{"as_of":"2026-08-07T13:19:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:dd7853880effc027ceffca47dfb0b4d0eca87e619e7cfa14bec283f66320652c","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":2,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":2,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-10T19:03:11.074339Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":1,"source":"pith","source_observed_at":"2026-08-05T02:28:24.338817Z","state":"measured"}],"external_citation_measurements":[{"count":0,"observed_at":"2026-08-05T02:28:24.338817Z","source":"pith"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2505.21471","last_updated":"2026-04-18T04:34:36Z","snapshot_observed_at":"2026-07-06T21:31:35.572708Z","submitted_at":"2025-05-27T17:45:04Z","title":"Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration","version":2},"cited_work":{"arxiv_id":"2505.21471","doi":"10.48550/arxiv.2505.21471","metadata_source":"pith","pith_arxiv_id":"2505.21471","snapshot_observed_at":"2026-08-05T02:49:54.815029Z","title":"Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration","venue":"cs.CL","work_id":"154975ee-d2f8-4f62-a88e-3da80b7e295d","year":2025},"citing_paper":{"arxiv_id":"2604.05130","last_updated":"2026-04-06T19:47:17Z","snapshot_observed_at":"2026-07-06T22:53:55.926521Z","submitted_at":"2026-04-06T19:47:17Z","title":"A Multi-Agent Framework for Automated Exploit Generation with Constraint-Guided Comprehension and Reflection","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-10T19:03:11.074339Z"},"links":{"cited_paper":"/paper/2505.21471","citing_paper":"/paper/2604.05130"},"observation_digest":"sha256:aea5d14af132481203346b8c2dc5e7c996fb219eb35b7552a5ffec6b94b428ce","observation_id":"60c2bce8-cc07-43b2-a223-9aa1f4e57f9b","resolution":{"observed_at":"2026-05-10T19:05:44.982801Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.21471","last_updated":"2026-04-18T04:34:36Z","snapshot_observed_at":"2026-07-06T21:31:35.572708Z","submitted_at":"2025-05-27T17:45:04Z","title":"Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration","version":2},"cited_work":{"arxiv_id":"2505.21471","doi":"10.48550/arxiv.2505.21471","metadata_source":"pith","pith_arxiv_id":"2505.21471","snapshot_observed_at":"2026-08-05T02:49:54.815029Z","title":"Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration","venue":"cs.CL","work_id":"154975ee-d2f8-4f62-a88e-3da80b7e295d","year":2025},"citing_paper":{"arxiv_id":"2604.08224","last_updated":"2026-04-09T13:19:41Z","snapshot_observed_at":"2026-08-02T22:56:00.067549Z","submitted_at":"2026-04-09T13:19:41Z","title":"Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering","version":1},"reference_index":93,"source":"arxiv_source","source_observed_at":"2026-05-10T17:40:14.733882Z"},"links":{"cited_paper":"/paper/2505.21471","citing_paper":"/paper/2604.08224"},"observation_digest":"sha256:b1af5ce34ca1aaa77ff7c0ae332d2c0cf74da1001b4e887d2632621e9545c9af","observation_id":"606112f6-ddb1-4105-9ec9-34c404b8525a","resolution":{"observed_at":"2026-05-11T06:21:00.235371Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2505.21471/citation-record","integrity":"/paper/2505.21471/integrity","json":"/paper/2505.21471/citation-record.json","paper":"/paper/2505.21471"},"outbound":[],"paper":{"arxiv_id":"2505.21471","last_updated":"2026-04-18T04:34:36Z","latest_version":2,"primary_category":"cs.CL","snapshot_observed_at":"2026-07-06T21:31:35.572708Z","submitted_at":"2025-05-27T17:45:04Z","title":"Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration"},"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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2505.21471."}