{"as_of":"2026-08-23T02:25:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:676af9d89a39d6d491fba002e9cc27cce49ae5d0d6108cdfbe0b7469849d0922","coverage":[{"denominator":30,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":30,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-02T22:17:05.189628Z","state":"measured"},{"denominator":33,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":33,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-22T06:32:14.747728+00:00","state":"measured"},{"denominator":3,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":3,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-14T11:01:52.613585Z","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":"2026-05-13T01:42:02.728018Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"cited_work":{"arxiv_id":"2602.17588","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2602.17588","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Modeling distinct human interaction in web agents","venue":null,"work_id":"379c555f-7174-4c3a-a9e0-49da6d385c43","year":2026},"citing_paper":{"arxiv_id":"2605.07110","last_updated":"2026-05-08T01:38:46Z","snapshot_observed_at":"2026-08-16T18:22:57.815814Z","submitted_at":"2026-05-08T01:38:46Z","title":"Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability","version":1},"reference_index":106,"source":"pdf_text","source_observed_at":"2026-05-11T01:15:19.239355Z"},"links":{"cited_paper":"/paper/2602.17588","citing_paper":"/paper/2605.07110"},"observation_digest":"sha256:d405ff3eed40cdc1106e713f2bc391c03fe2e2c7a45e6efc76849a85d739828e","observation_id":"a23de5f4-d533-4fd2-8534-26be97c4a275","resolution":{"observed_at":"2026-06-02T03:04:05.086532Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"cited_work":{"arxiv_id":"2602.17588","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2602.17588","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Modeling distinct human interaction in web agents","venue":null,"work_id":"379c555f-7174-4c3a-a9e0-49da6d385c43","year":2026},"citing_paper":{"arxiv_id":"2605.11495","last_updated":"2026-05-12T04:10:51Z","snapshot_observed_at":"2026-08-14T15:12:16.911276Z","submitted_at":"2026-05-12T04:10:51Z","title":"Hedwig: Dynamic Autonomy for Coding Agents Under Local Oversight","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-13T01:41:58.735856Z"},"links":{"cited_paper":"/paper/2602.17588","citing_paper":"/paper/2605.11495"},"observation_digest":"sha256:ab96c0ee5c53142974f6d1e674f91bf51958176bee56c15445fcc0de8003a827","observation_id":"1c458f1f-f99a-4a6a-a8a6-8b008bb27830","resolution":{"observed_at":"2026-06-02T03:04:05.086532Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2602.17588","snapshot_observed_at":"2026-07-14T11:01:52.613585Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.10531","last_updated":"2026-07-12T01:49:32Z","snapshot_observed_at":"2026-08-21T09:57:07.343837Z","submitted_at":"2026-07-12T01:49:32Z","title":"Motif: Discovering and Automating Personal Web Workflows","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-14T11:01:52.613585Z"},"links":{"cited_paper":"/paper/2602.17588","citing_paper":"/paper/2607.10531"},"observation_digest":"sha256:bfef3374664b712473d98cecfc093e0659db69916347db9c745fbc8d1149fecc","observation_id":"b1703806-ad4c-4b3f-9341-d05f9a6300c2","resolution":{"observed_at":"2026-07-14T11:01:52.613585Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2602.17588/citation-record","integrity":"/paper/2602.17588/integrity","json":"/paper/2602.17588/citation-record.json","paper":"/paper/2602.17588"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.186485Z","title":"task, participants are shown a summary of their annotation, where they can download the data log form if they wish","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.186485Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:39a2bfa2bbd24b45e0de258d228056645b334d564ef6913cf13b73cc9ab521d1","observation_id":"ff7b35b5-6032-4e61-a05f-d2888442519e","resolution":{"observed_at":"2026-08-02T22:17:05.186485Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2507.06261","last_updated":"2025-12-19T14:25:46Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-07-07T17:36:04Z","title":"Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.06261","snapshot_observed_at":"2026-08-02T22:17:05.103696Z","title":"Comanici, E","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.103696Z"},"links":{"cited_paper":"/paper/2507.06261","citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:9099e6dc0b6cce030da90563fea8818289436d491236ca00629d71faf4064772","observation_id":"145eeedf-d762-4bf1-b3ad-6457bf1bf797","resolution":{"observed_at":"2026-08-02T22:17:05.103696Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.107552Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.107552Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:4a5ee858cc90a41182b71ec0cf3e115ab65ad230dde7fce43bc8c682e4968666","observation_id":"e97fe5de-68b4-4db9-a35b-7a650ef6635a","resolution":{"observed_at":"2026-08-02T22:17:05.107552Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03578","last_updated":"2026-01-28T04:55:23Z","snapshot_observed_at":"2026-07-06T17:25:53.950578Z","submitted_at":"2024-02-05T23:06:42Z","title":"LLM Multi-Agent Systems: Challenges and Open Problems","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03578","snapshot_observed_at":"2026-08-02T22:17:05.110864Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.110864Z"},"links":{"cited_paper":"/paper/2402.03578","citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:34261bf4bff8ba42a32b63ee6d2ad9a2550f445fce020da4e53e62e787e708d7","observation_id":"742b6de4-4273-4dff-9ee8-4f0f953956a9","resolution":{"observed_at":"2026-08-02T22:17:05.110864Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.01586","last_updated":"2024-10-03T22:12:05Z","snapshot_observed_at":"2026-08-18T12:38:51.833747Z","submitted_at":"2024-02-02T17:26:23Z","title":"TrustAgent: Towards Safe and Trustworthy LLM-based Agents","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.01586","snapshot_observed_at":"2026-08-02T22:17:05.114496Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.114496Z"},"links":{"cited_paper":"/paper/2402.01586","citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:fa94187e64974a4f9b6553ef75ab0a022d2b7946301a95e5eb09f515b8a2abfb","observation_id":"c3dadd0a-9a38-418f-b4d4-7cc959aba83d","resolution":{"observed_at":"2026-08-02T22:17:05.114496Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.21276","last_updated":"2024-10-25T17:43:01Z","snapshot_observed_at":"2026-08-15T14:02:47.366139Z","submitted_at":"2024-10-25T17:43:01Z","title":"GPT-4o System Card","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.21276","snapshot_observed_at":"2026-08-02T22:17:05.118687Z","title":"ISBN 979-8-89176-191-9","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.118687Z"},"links":{"cited_paper":"/paper/2410.21276","citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:2d7409a21118d9606cd52da7872d865abd8a85ec19c48db5300a514d6da1161c","observation_id":"8b8add1a-e3d8-4d5e-8226-fb413c43fda8","resolution":{"observed_at":"2026-08-02T22:17:05.118687Z","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":"10.18653/v1/2024.acl-demos.8","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"doi: 10.18653/v1/2024.acl-demos.8","venue":null,"work_id":"b1afc055-7593-4a5a-803b-af2f46fd23a3","year":2024},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.122184Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:153df109462e603254d56cb2505c349a3acb465d8597311b1f27e37eb52cccbc","observation_id":"70018cd8-f3d6-4714-8cc9-0131219c83df","resolution":{"observed_at":"2026-08-02T22:19:24.965644Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.11295","last_updated":"2025-03-12T20:54:00Z","snapshot_observed_at":"2026-08-19T20:31:13.864118Z","submitted_at":"2024-09-17T15:49:44Z","title":"EIA: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.11295","snapshot_observed_at":"2026-08-02T22:17:05.132343Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.132343Z"},"links":{"cited_paper":"/paper/2409.11295","citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:f12ff9adb9740fa27e009f10b9544d00a1490030329faa381b666349e1f682bb","observation_id":"5d242861-3a0f-417c-9a58-a7df5824c3ab","resolution":{"observed_at":"2026-08-02T22:17:05.132343Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.135997Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.135997Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:b913f22cd4ac26078ec923be0d39388711605b73d55d2f2cdde5bfb50ba8280c","observation_id":"1f499d41-040b-4bd9-99b6-bd5cc58b1eea","resolution":{"observed_at":"2026-08-02T22:17:05.135997Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.12373","last_updated":"2024-07-16T06:19:21Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-06-18T07:58:33Z","title":"WebCanvas: Benchmarking Web Agents in Online Environments","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.12373","snapshot_observed_at":"2026-08-02T22:17:05.139089Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.139089Z"},"links":{"cited_paper":"/paper/2406.12373","citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:542778bd77eb5ab7c79eb4f486202c71208adaf934ec7208da3ac9abe3273ad6","observation_id":"66333aec-973f-4b09-a273-ca7f3bfc7d27","resolution":{"observed_at":"2026-08-02T22:17:05.139089Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.142362Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.142362Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:41263ad507f01f60efd5fd8226945221f462f9b70e01924fab7c2eec1fdf16c3","observation_id":"abd78011-0c66-46e9-bfe3-40c650a0e2be","resolution":{"observed_at":"2026-08-02T22:17:05.142362Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.15817","last_updated":"2024-05-17T17:17:45Z","snapshot_observed_at":"2026-07-06T16:24:30.545494Z","submitted_at":"2023-09-25T17:08:02Z","title":"Identifying the Risks of LM Agents with an LM-Emulated Sandbox","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.15817","snapshot_observed_at":"2026-08-02T22:17:05.145401Z","title":"org/abs/2309.15817","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.145401Z"},"links":{"cited_paper":"/paper/2309.15817","citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:a9c360769183f62f324eee3150aaffb52d8c2a296793f5850d3862aa3a5f4344","observation_id":"652a46b8-ad84-484b-a15f-52b43d05f73f","resolution":{"observed_at":"2026-08-02T22:17:05.145401Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.155398Z","title":"doi: 10.18653/v1/2024.naacl-long.347","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.155398Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:c10c3e3ec1de4b8584686025197e1d1579ea445420c4c1e17d5ae76819a83f7d","observation_id":"6a968940-f58d-4105-8dc3-dd751bfbc31f","resolution":{"observed_at":"2026-08-02T22:17:05.155398Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.14432","last_updated":"2024-01-25T02:31:52Z","snapshot_observed_at":"2026-08-16T14:24:41.612215Z","submitted_at":"2024-01-25T02:31:52Z","title":"A2C: A Modular Multi-stage Collaborative Decision Framework for Human-AI Teams","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.14432","snapshot_observed_at":"2026-08-02T22:17:05.159136Z","title":"Tariq, M","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.159136Z"},"links":{"cited_paper":"/paper/2401.14432","citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:71b84766f5369ad042264bc647e1e3f266746c9b100584fbba879b4ea2190733","observation_id":"3502fb09-3aa9-46a5-bd79-41b48724fc53","resolution":{"observed_at":"2026-08-02T22:17:05.159136Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.162652Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.162652Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:e1b8d315438a9c519aad9429299ebfa5134cda6a83f998a5e5d013e118742ff1","observation_id":"fe8ae6f2-bf83-4480-a3f0-0e583779315b","resolution":{"observed_at":"2026-08-02T22:17:05.162652Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.166305Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.166305Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:e488a5b146c511ecd4ede1d3f2f13e8f1b5f627468862eaf1fdef38642f2f2ed","observation_id":"27fca374-8632-4f40-a20c-0cf6316d71ed","resolution":{"observed_at":"2026-08-02T22:17:05.166305Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.175558Z","title":"ISBN 9798400713064","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.175558Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:096fd089806b22f86a61ec27fe569accb7deef117ba01b4e0f341d1b42e96eed","observation_id":"926233c2-5306-4695-8499-1dc84a111e35","resolution":{"observed_at":"2026-08-02T22:17:05.175558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.13854","last_updated":"2024-04-16T15:13:18Z","snapshot_observed_at":"2026-08-14T11:14:55.351653Z","submitted_at":"2023-07-25T22:59:32Z","title":"WebArena: A Realistic Web Environment for Building Autonomous Agents","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.13854","snapshot_observed_at":"2026-08-02T22:17:05.179149Z","title":"doi: 10.18653/v1/2024.emnlp-demo.20","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.179149Z"},"links":{"cited_paper":"/paper/2307.13854","citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:ef3eac223a016204e14c997dbff8b4ac8f951c93b6451bb8c2514e93a4abbdab","observation_id":"e473ce8e-bd6a-447d-9ae8-cb1eab77b138","resolution":{"observed_at":"2026-08-02T22:17:05.179149Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.182952Z","title":"CO WCO R P U S: Human-Agent Collaborative Web Corpus A.1","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.182952Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:745a61ea6cb82cc1cb72b838caad57320bb2a16bb798f7eb525ab4ccc62f4099","observation_id":"16d7bb9e-9236-4637-af24-b1b95515be64","resolution":{"observed_at":"2026-08-02T22:17:05.182952Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.189628Z","title":"• Personalized Interests & Lifestyle : Engagement with entertainment or lifestyle content","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.189628Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:076faa20c41355e490152ac24053b5f437d840270e2fd24e2f4f8396a68287e7","observation_id":"9e9fb0ab-d155-4f03-bb73-aeeca051796e","resolution":{"observed_at":"2026-08-02T22:17:05.189628Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.100252Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":2015,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.100252Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:05504abf9e38f8abaae75905702a12f7ffb0169413a5c1deae189d64c320f244","observation_id":"787cf85b-45db-4f87-945a-61a6ef54b273","resolution":{"observed_at":"2026-08-02T22:17:05.100252Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2208.11663","last_updated":"2022-08-24T16:56:47Z","snapshot_observed_at":"2026-08-16T16:37:06.769555Z","submitted_at":"2022-08-24T16:56:47Z","title":"PEER: A Collaborative Language Model","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2208.11663","snapshot_observed_at":"2026-08-02T22:17:05.148566Z","title":"Schick, J","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":2017,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.148566Z"},"links":{"cited_paper":"/paper/2208.11663","citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:da54f047362a3fa70e925b127a7f4521197a65eeb9eefb9e93274c78d7f8950b","observation_id":"ffee5716-7465-4540-a2c4-c56cc9de3a5d","resolution":{"observed_at":"2026-08-02T22:17:05.148566Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.087627Z","title":"doi: 10.1007/s10514-017-9677-2","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":2018,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.087627Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:0d2553f71171f4c9c9d1532ba06094b2ffac6bd1286707394204538afb295e7d","observation_id":"e040cb9f-e067-40a9-88d3-448c0caff97d","resolution":{"observed_at":"2026-08-02T22:17:05.087627Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.129093Z","title":"ISBN 9781450368162","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":2019,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.129093Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:e28b8841c42548cad0eeb7d7dc95661c8b9b37e911fa2f71837ba2ee19744d7a","observation_id":"dba2f34a-9c74-458a-b474-4331e524b9d3","resolution":{"observed_at":"2026-08-02T22:17:05.129093Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.125797Z","title":"URLhttps://doi.org/10.1145/3415234","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":2020,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.125797Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:23462e6d6d9eb06c8bf27f212c07de38438cc4b3ad6b7f584bf8b145116ba6d4","observation_id":"a9171b2a-fb50-4f50-a4a5-4464dcfe60ba","resolution":{"observed_at":"2026-08-02T22:17:05.125797Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.169267Z","title":"URLhttps://doi.org/10.1145/3432945","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.169267Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:1a32ca7f59912819844da87cfd911cd7182f6f8644392cda5c7ebe76efce4ea1","observation_id":"7b37bd33-86d4-481d-86d6-6b23982e284a","resolution":{"observed_at":"2026-08-02T22:17:05.169267Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.151859Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.151859Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:7e53d6dad0882222e935bc41f1efeea82a1a2cb57b6f7cd32892eaa4aa2717cb","observation_id":"1fe2a9b4-d9ed-4a31-a3d1-9e9fae375983","resolution":{"observed_at":"2026-08-02T22:17:05.151859Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.172386Z","title":"ISBN 9798400701320","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.172386Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:98ce7577d8822bc838cf2ab2f7f1df3a8fe9c10655ce11ba1dfa031aea5734ac","observation_id":"d95eadd1-b187-4eda-8b26-23d99c98c886","resolution":{"observed_at":"2026-08-02T22:17:05.172386Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-02T22:17:05.096562Z","title":"Chandrasekaran and J","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.096562Z"},"links":{"citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:e4ca58f3e663a57e3747657ef2e7acb2b1cf24e5a084843e3699a0f4615ce64f","observation_id":"23f99164-42f8-4c5f-9782-3779ecb7466e","resolution":{"observed_at":"2026-08-02T22:17:05.096562Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.10380","last_updated":"2024-11-28T01:21:26Z","snapshot_observed_at":"2026-08-21T22:11:50.835198Z","submitted_at":"2024-11-28T01:21:26Z","title":"Challenges in Human-Agent Communication","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.10380","snapshot_observed_at":"2026-08-02T22:17:05.091738Z","title":"Accessed: 2026-01-29","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents","version":4},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-02T22:17:05.091738Z"},"links":{"cited_paper":"/paper/2412.10380","citing_paper":"/paper/2602.17588"},"observation_digest":"sha256:475b7b088b3a1c5b35b8f2055f70c78a3e9c312679b969bf6cb51bc5810e4310","observation_id":"97b9ef8e-7aba-4071-840e-68b403d93624","resolution":{"observed_at":"2026-08-02T22:17:05.091738Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2602.17588","last_updated":"2026-07-07T23:37:46Z","latest_version":4,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-13T04:14:50.130216Z","submitted_at":"2026-02-19T18:11:28Z","title":"Modeling Distinct Human Interaction in Web Agents"},"reference_resolution":{"displayed":30,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":28,"verified_exact":1,"verified_fuzzy":0},"total_outbound_references":30},"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":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"thesis":"As of 23 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 3 inbound Pith citation observations for arXiv:2602.17588."}