","submitted_at":"2022-11-22T21:06:00Z","title":"Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks","version":4},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-12T16:48:27.918334Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2211.12588"},"observation_digest":"sha256:59f814106380c66fce8acc759f50a7a969cb128c452967158ef7721771de9661","observation_id":"9803fdb0-cd18-428f-9a00-165af553f4d2","resolution":{"observed_at":"2026-05-12T16:48:28.143634Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-08T10:25:12.947776Z","title":"Convfinqa: Exploring the chain of numerical reasoning in conversational finance question answering","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2502.08127","last_updated":"2025-06-14T03:19:54Z","snapshot_observed_at":"2026-08-08T10:18:14.855636Z","submitted_at":"2025-02-12T05:13:04Z","title":"Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance","version":3},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-08T10:25:12.947776Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2502.08127"},"observation_digest":"sha256:77f31d2786b0d860040874be42c9c70e613ab524276080971799b5d8a0a7cef0","observation_id":"120191bc-4693-481d-aa87-79cb0c708e10","resolution":{"observed_at":"2026-08-08T10:25:12.947776Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":"2210.03849","doi":"10.48550/arxiv.2210.03849","metadata_source":"arxiv_reference","pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"ConvFinQA: Exploring the chain of numerical reasoning in 20 conversational finance question answering","venue":"arXiv (Cornell University)","work_id":"36c74fad-5676-4ef0-bbc7-fb4f7022c0da","year":2022},"citing_paper":{"arxiv_id":"2503.22693","last_updated":"2026-05-20T06:35:51Z","snapshot_observed_at":"2026-08-02T19:43:11.453664Z","submitted_at":"2025-03-14T01:35:20Z","title":"Bridging Language Models and Financial Analysis","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-23T01:08:58.528533Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2503.22693"},"observation_digest":"sha256:8362e082a6ffcdaa5ba20bc3aec965c232dfce8c4ea28ad6f8d73e54222d4206","observation_id":"5500be26-3c43-45e9-933d-acbe7081652c","resolution":{"observed_at":"2026-05-23T01:12:20.597903Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":"2210.03849","doi":"10.48550/arxiv.2210.03849","metadata_source":"arxiv_reference","pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"ConvFinQA: Exploring the chain of numerical reasoning in 20 conversational finance question answering","venue":"arXiv (Cornell University)","work_id":"36c74fad-5676-4ef0-bbc7-fb4f7022c0da","year":2022},"citing_paper":{"arxiv_id":"2505.20650","last_updated":"2026-05-17T16:54:39Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-05-27T02:55:53Z","title":"FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information","version":5},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-22T02:25:01.761434Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2505.20650"},"observation_digest":"sha256:9c188b919629c2d2ba71ea1e0cf2492949a8dab5be4107c3875c8b68f1566dd5","observation_id":"cde04bd5-dea3-4f56-95c9-c898513f0854","resolution":{"observed_at":"2026-05-22T02:25:56.262965Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-07T11:50:40.089306Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01319","last_updated":"2025-06-02T05:02:03Z","snapshot_observed_at":"2026-08-08T07:02:18.787880Z","submitted_at":"2025-06-02T05:02:03Z","title":"Learning Sparsity for Effective and Efficient Music Performance Question Answering","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-07T11:50:40.089306Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2506.01319"},"observation_digest":"sha256:115ddae8f775354a5768ac084f7d1349c46e7d9ffb40b6b8e5d4a447c3bbce06","observation_id":"402f06a5-e9f7-434c-8410-b0380aed934c","resolution":{"observed_at":"2026-08-07T11:50:40.089306Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-07T00:39:42.204691Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.12958","last_updated":"2025-06-20T15:52:06Z","snapshot_observed_at":"2026-08-07T07:24:20.034880Z","submitted_at":"2025-06-15T20:42:45Z","title":"Domain Specific Benchmarks for Evaluating Multimodal Large Language Models","version":2},"reference_index":150,"source":"pdf_text","source_observed_at":"2026-08-07T00:39:42.204691Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2506.12958"},"observation_digest":"sha256:9d7ee48df6129b6386f11036bb7f475f3289a97c00af087a408b22db07d46dce","observation_id":"94d06aa5-ebfe-40d0-8ee1-6b921b743e2c","resolution":{"observed_at":"2026-08-07T00:39:42.204691Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-06T17:39:41.387179Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.10326","last_updated":"2025-07-14T14:34:15Z","snapshot_observed_at":"2026-08-06T21:01:37.057113Z","submitted_at":"2025-07-14T14:34:15Z","title":"Grammar-Guided Evolutionary Search for Discrete Prompt Optimisation","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T17:39:41.387179Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2507.10326"},"observation_digest":"sha256:76ebe9c0fb522f0b7d47a1dd999fc5f3b8d8c5ba2ab95cde1d26956581945bbe","observation_id":"611875cf-44fa-4461-80d2-ef6323231b47","resolution":{"observed_at":"2026-08-06T17:39:41.387179Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-06T04:30:49.518162Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2508.03489","last_updated":"2025-08-05T14:20:10Z","snapshot_observed_at":"2026-08-08T05:45:23.193582Z","submitted_at":"2025-08-05T14:20:10Z","title":"CF-RAG: A Dataset and Method for Carbon Footprint QA Using Retrieval-Augmented Generation","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T04:30:49.518162Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2508.03489"},"observation_digest":"sha256:bae319f87551dc5b91a02cb77d2322ec189b09246f8a608b17a5030cf5f7b1ed","observation_id":"77456a36-5d34-4ee0-ae48-7cf641000406","resolution":{"observed_at":"2026-08-06T04:30:49.518162Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-04T23:56:52.517050Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2509.06278","last_updated":"2026-07-26T14:15:22Z","snapshot_observed_at":"2026-08-07T02:53:13.345082Z","submitted_at":"2025-09-08T02:00:31Z","title":"TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning","version":4},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-04T23:56:52.517050Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2509.06278"},"observation_digest":"sha256:17644c2f3e2e88f33ab3dd6e267dfdf4470d2b737e99106a70537383811d1424","observation_id":"cbc56dfd-da14-46f8-8c20-915b7f9d6716","resolution":{"observed_at":"2026-08-04T23:56:52.517050Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":"2210.03849","doi":"10.48550/arxiv.2210.03849","metadata_source":"arxiv_reference","pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"ConvFinQA: Exploring the chain of numerical reasoning in 20 conversational finance question answering","venue":"arXiv (Cornell University)","work_id":"36c74fad-5676-4ef0-bbc7-fb4f7022c0da","year":2022},"citing_paper":{"arxiv_id":"2510.08886","last_updated":"2026-05-17T16:26:33Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-10-10T00:41:55Z","title":"FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs","version":3},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-21T21:01:59.463230Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2510.08886"},"observation_digest":"sha256:84a8b455a1bacf32dd58d1da6a977252a5e163079ab216e727971351ffb18c92","observation_id":"80365526-dd61-428f-8330-39e75c367bf7","resolution":{"observed_at":"2026-05-21T21:04:21.635709Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-03T01:12:30.572897Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2602.10384","last_updated":"2026-06-16T12:57:20Z","snapshot_observed_at":"2026-08-04T14:29:31.250968Z","submitted_at":"2026-02-11T00:04:56Z","title":"When Tables Go Crazy: Evaluating Multimodal Models on French Financial Documents","version":4},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-03T01:12:30.572897Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2602.10384"},"observation_digest":"sha256:fdf08bf1c4b96137e140377e48a87f929405e22012390b9fa8548d685dae90fe","observation_id":"35660f0e-a312-4ed2-8f4a-6854a9fa7d52","resolution":{"observed_at":"2026-08-03T01:12:30.572897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-03T02:44:05.867024Z","title":"Convfinqa: Exploring the chain of numerical reasoning in conversational finance question answering.arXiv preprint arXiv:2210.03849, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2602.18481","last_updated":"2026-05-27T14:41:33Z","snapshot_observed_at":"2026-08-03T07:13:36.244963Z","submitted_at":"2026-02-10T14:29:33Z","title":"AlphaForgeBench: Benchmarking End-to-End Trading Strategy Design with Large Language Models","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-03T02:44:05.867024Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2602.18481"},"observation_digest":"sha256:b25c79678913ceb549c108960010fa3eb6eacf9f4fce06f0c285eea3579ae5e1","observation_id":"66904b42-a271-423a-9ab9-9fc897c66736","resolution":{"observed_at":"2026-08-03T02:44:05.867024Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":"2210.03849","doi":"10.48550/arxiv.2210.03849","metadata_source":"arxiv_reference","pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"ConvFinQA: Exploring the chain of numerical reasoning in 20 conversational finance question answering","venue":"arXiv (Cornell University)","work_id":"36c74fad-5676-4ef0-bbc7-fb4f7022c0da","year":2022},"citing_paper":{"arxiv_id":"2604.21495","last_updated":"2026-06-30T07:01:34Z","snapshot_observed_at":"2026-08-06T18:50:21.545649Z","submitted_at":"2026-04-23T09:55:48Z","title":"Generalizing Numerical Reasoning in Table Data through Operation Sketches and Self-Supervised Learning","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-05-09T21:53:51.983234Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2604.21495"},"observation_digest":"sha256:c958014481ec8f71ccdcfb6975348a36dfdbb78f62641fba7976c9535826c5e3","observation_id":"0c9d93c1-8002-4d7c-8a67-e2c116df65eb","resolution":{"observed_at":"2026-05-11T14:26:02.810707Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":"2210.03849","doi":"10.48550/arxiv.2210.03849","metadata_source":"arxiv_reference","pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"ConvFinQA: Exploring the chain of numerical reasoning in 20 conversational finance question answering","venue":"arXiv (Cornell University)","work_id":"36c74fad-5676-4ef0-bbc7-fb4f7022c0da","year":2022},"citing_paper":{"arxiv_id":"2604.24334","last_updated":"2026-04-27T11:23:39Z","snapshot_observed_at":"2026-08-07T09:21:22.866131Z","submitted_at":"2026-04-27T11:23:39Z","title":"Reducing Redundancy in Retrieval-Augmented Generation through Chunk Filtering","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-08T03:56:49.260151Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2604.24334"},"observation_digest":"sha256:4f151a89a7414d2869667b9704f1fc03ae744f6681eb5c4617ecbfdfc6b2a286","observation_id":"10e574d9-3ce3-4e00-a19a-445892a20c60","resolution":{"observed_at":"2026-05-09T00:14:28.150782Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":"2210.03849","doi":"10.48550/arxiv.2210.03849","metadata_source":"arxiv_reference","pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"ConvFinQA: Exploring the chain of numerical reasoning in 20 conversational finance question answering","venue":"arXiv (Cornell University)","work_id":"36c74fad-5676-4ef0-bbc7-fb4f7022c0da","year":2022},"citing_paper":{"arxiv_id":"2605.15482","last_updated":"2026-05-21T18:49:22Z","snapshot_observed_at":"2026-07-06T23:26:46.595393Z","submitted_at":"2026-05-14T23:53:51Z","title":"FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-19T14:32:01.939211Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2605.15482"},"observation_digest":"sha256:378843e751b4269e8cade330b6bc5f53f1b33beaa20853acce3c73b700cf5b3c","observation_id":"df9f1864-7ee8-4354-8dde-c449a858ea5f","resolution":{"observed_at":"2026-05-19T14:32:36.122774Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":"2210.03849","doi":"10.48550/arxiv.2210.03849","metadata_source":"arxiv_reference","pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"ConvFinQA: Exploring the chain of numerical reasoning in 20 conversational finance question answering","venue":"arXiv (Cornell University)","work_id":"36c74fad-5676-4ef0-bbc7-fb4f7022c0da","year":2022},"citing_paper":{"arxiv_id":"2605.15482","last_updated":"2026-05-21T18:49:22Z","snapshot_observed_at":"2026-07-06T23:26:46.595393Z","submitted_at":"2026-05-14T23:53:51Z","title":"FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-25T05:44:59.785603Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2605.15482"},"observation_digest":"sha256:921a73f4fa45f3e3be5bc640b6c989668cceb289f8e6c0d97d1a4ddd9584a3ec","observation_id":"ca61efc2-2f1b-4055-9ca4-1b95ceefb3ee","resolution":{"observed_at":"2026-05-25T05:45:23.463886Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":"2210.03849","doi":"10.48550/arxiv.2210.03849","metadata_source":"arxiv_reference","pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"ConvFinQA: Exploring the chain of numerical reasoning in 20 conversational finance question answering","venue":"arXiv (Cornell University)","work_id":"36c74fad-5676-4ef0-bbc7-fb4f7022c0da","year":2022},"citing_paper":{"arxiv_id":"2606.25984","last_updated":"2026-07-08T19:50:29Z","snapshot_observed_at":"2026-08-07T06:30:36.892404Z","submitted_at":"2026-06-24T15:53:20Z","title":"InvestPhilBench: A Multi-Layer Benchmark for Evaluating Large Language Model Procedural Reasoning in Expert Investment Philosophy","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-06-25T19:51:45.701059Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2606.25984"},"observation_digest":"sha256:b83f090b190e73d5126d167a2c90a5ded2c61176e6ac7c06ba7c84dcf1f1af1e","observation_id":"db9aa1fd-2b7a-4c58-8f81-2c70005f661c","resolution":{"observed_at":"2026-07-04T20:40:08.161597Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-07-12T12:08:16.614140Z","title":"(Zhiyu), et al","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2606.25984","last_updated":"2026-07-08T19:50:29Z","snapshot_observed_at":"2026-08-07T06:30:36.892404Z","submitted_at":"2026-06-24T15:53:20Z","title":"InvestPhilBench: A Multi-Layer Benchmark for Evaluating Large Language Model Procedural Reasoning in Expert Investment Philosophy","version":2},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-07-12T12:08:16.614140Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2606.25984"},"observation_digest":"sha256:59b2163ad1d1ebd84ebd637d5a2d67ae0bff2d5ce2c4f9c33253e8b9ba32d8ea","observation_id":"881c33fb-2812-43e2-a81f-68fc081352fb","resolution":{"observed_at":"2026-07-12T12:08:16.614140Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":"2210.03849","doi":"10.48550/arxiv.2210.03849","metadata_source":"arxiv_reference","pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"ConvFinQA: Exploring the chain of numerical reasoning in 20 conversational finance question answering","venue":"arXiv (Cornell University)","work_id":"36c74fad-5676-4ef0-bbc7-fb4f7022c0da","year":2022},"citing_paper":{"arxiv_id":"2606.31608","last_updated":"2026-06-30T12:56:42Z","snapshot_observed_at":"2026-07-07T00:05:17.259491Z","submitted_at":"2026-06-30T12:56:42Z","title":"CLExEval: A Human-in-the-Loop Framework for Qualitative Evaluation of LLM Clinical Reasoning","version":1},"reference_index":129,"source":"arxiv_source","source_observed_at":"2026-07-01T05:33:52.027771Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2606.31608"},"observation_digest":"sha256:e15d8e21ab1c8a174f03f8a2ddcb0e8ce26eb2a3464b260d2b66566197bdaf4e","observation_id":"41a06246-23b9-48ef-a29e-1c3e68e13a42","resolution":{"observed_at":"2026-07-01T10:25:41.595037Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-01T07:48:34.366852Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.21340","last_updated":"2026-07-25T01:49:30Z","snapshot_observed_at":"2026-08-05T19:34:50.026242Z","submitted_at":"2026-07-23T14:10:58Z","title":"Capital Markets LLM Reliability Score (CM-LRS): From Plausible to Bankable","version":2},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-01T07:48:34.366852Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2607.21340"},"observation_digest":"sha256:96754642ba94337d39ec50732089d0ce7c7f6bb41fd2772b512d0e6a259d993a","observation_id":"9dc97936-0b2e-4fa1-9616-289125873bfa","resolution":{"observed_at":"2026-08-01T07:48:34.366852Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.03849","snapshot_observed_at":"2026-08-01T06:25:06.316263Z","title":"2022 , archivePrefix =","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.27523","last_updated":"2026-07-29T23:25:45Z","snapshot_observed_at":"2026-08-08T06:31:26.917124Z","submitted_at":"2026-07-29T23:25:45Z","title":"Hierarchical Reranking for Scalable Financial RAG System","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-01T06:25:06.316263Z"},"links":{"cited_paper":"/paper/2210.03849","citing_paper":"/paper/2607.27523"},"observation_digest":"sha256:1d61c372e532f17cf21662c8aa4282819861024b54d5757ad5894f196271754e","observation_id":"0910597b-34bf-43ff-9690-ca7baec1dc3c","resolution":{"observed_at":"2026-08-01T06:25:06.316263Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2210.03849/citation-record","integrity":"/paper/2210.03849/integrity","json":"/paper/2210.03849/citation-record.json","paper":"/paper/2210.03849"},"outbound":[],"paper":{"arxiv_id":"2210.03849","last_updated":"2022-10-07T23:48:50Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-07T22:01:39.197177Z","submitted_at":"2022-10-07T23:48:50Z","title":"ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 21 inbound Pith citation observations for arXiv:2210.03849."}