{"as_of":"2026-08-23T03:24:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:b2d93c5ec8f5dda7da12b9551e7536ba78ad972d058e83f64533148eca32132d","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":5,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":5,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-22T06:32:14.747728+00:00","state":"measured"},{"denominator":5,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":5,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-15T23:25:52.605370Z","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":"2026-05-11T20:01:12.088990Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2502.12598","last_updated":"2025-02-18T07:15:28Z","snapshot_observed_at":"2026-08-19T21:16:07.289108Z","submitted_at":"2025-02-18T07:15:28Z","title":"Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.12598","snapshot_observed_at":"2026-08-15T23:25:52.605370Z","title":"u tze, H.; and Str \\","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.04732","last_updated":"2025-05-07T18:43:57Z","snapshot_observed_at":"2026-08-19T01:06:03.320383Z","submitted_at":"2025-05-07T18:43:57Z","title":"QBD-RankedDataGen: Generating Custom Ranked Datasets for Improving Query-By-Document Search Using LLM-Reranking with Reduced Human Effort","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-15T23:25:52.605370Z"},"links":{"cited_paper":"/paper/2502.12598","citing_paper":"/paper/2505.04732"},"observation_digest":"sha256:3fb82d90dad7e656d0af915dd3d937d55347593c5c969499ed5a29e02cda8642","observation_id":"8b3330e1-77bb-4c17-afd3-5b26791bdeb4","resolution":{"observed_at":"2026-08-15T23:25:52.605370Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.12598","last_updated":"2025-02-18T07:15:28Z","snapshot_observed_at":"2026-08-19T21:16:07.289108Z","submitted_at":"2025-02-18T07:15:28Z","title":"Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.12598","snapshot_observed_at":"2026-08-07T11:36:40.881953Z","title":"Bring your own knowl- edge: A survey of methods for llm knowledge expansion","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.01872","last_updated":"2025-06-02T17:01:40Z","snapshot_observed_at":"2026-08-13T14:54:55.221252Z","submitted_at":"2025-06-02T17:01:40Z","title":"Is Extending Modality The Right Path Towards Omni-Modality?","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T11:36:40.881953Z"},"links":{"cited_paper":"/paper/2502.12598","citing_paper":"/paper/2506.01872"},"observation_digest":"sha256:6f268168099313db7a8a4c2b1d1773664694f64a8a17f82d386e9dbd6519875b","observation_id":"aeb4147d-444a-4b41-a82d-365b82e6905e","resolution":{"observed_at":"2026-08-07T11:36:40.881953Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.12598","last_updated":"2025-02-18T07:15:28Z","snapshot_observed_at":"2026-08-19T21:16:07.289108Z","submitted_at":"2025-02-18T07:15:28Z","title":"Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.12598","snapshot_observed_at":"2026-08-06T22:40:38.223028Z","title":"Bring your own knowledge: A survey of methods for llm knowledge expansion,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.21033","last_updated":"2025-06-26T06:16:33Z","snapshot_observed_at":"2026-08-20T04:35:07.799754Z","submitted_at":"2025-06-26T06:16:33Z","title":"BLOCKS: Blockchain-supported Cross-Silo Knowledge Sharing for Efficient LLM Services","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T22:40:38.223028Z"},"links":{"cited_paper":"/paper/2502.12598","citing_paper":"/paper/2506.21033"},"observation_digest":"sha256:e25f67c5540dc121e4923df36a576aa95465851c36bdbc489e96c9c05df1094a","observation_id":"ba01133f-7072-48d9-859a-f97720d7bdbd","resolution":{"observed_at":"2026-08-06T22:40:38.223028Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.12598","last_updated":"2025-02-18T07:15:28Z","snapshot_observed_at":"2026-08-19T21:16:07.289108Z","submitted_at":"2025-02-18T07:15:28Z","title":"Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion","version":1},"cited_work":{"arxiv_id":"2502.12598","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.12598","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Bring your own knowledge: A survey of methods for LLM knowledge expansion","venue":null,"work_id":"c20fcb2c-3a6f-427f-bd99-b27c7dcbfb75","year":2025},"citing_paper":{"arxiv_id":"2604.05096","last_updated":"2026-04-14T19:13:13Z","snapshot_observed_at":"2026-08-15T02:51:00.129010Z","submitted_at":"2026-04-06T18:50:18Z","title":"RAG or Learning? Understanding the Limits of LLM Adaptation under Continuous Knowledge Drift in the Real World","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-10T18:51:34.240871Z"},"links":{"cited_paper":"/paper/2502.12598","citing_paper":"/paper/2604.05096"},"observation_digest":"sha256:607daaaa45d21e7ead0f8cb67d9dcdcfbc638ed46b8432fb3b9db2ea7ea4d847","observation_id":"f4512309-956e-4498-9d90-0c4fff43d60b","resolution":{"observed_at":"2026-05-10T23:50:52.096139Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"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":"2502.12598","last_updated":"2025-02-18T07:15:28Z","snapshot_observed_at":"2026-08-19T21:16:07.289108Z","submitted_at":"2025-02-18T07:15:28Z","title":"Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion","version":1},"cited_work":{"arxiv_id":"2502.12598","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.12598","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Bring your own knowledge: A survey of methods for LLM knowledge expansion","venue":null,"work_id":"c20fcb2c-3a6f-427f-bd99-b27c7dcbfb75","year":2025},"citing_paper":{"arxiv_id":"2605.06285","last_updated":"2026-05-07T13:56:13Z","snapshot_observed_at":"2026-08-13T21:32:42.386381Z","submitted_at":"2026-05-07T13:56:13Z","title":"LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-08T10:27:00.257353Z"},"links":{"cited_paper":"/paper/2502.12598","citing_paper":"/paper/2605.06285"},"observation_digest":"sha256:fb30383f82d8d5e6938fd7df0eeca087049bf84e63b046bc8a1a14eacbf3ac8d","observation_id":"7261e2a2-4f30-4280-b5d8-c1be09efc80a","resolution":{"observed_at":"2026-05-11T20:01:12.092711Z","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"}}],"links":{"evidence":"/evidence","html":"/paper/2502.12598/citation-record","integrity":"/paper/2502.12598/integrity","json":"/paper/2502.12598/citation-record.json","paper":"/paper/2502.12598"},"outbound":[],"paper":{"arxiv_id":"2502.12598","last_updated":"2025-02-18T07:15:28Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-19T21:16:07.289108Z","submitted_at":"2025-02-18T07:15:28Z","title":"Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion"},"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":"2026-08-22T06:32:14.747728+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 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2502.12598."}