{"as_of":"2026-08-06T19:56:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:99ba15029b59313fbbedd90feb77b6a1cc3a54ccfbdd7324d8e053c71cfe344d","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":6,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":6,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-06T06:34:29.942622+00:00","state":"measured"},{"denominator":6,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":6,"source":"paper_references, paper_reference_links","source_observed_at":"2026-06-30T17:22:30.861739Z","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":12,"observed_at":"2026-08-05T02:28:24.338817Z","source":"arxiv_reference"}],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2306.02896","last_updated":"2023-11-16T14:48:16Z","snapshot_observed_at":"2026-07-06T15:38:39.712379Z","submitted_at":"2023-06-05T14:05:04Z","title":"Representational Strengths and Limitations of Transformers","version":2},"cited_work":{"arxiv_id":"2306.02896","doi":"10.48550/arxiv.2306.02896","metadata_source":"arxiv_reference","pith_arxiv_id":"2306.02896","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Representational strengths and limitations of transformers","venue":"arXiv (Cornell University)","work_id":"56203aca-56c1-4b14-9698-3e8ddbcf3823","year":2023},"citing_paper":{"arxiv_id":"2306.14048","last_updated":"2023-12-18T19:10:00Z","snapshot_observed_at":"2026-08-06T19:19:02.165567Z","submitted_at":"2023-06-24T20:11:14Z","title":"H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models","version":3},"reference_index":102,"source":"pdf_text","source_observed_at":"2026-05-17T18:00:50.053377Z"},"links":{"cited_paper":"/paper/2306.02896","citing_paper":"/paper/2306.14048"},"observation_digest":"sha256:6a89d5d2c7d8cf3fa7e20361e383400711f70ca3edb08296280ecc32be97a3dc","observation_id":"c477d43d-df05-43f5-a99c-dda98e38cdf9","resolution":{"observed_at":"2026-05-17T18:00:50.281507Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-05-21T09:24:14.866163+00:00","source":"crossref_status_cache"},{"observed_at":"2026-05-21T09:24:14.866163+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.02896","last_updated":"2023-11-16T14:48:16Z","snapshot_observed_at":"2026-07-06T15:38:39.712379Z","submitted_at":"2023-06-05T14:05:04Z","title":"Representational Strengths and Limitations of Transformers","version":2},"cited_work":{"arxiv_id":"2306.02896","doi":"10.48550/arxiv.2306.02896","metadata_source":"arxiv_reference","pith_arxiv_id":"2306.02896","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Representational strengths and limitations of transformers","venue":"arXiv (Cornell University)","work_id":"56203aca-56c1-4b14-9698-3e8ddbcf3823","year":2023},"citing_paper":{"arxiv_id":"2604.17935","last_updated":"2026-04-20T08:15:17Z","snapshot_observed_at":"2026-07-06T23:04:55.190916Z","submitted_at":"2026-04-20T08:15:17Z","title":"How Much Cache Does Reasoning Need? Depth-Cache Tradeoffs in KV-Compressed Transformers","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-10T05:17:52.344313Z"},"links":{"cited_paper":"/paper/2306.02896","citing_paper":"/paper/2604.17935"},"observation_digest":"sha256:68da951d9f3c4c1b3a96f5b75062401e981f2a4c851081eebfba702736176880","observation_id":"422963d4-cb7f-4378-a360-7421dd77f6e6","resolution":{"observed_at":"2026-05-10T09:28:39.188829Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-05-21T09:24:14.866163+00:00","source":"crossref_status_cache"},{"observed_at":"2026-05-21T09:24:14.866163+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.02896","last_updated":"2023-11-16T14:48:16Z","snapshot_observed_at":"2026-07-06T15:38:39.712379Z","submitted_at":"2023-06-05T14:05:04Z","title":"Representational Strengths and Limitations of Transformers","version":2},"cited_work":{"arxiv_id":"2306.02896","doi":"10.48550/arxiv.2306.02896","metadata_source":"arxiv_reference","pith_arxiv_id":"2306.02896","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Representational strengths and limitations of transformers","venue":"arXiv (Cornell University)","work_id":"56203aca-56c1-4b14-9698-3e8ddbcf3823","year":2023},"citing_paper":{"arxiv_id":"2605.20988","last_updated":"2026-05-26T07:29:50Z","snapshot_observed_at":"2026-07-06T23:31:27.989406Z","submitted_at":"2026-05-20T10:23:03Z","title":"A Sharper Picture of Generalization in Transformers","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-21T06:01:03.524290Z"},"links":{"cited_paper":"/paper/2306.02896","citing_paper":"/paper/2605.20988"},"observation_digest":"sha256:1b1124f5ba921ca9b06fa42ed673908fd90da4df06fb38a7157c2605f3484af2","observation_id":"d97f301c-2f25-4162-885a-0d5760b17940","resolution":{"observed_at":"2026-05-21T06:03:59.153525Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-05-21T09:24:14.866163+00:00","source":"crossref_status_cache"},{"observed_at":"2026-05-21T09:24:14.866163+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.02896","last_updated":"2023-11-16T14:48:16Z","snapshot_observed_at":"2026-07-06T15:38:39.712379Z","submitted_at":"2023-06-05T14:05:04Z","title":"Representational Strengths and Limitations of Transformers","version":2},"cited_work":{"arxiv_id":"2306.02896","doi":"10.48550/arxiv.2306.02896","metadata_source":"arxiv_reference","pith_arxiv_id":"2306.02896","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Representational strengths and limitations of transformers","venue":"arXiv (Cornell University)","work_id":"56203aca-56c1-4b14-9698-3e8ddbcf3823","year":2023},"citing_paper":{"arxiv_id":"2605.20988","last_updated":"2026-05-26T07:29:50Z","snapshot_observed_at":"2026-07-06T23:31:27.989406Z","submitted_at":"2026-05-20T10:23:03Z","title":"A Sharper Picture of Generalization in Transformers","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-06-30T17:22:30.861739Z"},"links":{"cited_paper":"/paper/2306.02896","citing_paper":"/paper/2605.20988"},"observation_digest":"sha256:6876fe863ada8905b9fb65ee3abf5ef7dd00ac1f28990bfc7fa59a88cf256add","observation_id":"0907f4ab-5d81-448e-80d2-38608b8c324f","resolution":{"observed_at":"2026-06-30T17:24:56.424574Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-05-21T09:24:14.866163+00:00","source":"crossref_status_cache"},{"observed_at":"2026-05-21T09:24:14.866163+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.02896","last_updated":"2023-11-16T14:48:16Z","snapshot_observed_at":"2026-07-06T15:38:39.712379Z","submitted_at":"2023-06-05T14:05:04Z","title":"Representational Strengths and Limitations of Transformers","version":2},"cited_work":{"arxiv_id":"2306.02896","doi":"10.48550/arxiv.2306.02896","metadata_source":"arxiv_reference","pith_arxiv_id":"2306.02896","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Representational strengths and limitations of transformers","venue":"arXiv (Cornell University)","work_id":"56203aca-56c1-4b14-9698-3e8ddbcf3823","year":2023},"citing_paper":{"arxiv_id":"2606.21848","last_updated":"2026-07-31T19:30:57Z","snapshot_observed_at":"2026-08-06T19:24:08.523187Z","submitted_at":"2026-06-20T03:12:30Z","title":"Keyless Attention: Value-Space Routing and Value-Only Caching for Efficient Transformers","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-06-26T12:20:42.292943Z"},"links":{"cited_paper":"/paper/2306.02896","citing_paper":"/paper/2606.21848"},"observation_digest":"sha256:8f92430b52c5dedaa9ba59f0b78eae98be19592584100b53c62d9c4a2f34d93d","observation_id":"86ab37cb-49d5-42fb-af24-be20ace948a2","resolution":{"observed_at":"2026-07-04T07:59:40.289591Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-05-21T09:24:14.866163+00:00","source":"crossref_status_cache"},{"observed_at":"2026-05-21T09:24:14.866163+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.02896","last_updated":"2023-11-16T14:48:16Z","snapshot_observed_at":"2026-07-06T15:38:39.712379Z","submitted_at":"2023-06-05T14:05:04Z","title":"Representational Strengths and Limitations of Transformers","version":2},"cited_work":{"arxiv_id":"2306.02896","doi":"10.48550/arxiv.2306.02896","metadata_source":"arxiv_reference","pith_arxiv_id":"2306.02896","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Representational strengths and limitations of transformers","venue":"arXiv (Cornell University)","work_id":"56203aca-56c1-4b14-9698-3e8ddbcf3823","year":2023},"citing_paper":{"arxiv_id":"2606.26749","last_updated":"2026-06-25T08:33:34Z","snapshot_observed_at":"2026-08-01T16:00:20.311664Z","submitted_at":"2026-06-25T08:33:34Z","title":"Structure Before Collapse: Transient semantic geometry in next-token prediction","version":1},"reference_index":102,"source":"arxiv_source","source_observed_at":"2026-06-26T05:14:07.208255Z"},"links":{"cited_paper":"/paper/2306.02896","citing_paper":"/paper/2606.26749"},"observation_digest":"sha256:8f0c54e37713c351bf08439dc97133d853f7c68727efd2d1880fe4c5fdb48724","observation_id":"dd0e4ca4-6e73-4829-b879-28505d654207","resolution":{"observed_at":"2026-07-04T13:29:51.076087Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-05-21T09:24:14.866163+00:00","source":"crossref_status_cache"},{"observed_at":"2026-05-21T09:24:14.866163+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2306.02896/citation-record","integrity":"/paper/2306.02896/integrity","json":"/paper/2306.02896/citation-record.json","paper":"/paper/2306.02896"},"outbound":[],"paper":{"arxiv_id":"2306.02896","last_updated":"2023-11-16T14:48:16Z","latest_version":2,"primary_category":"cs.LG","snapshot_observed_at":"2026-07-06T15:38:39.712379Z","submitted_at":"2023-06-05T14:05:04Z","title":"Representational Strengths and Limitations of Transformers"},"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":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"thesis":"As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2306.02896."}