{"as_of":"2026-08-09T07:30:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:37926da59dc9978e1347a9437837b82bb201fa25cb1941c42cc6fef95412c25b","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":19,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":19,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":19,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":19,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-08T17:40:56.235575Z","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":9,"observed_at":"2026-08-05T02:28:24.338817Z","source":"arxiv_reference"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":"2308.00675","doi":"10.48550/arxiv.2308.00675","metadata_source":"arxiv_reference","pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Tool documentation enabl es zero-shot tool-usage with large language models","venue":"arXiv (Cornell University)","work_id":"718f3b07-78f3-4cfb-9120-cd1e0ccb9c4e","year":2024},"citing_paper":{"arxiv_id":"2307.06435","last_updated":"2024-10-17T01:10:40Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-07-12T20:01:52Z","title":"A Comprehensive Overview of Large Language Models","version":10},"reference_index":218,"source":"pdf_text","source_observed_at":"2026-05-19T20:28:38.900026Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2307.06435"},"observation_digest":"sha256:a80e1bb0a8072a6454421b5d31d20822be8016f54e563ddd876daafa42a3cbe7","observation_id":"a55d8fee-3d8d-4d72-b278-8894a5f5ec6e","resolution":{"observed_at":"2026-05-19T20:32:45.599451Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-08T17:40:56.235575Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.05867","last_updated":"2025-02-09T12:06:10Z","snapshot_observed_at":"2026-08-08T17:34:25.001957Z","submitted_at":"2025-02-09T12:06:10Z","title":"Self-Training Large Language Models for Tool-Use Without Demonstrations","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-08T17:40:56.235575Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2502.05867"},"observation_digest":"sha256:b59f593d7e3557dad19aa4034c1236965d6e97f99ef45c983a020bc40a3296f5","observation_id":"90bb6b99-f2dd-428c-ad4e-4f0ca97d49b7","resolution":{"observed_at":"2026-08-08T17:40:56.235575Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":"2308.00675","doi":"10.48550/arxiv.2308.00675","metadata_source":"arxiv_reference","pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Tool documentation enabl es zero-shot tool-usage with large language models","venue":"arXiv (Cornell University)","work_id":"718f3b07-78f3-4cfb-9120-cd1e0ccb9c4e","year":2024},"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":38,"source":"pdf_text","source_observed_at":"2026-05-23T01:08:58.528533Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2503.22693"},"observation_digest":"sha256:e0e6f633e7b0e7e2ac27782fc93fa87fc2c3b98f13bdd28f4306998911239c10","observation_id":"0a73dafa-4d5d-4f08-b440-36c1e563e015","resolution":{"observed_at":"2026-05-23T01:12:21.008074Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-07T11:59:03.549295Z","title":"Ratner, Chen-Yu Lee, Ranjay Krishna, and Tomas Pfister","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00894","last_updated":"2025-06-01T08:29:59Z","snapshot_observed_at":"2026-08-08T06:52:26.040488Z","submitted_at":"2025-06-01T08:29:59Z","title":"CODEMENV: Benchmarking Large Language Models on Code Migration","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-07T11:59:03.549295Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2506.00894"},"observation_digest":"sha256:867d39e673fda80df3d38db5e0a621b90bc3b4954ba3fad4436d177a1596a6a5","observation_id":"891f559a-d704-4351-86c8-8344bece7880","resolution":{"observed_at":"2026-08-07T11:59:03.549295Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-06T15:34:30.167233Z","title":"In Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16-20 November 2020, volume EMNLP 2020 of Findings of ACL, pages 1307–1323","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.15501","last_updated":"2025-07-21T11:07:05Z","snapshot_observed_at":"2026-08-06T15:28:09.314982Z","submitted_at":"2025-07-21T11:07:05Z","title":"ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Execution","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T15:34:30.167233Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2507.15501"},"observation_digest":"sha256:b3974cf62773d304918d573d3658f165b67332e87cc7c426bc100bc83a505203","observation_id":"57efea24-4caf-4dab-a0bd-6d95e2794cca","resolution":{"observed_at":"2026-08-06T15:34:30.167233Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":"2308.00675","doi":"10.48550/arxiv.2308.00675","metadata_source":"arxiv_reference","pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Tool documentation enabl es zero-shot tool-usage with large language models","venue":"arXiv (Cornell University)","work_id":"718f3b07-78f3-4cfb-9120-cd1e0ccb9c4e","year":2024},"citing_paper":{"arxiv_id":"2507.16044","last_updated":"2026-04-06T20:03:40Z","snapshot_observed_at":"2026-08-02T06:27:27.292711Z","submitted_at":"2025-07-21T20:20:31Z","title":"From REST to MCP: An Empirical Study of API Wrapping and Automated Server Generation for LLM Agents","version":4},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-19T03:24:00.804285Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2507.16044"},"observation_digest":"sha256:1eb6a9fc8c3bc6752fb586f8061fe8999c7b395bc182193e1345a73317599c99","observation_id":"ee6ba036-1b19-43eb-b496-43c18e9716e1","resolution":{"observed_at":"2026-05-19T03:27:01.199190Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-06T14:33:33.565983Z","title":"Ratner, Chen-Yu Lee, Ranjay Krishna, and Tomas Pfister","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.22933","last_updated":"2025-07-24T16:27:38Z","snapshot_observed_at":"2026-08-07T10:18:49.594691Z","submitted_at":"2025-07-24T16:27:38Z","title":"Augmented Vision-Language Models: A Systematic Review","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T14:33:33.565983Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2507.22933"},"observation_digest":"sha256:3b6e49e6c513639aeec086ef0171bb71ac8d327a4f7c8dad09293e5872f033eb","observation_id":"fcee05e0-2bca-4e21-a978-d0b43612fd93","resolution":{"observed_at":"2026-08-06T14:33:33.565983Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-05T21:24:03.314790Z","title":"Tool documentation enables zero-shot tool-usage with large language models","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2508.08790","last_updated":"2025-08-12T09:44:47Z","snapshot_observed_at":"2026-08-08T23:19:26.268181Z","submitted_at":"2025-08-12T09:44:47Z","title":"ReQuestNet: A Foundational Learning model for Channel Estimation","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-05T21:24:03.314790Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2508.08790"},"observation_digest":"sha256:50923dc9b89cb810946ac4b1544c5e5c9b3487e82bc102738791f1b9bfb86c4c","observation_id":"0bdaea96-8c3d-40f9-9a73-9a3cfd1a0c6f","resolution":{"observed_at":"2026-08-05T21:24:03.314790Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-05T21:24:03.386564Z","title":"URL https://doi.org/10.48550/arXiv.2308.00675","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2508.08790","last_updated":"2025-08-12T09:44:47Z","snapshot_observed_at":"2026-08-08T23:19:26.268181Z","submitted_at":"2025-08-12T09:44:47Z","title":"ReQuestNet: A Foundational Learning model for Channel Estimation","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-05T21:24:03.386564Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2508.08790"},"observation_digest":"sha256:43194ab50590d42c2cba7a585d3423364fe53a43c051b178c582be4855f219d5","observation_id":"55687e44-0335-4f2a-8f4a-b8aba726815b","resolution":{"observed_at":"2026-08-05T21:24:03.386564Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":"2308.00675","doi":"10.48550/arxiv.2308.00675","metadata_source":"arxiv_reference","pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Tool documentation enabl es zero-shot tool-usage with large language models","venue":"arXiv (Cornell University)","work_id":"718f3b07-78f3-4cfb-9120-cd1e0ccb9c4e","year":2024},"citing_paper":{"arxiv_id":"2508.08791","last_updated":"2026-04-15T06:01:13Z","snapshot_observed_at":"2026-08-07T03:53:01.605504Z","submitted_at":"2025-08-12T09:45:19Z","title":"Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments","version":3},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-18T23:53:41.256273Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2508.08791"},"observation_digest":"sha256:03f66a506a61d64999c3f6f3b93f6a332d1db0ca27eae28932d06a7e46b7bdaf","observation_id":"c77928b7-a854-44e7-8ef1-15cf9762ff06","resolution":{"observed_at":"2026-05-18T23:56:55.244152Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":"2308.00675","doi":"10.48550/arxiv.2308.00675","metadata_source":"arxiv_reference","pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Tool documentation enabl es zero-shot tool-usage with large language models","venue":"arXiv (Cornell University)","work_id":"718f3b07-78f3-4cfb-9120-cd1e0ccb9c4e","year":2024},"citing_paper":{"arxiv_id":"2508.08791","last_updated":"2026-04-15T06:01:13Z","snapshot_observed_at":"2026-08-07T03:53:01.605504Z","submitted_at":"2025-08-12T09:45:19Z","title":"Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments","version":3},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-18T23:53:41.256273Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2508.08791"},"observation_digest":"sha256:5e43719ca33894a42c48bb8db3025e2e7a914e171978d66b55e9e527d4c3380c","observation_id":"13156922-a65d-422f-aa14-74db84b10448","resolution":{"observed_at":"2026-05-18T23:56:54.921074Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-04T19:50:49.946691Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2509.09036","last_updated":"2025-09-10T22:12:46Z","snapshot_observed_at":"2026-08-08T23:26:11.395290Z","submitted_at":"2025-09-10T22:12:46Z","title":"Extended Version: It Should Be Easy but... New Users Experiences and Challenges with Secret Management Tools","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-04T19:50:49.946691Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2509.09036"},"observation_digest":"sha256:f9d934680a30f7627ae8e5fd53f5b2a0d4ea0294db3930a839c9dad728654164","observation_id":"21552fc6-285a-49c7-8477-c3e9c0d7ec92","resolution":{"observed_at":"2026-08-04T19:50:49.946691Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":"2308.00675","doi":"10.48550/arxiv.2308.00675","metadata_source":"arxiv_reference","pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Tool documentation enabl es zero-shot tool-usage with large language models","venue":"arXiv (Cornell University)","work_id":"718f3b07-78f3-4cfb-9120-cd1e0ccb9c4e","year":2024},"citing_paper":{"arxiv_id":"2601.12538","last_updated":"2026-01-18T18:58:23Z","snapshot_observed_at":"2026-08-04T22:42:23.171653Z","submitted_at":"2026-01-18T18:58:23Z","title":"Agentic Reasoning for Large Language Models","version":1},"reference_index":215,"source":"pdf_text","source_observed_at":"2026-05-17T15:14:25.558878Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2601.12538"},"observation_digest":"sha256:9afd732755a3a56fa127507dcbdcf8ad8b80119279ca19b98f528db8195a2a58","observation_id":"46132497-abed-4945-ab06-8561e81a549b","resolution":{"observed_at":"2026-05-17T15:14:26.246439Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-02T23:04:30.321592Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2602.14878","last_updated":"2026-05-31T05:10:10Z","snapshot_observed_at":"2026-08-02T23:04:25.658810Z","submitted_at":"2026-02-16T16:10:11Z","title":"Model Context Protocol (MCP) Tool Descriptions Are Smelly! Towards Improving AI Agent Efficiency with Augmented MCP Tool Descriptions","version":3},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-02T23:04:30.321592Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2602.14878"},"observation_digest":"sha256:4b5aed47e6417d2fdfc7f96067568836f550d9dbe96194bb5b73945359df34d7","observation_id":"862e632c-8385-4a6f-a993-1489f8877df2","resolution":{"observed_at":"2026-08-02T23:04:30.321592Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":"2308.00675","doi":"10.48550/arxiv.2308.00675","metadata_source":"arxiv_reference","pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Tool documentation enabl es zero-shot tool-usage with large language models","venue":"arXiv (Cornell University)","work_id":"718f3b07-78f3-4cfb-9120-cd1e0ccb9c4e","year":2024},"citing_paper":{"arxiv_id":"2602.21480","last_updated":"2026-04-13T13:29:15Z","snapshot_observed_at":"2026-08-08T12:33:02.215797Z","submitted_at":"2026-02-25T01:12:35Z","title":"Both Ends Count! Just How Good are LLM Agents at \"Text-to-Big SQL\"?","version":4},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-15T19:52:53.443887Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2602.21480"},"observation_digest":"sha256:b3bd5e8b1128c341b692ee5ae3c5312b9c88ee7dd0049e0a91f4860b8216e046","observation_id":"3f21d45f-e2c9-4d3c-9a6e-1368b42e3cfc","resolution":{"observed_at":"2026-05-15T19:56:33.685845Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-07-12T23:31:35.459743Z","title":"In9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2605.28831","last_updated":"2026-04-10T07:49:10Z","snapshot_observed_at":"2026-07-12T23:31:29.048959Z","submitted_at":"2026-04-10T07:49:10Z","title":"S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-12T23:31:35.459743Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2605.28831"},"observation_digest":"sha256:96f4553804b40fa46180842e9b10110c3840e208bb67adc479d2b40a216f75a0","observation_id":"adfb310d-62bc-45dd-abbe-e9015e727ef4","resolution":{"observed_at":"2026-07-12T23:31:35.459743Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":"2308.00675","doi":"10.48550/arxiv.2308.00675","metadata_source":"arxiv_reference","pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Tool documentation enabl es zero-shot tool-usage with large language models","venue":"arXiv (Cornell University)","work_id":"718f3b07-78f3-4cfb-9120-cd1e0ccb9c4e","year":2024},"citing_paper":{"arxiv_id":"2606.03858","last_updated":"2026-06-02T16:32:53Z","snapshot_observed_at":"2026-08-08T03:50:14.812827Z","submitted_at":"2026-06-02T16:32:53Z","title":"PyraMathBench: Evaluating and Improving Mathematical Capability in Large Language Models","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-06-28T09:30:15.567469Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2606.03858"},"observation_digest":"sha256:8af5ba22fd4160a6e5e4d09bf676a2471f6eeeca1c2702c680a74f2ee245dfa2","observation_id":"3969cf2a-a116-4771-904d-61bf95757af8","resolution":{"observed_at":"2026-07-02T04:06:34.713405Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":"2308.00675","doi":"10.48550/arxiv.2308.00675","metadata_source":"arxiv_reference","pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Tool documentation enabl es zero-shot tool-usage with large language models","venue":"arXiv (Cornell University)","work_id":"718f3b07-78f3-4cfb-9120-cd1e0ccb9c4e","year":2024},"citing_paper":{"arxiv_id":"2606.11537","last_updated":"2026-06-17T21:27:59Z","snapshot_observed_at":"2026-08-02T18:22:58.933031Z","submitted_at":"2026-06-10T00:45:39Z","title":"MoCA-Agent: A Market-of-Claims Code Agent for Financial and Numerical Reasoning","version":2},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-06-27T10:17:42.831128Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2606.11537"},"observation_digest":"sha256:6a6d02c5eacee12a5d999e073919b11d8e2d2aa3dd229e60dd6153866f0376ca","observation_id":"f3c7f45d-2abf-434d-a2bf-eb2167804b0e","resolution":{"observed_at":"2026-07-03T09:57:56.195171Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.00675","snapshot_observed_at":"2026-07-14T06:53:39.552690Z","title":"InFindings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024, Findings of ACL, pages 4705–4726","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.11126","last_updated":"2026-07-13T06:01:41Z","snapshot_observed_at":"2026-07-16T23:19:12.837710Z","submitted_at":"2026-07-13T06:01:41Z","title":"ToolAtlas: Learning Once, Reusing Everywhere with Tool-Side Memory","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-14T06:53:39.552690Z"},"links":{"cited_paper":"/paper/2308.00675","citing_paper":"/paper/2607.11126"},"observation_digest":"sha256:d4e9431b321812edc101266f87e437f9f9916e338e7f09e8a36781470f67cf01","observation_id":"a28a25c1-1c2d-458a-92d5-d267cbbab04e","resolution":{"observed_at":"2026-07-14T06:53:39.552690Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2308.00675/citation-record","integrity":"/paper/2308.00675/integrity","json":"/paper/2308.00675/citation-record.json","paper":"/paper/2308.00675"},"outbound":[],"paper":{"arxiv_id":"2308.00675","last_updated":"2023-08-01T17:21:38Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-07-06T16:01:22.379561Z","submitted_at":"2023-08-01T17:21:38Z","title":"Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models"},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2308.00675."}