{"as_of":"2026-08-06T14:05:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:e228320325a82c7ebbc0ffcab060274311b5612225883bad86b169e048e71400","coverage":[{"denominator":72,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":72,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-20T19:05:58.638818Z","state":"measured"},{"denominator":72,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":72,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-06T06:34:29.942622+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2605.15721/citation-record","integrity":"/paper/2605.15721/integrity","json":"/paper/2605.15721/citation-record.json","paper":"/paper/2605.15721"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":"2303.08774","doi":"10.1002/tea.20265","metadata_source":"pith","pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GPT-4 Technical Report","venue":"cs.CL","work_id":"b928e041-6991-4c08-8c81-0359e4097c7b","year":2023},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:f3fa62fbea6088e94e173d5c19fbee81315cf2307d68656f8cd5d85a8770b7b4","observation_id":"51512cef-01bd-44d0-94ad-ff50307e1f61","resolution":{"observed_at":"2026-05-20T19:08:54.397873Z","resolver_source":"local_arxiv","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2405.18369","last_updated":"2024-10-03T09:45:47Z","snapshot_observed_at":"2026-07-06T18:21:26.195207Z","submitted_at":"2024-05-28T17:08:31Z","title":"PromptWizard: Task-Aware Prompt Optimization Framework","version":2},"cited_work":{"arxiv_id":"2405.18369","doi":"10.48550/arxiv.2405.18369","metadata_source":"arxiv_reference","pith_arxiv_id":"2405.18369","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"arXiv preprint arXiv:2405.18369 , year=","venue":"arXiv (Cornell University)","work_id":"62e6ddc6-6ade-445a-877d-f5717ca72c59","year":2024},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2405.18369","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:b44932b83ca21e385e4a9b4758508225e49a1f64730a2bb965e1a25d117fb132","observation_id":"6293d4b9-fb7a-4186-9f7d-5e5ba5790128","resolution":{"observed_at":"2026-05-20T19:08:54.400660Z","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2507.19457","last_updated":"2026-02-14T11:42:30Z","snapshot_observed_at":"2026-08-06T03:52:41.836315Z","submitted_at":"2025-07-25T17:42:32Z","title":"GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning","version":2},"cited_work":{"arxiv_id":"2507.19457","doi":"10.48550/arxiv.2507.19457","metadata_source":"pith","pith_arxiv_id":"2507.19457","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning","venue":"cs.CL","work_id":"40b60d06-dc1c-4799-b75d-ff1eca653049","year":2025},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2507.19457","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:c42b9e514d18200b578adfd05c22c4e7533d3cc380b8cf980963d6120140d457","observation_id":"60bc2991-d292-4943-bf0e-5fb155db519b","resolution":{"observed_at":"2026-05-20T19:08:54.383441Z","resolver_source":"local_arxiv","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":"2026-07-14T18:20:19.13226+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-14T18:20:19.13226+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"03d812fd-25f2-43f9-91e2-d3b810898f15","year":2020},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:86ee092bf3ae51f9b69b809b39df9cedc2c2f45014fe47ecaaa96ab7347907bb","observation_id":"bf30d308-34cb-4301-a737-ef98d644143f","resolution":{"observed_at":"2026-05-20T19:13:41.346099Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"853a0555-d4ba-42e2-b419-10c324c245ef","year":2016},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:f4e2966ccdbafabbd1f8ce1f004d017a59a9826a5ccecd97f24ca5ae94c203f6","observation_id":"25ffd698-e769-421a-ac76-f9df1eb407be","resolution":{"observed_at":"2026-05-20T19:13:41.355538Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"4fe8aacb-3f28-4172-b7f5-fdcb4fa92196","year":2008},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:bb2aa1f7b315b920fe573fbcd5e0f1c7259d1b8bcc4155dea51dc8d7c7bae49e","observation_id":"c070977d-b747-4a59-b8ff-6e23d64b8e9f","resolution":{"observed_at":"2026-05-20T19:13:41.351792Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"ab40ca6c-e104-436e-a39d-1f6e08dcd2b3","year":2016},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:ea110b76ba794ac09780fbca54f69f0fe8f5b2d236a2fadb33e9f92770955759","observation_id":"be556092-98c7-4188-bcfb-2b7c46ea335e","resolution":{"observed_at":"2026-05-20T19:13:41.357394Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2309.16797","last_updated":"2023-09-28T19:01:07Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-09-28T19:01:07Z","title":"Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution","version":1},"cited_work":{"arxiv_id":"2309.16797","doi":"10.48550/arxiv.2309.16797","metadata_source":"pith","pith_arxiv_id":"2309.16797","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution","venue":"cs.CL","work_id":"01508be0-d975-4ff6-8045-1e0b229fbab4","year":2023},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2309.16797","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:aed61fe2e7ebf05cf9acab194a4482508b5e3e8edf784956e837e69a1b3fcc12","observation_id":"6a29473b-1da6-4716-9e0e-13fceba77975","resolution":{"observed_at":"2026-05-20T19:08:54.422327Z","resolver_source":"local_arxiv","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2309.08532","last_updated":"2025-05-01T11:56:52Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-09-15T16:50:09Z","title":"EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers","version":3},"cited_work":{"arxiv_id":"2309.08532","doi":"10.48550/arxiv.2309.08532","metadata_source":"pith","pith_arxiv_id":"2309.08532","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers","venue":"cs.CL","work_id":"fa7fdd38-244f-4722-a136-ba8667c8a974","year":2023},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2309.08532","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:5d334b82da328d0e08eb847688d7b7570b672a5892dfc8d774142ddf7857c27d","observation_id":"8023df41-867b-4f62-bee2-c9184441a7ff","resolution":{"observed_at":"2026-05-20T19:08:54.392359Z","resolver_source":"local_arxiv","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"8325e963-fe3f-4424-808f-443cb6e6bbe6","year":2017},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:6710fb6a9ba81fdfc8c26f0b281aaaf4069b38f01a14512e0cccab42c9b10148","observation_id":"0faadba6-3231-4ebb-85ef-ffee1846f1c2","resolution":{"observed_at":"2026-05-20T19:13:53.831701Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"46d3893e-af70-42e8-a7b0-d80d4712d0a0","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:d5dd96aa43d88e03021d9c3b375e95349b6cbc8d31c88028cc26dd0112610c1c","observation_id":"f3394b63-0185-4bab-80e1-7ee73f6924bf","resolution":{"observed_at":"2026-05-20T19:13:53.844074Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"InFindings of the Association for Computational Linguistics: EMNLP 2020","venue":null,"work_id":"1106aea9-8e51-47bd-8714-0d36b9c837e4","year":2020},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:a28596077f94dbec7b8e6345721e2860d068f2348678486aa58d57e900c348e6","observation_id":"0d1a18ba-95e6-465a-a19f-4bf131c8bc3f","resolution":{"observed_at":"2026-05-20T19:13:53.847079Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"5793417f-68f1-4e4d-b121-d90f340759b8","year":2023},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:3464b09158a285b3374beb1041a74f31bd63c8c1e9ecbbea7eddf0de39e68d7d","observation_id":"e095fdd6-5913-40e6-84db-59edff1a4959","resolution":{"observed_at":"2026-05-20T19:13:53.823874Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"e2e86b87-e2d7-4f6f-85d3-e059d0e77356","year":2009},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:d72ca2e8b568162532e1721833bae8dad54e4046260d0f0c95d584d4751820d0","observation_id":"c3ec38fc-1c30-4817-b58a-d664eab5f497","resolution":{"observed_at":"2026-05-20T19:13:53.833989Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"6eaab837-2057-42a5-a057-8cd46944f0aa","year":2003},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:af3df91ee25cb32a5e4f04d970ba6c8c5d4eef5a39d09b3d5eadef9eac90634a","observation_id":"2ee556cc-2966-4c21-965c-e4708eab3cc0","resolution":{"observed_at":"2026-05-20T19:13:53.828444Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"6ef3100e-dff2-49c0-a6b8-72866f6c4cb1","year":2016},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:f77aac1d5effadaf4b917852b2882b805d2284d44dbea087ba382d64486c1c6b","observation_id":"e784f199-5ac3-4869-99ef-a7eec9c0b754","resolution":{"observed_at":"2026-05-20T19:13:53.814919Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2410.05362","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-04T09:59:45.680895Z","title":"Llms are in-context bandit reinforcement learners.arXiv preprint arXiv:2410.05362","venue":null,"work_id":"a47132fa-ff86-4522-ad80-c01763e66327","year":2024},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:c81a5b79c7e7f65ca29929bfc4bdcdb2b2797684ddba8fa83445e8ff516f145a","observation_id":"23f346ee-a355-4099-90ab-08e20c233821","resolution":{"observed_at":"2026-05-20T19:08:54.428000Z","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.21276","last_updated":"2024-10-25T17:43:01Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-10-25T17:43:01Z","title":"GPT-4o System Card","version":1},"cited_work":{"arxiv_id":"2410.21276","doi":"10.1177/15248380231178756","metadata_source":"pith","pith_arxiv_id":"2410.21276","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GPT-4o System Card","venue":"cs.CL","work_id":"f37bf1c7-4964-4e56-9762-d20da8d9009f","year":2024},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2410.21276","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:5977171d5a14160521e40e40c7849cc839fc3232b53757cf29099de72489013d","observation_id":"6d71f5fd-db44-4003-9c5e-e8d1c7abfcd6","resolution":{"observed_at":"2026-05-20T19:08:54.430597Z","resolver_source":"local_arxiv","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.11695","last_updated":"2024-10-06T17:34:26Z","snapshot_observed_at":"2026-07-06T18:32:19.794373Z","submitted_at":"2024-06-17T16:12:03Z","title":"Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs","version":2},"cited_work":{"arxiv_id":"2406.11695","doi":"10.48550/arxiv.2406.11695","metadata_source":"arxiv_reference","pith_arxiv_id":"2406.11695","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"2, 3, 10","venue":"arXiv (Cornell University)","work_id":"cbf1bb1d-eecd-46bd-9fbd-67af4b0a98ea","year":2024},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2406.11695","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:9c6b946afd9bda8a293c365c8d13e4ff6356e78553de2b15e6c2356bbab63d5f","observation_id":"428c4ac4-ad61-4d55-9849-92f41be5c158","resolution":{"observed_at":"2026-05-20T19:08:54.436058Z","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"3154bd29-5e43-429c-a8f7-a8cf4775c760","year":2022},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:32f8080de825c906b616fa5f0be6bd186730d712176db595c5380653189e93ff","observation_id":"79ce248a-d642-4065-8882-cfa37fe3e456","resolution":{"observed_at":"2026-05-20T19:13:53.826218Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"003e814e-51d3-4176-a9b9-669624d763a0","year":2023},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:6821da20b328731a7089df423e08c440ea79ff2a3ae549d48cb20a2ddb81ffa1","observation_id":"e6febf2c-b947-4ade-ae17-93b1cfdbf849","resolution":{"observed_at":"2026-05-20T19:13:41.378581Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2603.14769","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"a48d2552-9745-460e-9bca-cd8a178a1d02","year":2026},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:16b243558788270cd3f326871ab50188f5772194d4ede0dacdb8010b9c6fe746","observation_id":"a84834f3-91bf-44fd-84de-269e1c1ea633","resolution":{"observed_at":"2026-05-20T19:08:54.389324Z","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"5df052fa-078d-49ee-9cb9-c1c8de55ae0f","year":2010},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:ec6dc5fc9f0f78655b6488b424b5c49e007e02e0f03939c7cae19421a7857490","observation_id":"ebfc30ad-c9ae-47d8-905e-041cef91567a","resolution":{"observed_at":"2026-05-20T19:13:41.374693Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1205.2618","last_updated":"2012-05-09T18:25:09Z","snapshot_observed_at":"2026-07-06T02:47:58.266745Z","submitted_at":"2012-05-09T18:25:09Z","title":"BPR: Bayesian Personalized Ranking from Implicit Feedback","version":1},"cited_work":{"arxiv_id":"1205.2618","doi":"10.48550/arxiv.1205.2618","metadata_source":"pith","pith_arxiv_id":"1205.2618","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"BPR: Bayesian Personalized Ranking from Implicit Feedback","venue":"cs.IR","work_id":"e9e76f86-6f7b-4653-b398-241edfc02639","year":2012},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/1205.2618","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:25db219f8e332d8beb24392d8dace14d4516250e7be9df2a9c07bca90fd548ef","observation_id":"b24ba181-bee1-4e8d-a51c-10dc5aa45ebd","resolution":{"observed_at":"2026-05-20T19:08:54.433438Z","resolver_source":"local_arxiv","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.16822","last_updated":"2024-12-11T18:07:25Z","snapshot_observed_at":"2026-07-06T17:35:41.168780Z","submitted_at":"2024-02-26T18:47:27Z","title":"Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts","version":3},"cited_work":{"arxiv_id":"2402.16822","doi":"10.48550/arxiv.2402.16822","metadata_source":"pith","pith_arxiv_id":"2402.16822","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Raparthy, Andrei Lupu, Eric Hambro, Aram H","venue":"cs.CL","work_id":"d6939128-25f0-4e03-8c04-3dd198db6a8e","year":2024},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2402.16822","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:b482fb65fd7b5fb24b7ed771e07300965f2bfef5b110f18505a4ce467aeb36a7","observation_id":"cb02b00f-60bc-42f5-9194-7e86318bf190","resolution":{"observed_at":"2026-05-20T19:08:54.411605Z","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"647da967-aac9-4441-b7b2-1b1d550ca871","year":2001},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:1b0ca8efa1595e4e4edcbafa0d3212542845e69c7f315aa8a61896a8f4e8f9fc","observation_id":"2ab22635-215d-41c4-b428-52388e3c6ff4","resolution":{"observed_at":"2026-05-20T19:13:53.836217Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"61fe56b5-9b5c-4a88-a8f1-58a002e1abf2","year":2015},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:730436e70ea8526bec585adb27761ab78edd7c39ee0e845951196ed066d0d717","observation_id":"200167e7-0064-4943-a7c1-c48cf3862bb0","resolution":{"observed_at":"2026-05-20T19:13:41.370879Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"cfee9fd7-f01c-450f-8e05-5ec7310de07e","year":2025},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:47ae77d2d593a6d10fa1ea341f6df65fb94a64e066cbff5b3c009f85a6b4b030","observation_id":"28bf096e-185a-4655-a333-857c1edb6149","resolution":{"observed_at":"2026-05-20T19:13:41.363044Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"2025.OpenEvolve: an open-source evolutionary coding agent","venue":null,"work_id":"c0ea20aa-e8e3-49ee-b24d-b18b74b28f8e","year":2025},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:c88aab7a46fad2170d66bfb36ff215dc8a3243270f3ccd0181c10f0716da2701","observation_id":"b7d66200-c35a-4966-bb52-2d38c2ce5fa4","resolution":{"observed_at":"2026-05-20T19:13:41.359077Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.11366","last_updated":"2023-10-10T05:21:45Z","snapshot_observed_at":"2026-07-06T15:05:53.556198Z","submitted_at":"2023-03-20T18:08:50Z","title":"Reflexion: Language Agents with Verbal Reinforcement Learning","version":4},"cited_work":{"arxiv_id":"2303.11366","doi":"10.1109/cvpr42600.2020","metadata_source":"pith","pith_arxiv_id":"2303.11366","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Reflexion: Language Agents with Verbal Reinforcement Learning","venue":"cs.AI","work_id":"778f739e-5f55-4961-8a2a-e4736a2757f4","year":2023},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2303.11366","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:76e41330134458977ed8e9f343fa609b18fdf839ec88f5bfd4643e13035bf577","observation_id":"02bed722-c118-48f2-ad61-5c2fd5eee2fe","resolution":{"observed_at":"2026-05-20T19:08:54.416902Z","resolver_source":"local_arxiv","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.09288","last_updated":"2023-07-19T17:08:59Z","snapshot_observed_at":"2026-08-02T11:57:18.735747Z","submitted_at":"2023-07-18T14:31:57Z","title":"Llama 2: Open Foundation and Fine-Tuned Chat Models","version":2},"cited_work":{"arxiv_id":"2307.09288","doi":"10.24963/ijcai.2025/706","metadata_source":"pith","pith_arxiv_id":"2307.09288","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Llama 2: Open Foundation and Fine-Tuned Chat Models","venue":"cs.CL","work_id":"68a5177f-d644-44c1-bd4f-4e5278c22f5d","year":2023},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2307.09288","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:e50543fb1623dc479eab1c17ceb3c2311c7e5f828ca70d229d9e6fddfc0d6387","observation_id":"5d32dccf-089c-4a5e-99a3-d37b8895bf85","resolution":{"observed_at":"2026-05-20T19:08:54.414140Z","resolver_source":"local_arxiv","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.09671","last_updated":"2024-10-12T23:42:16Z","snapshot_observed_at":"2026-08-04T14:33:36.204296Z","submitted_at":"2024-10-12T23:42:16Z","title":"OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models","version":1},"cited_work":{"arxiv_id":"2410.09671","doi":"10.48550/arxiv.2410.09671","metadata_source":"arxiv_reference","pith_arxiv_id":"2410.09671","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Ni, Linyi Yang, Ying Wen, and Weinan Zhang","venue":"arXiv (Cornell University)","work_id":"62bbb441-cae1-49b5-a823-0c0ee38a8244","year":2025},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2410.09671","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:46032b7854f7e2261c1925e7aead925f70ece08c7c988684df12db8a16101a95","observation_id":"5853d6c3-a8ef-4106-ae2f-fdb47adb2be1","resolution":{"observed_at":"2026-05-20T19:08:54.442717Z","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"129e7407-42da-4420-9678-15ddaf91b6fb","year":2020},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:afbf5cedabe694e25b0ae30a6dbd78d333d2480357cd3f478d885b7ef452f14c","observation_id":"51f59605-25e9-4906-b0eb-b47c059b7b78","resolution":{"observed_at":"2026-05-20T19:13:41.361187Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2201.11903","last_updated":"2023-01-10T23:07:57Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2022-01-28T02:33:07Z","title":"Chain-of-Thought Prompting Elicits Reasoning in Large Language Models","version":6},"cited_work":{"arxiv_id":"2201.11903","doi":"10.48550/arxiv.2201.11903","metadata_source":"pith","pith_arxiv_id":"2201.11903","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Chain-of-Thought Prompting Elicits Reasoning in Large Language Models","venue":"cs.CL","work_id":"d1cf6693-a082-403c-ada9-dac7b96341f9","year":2022},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2201.11903","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:277b44742569668befb9ff2873af04164c99093c003fef74d1aaf7c89aecbf6c","observation_id":"f2774556-8992-4749-ad2f-a0d877a89cf9","resolution":{"observed_at":"2026-05-20T19:08:54.424706Z","resolver_source":"local_arxiv","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":"2026-08-04T01:08:13.648188+00:00","source":"crossref_status_cache"},{"observed_at":"2026-08-04T01:08:13.648188+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":"2309.03409","last_updated":"2024-04-15T07:50:32Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-09-07T00:07:15Z","title":"Large Language Models as Optimizers","version":3},"cited_work":{"arxiv_id":"2309.03409","doi":"10.48550/arxiv.2309.03409","metadata_source":"pith","pith_arxiv_id":"2309.03409","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Large Language Models as Optimizers","venue":"cs.LG","work_id":"cacd55e1-79db-4dd6-9f1b-794fc09d75bb","year":2023},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2309.03409","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:d15f733445bdc764b597a9486d83a1c65fef33905adba0dbf2436e1fe755e096","observation_id":"1343aa47-4554-46c1-b439-8772f1a5bb03","resolution":{"observed_at":"2026-05-20T19:08:54.419642Z","resolver_source":"local_arxiv","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-10T05:56:51.370535Z","title":null,"venue":null,"work_id":"2634def3-b5a2-4638-bb5e-7ce7ae7d5ede","year":2018},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:bfeb8f3d53afcccc4ecfe1878d9a697ad3e004144b1f9a45286f9659a7d72328","observation_id":"e22f5a2c-d7de-4e7e-952f-815b9f9ae062","resolution":{"observed_at":"2026-05-20T19:13:41.364952Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.07496","last_updated":"2024-06-11T17:32:21Z","snapshot_observed_at":"2026-07-06T18:29:04.294349Z","submitted_at":"2024-06-11T17:32:21Z","title":"TextGrad: Automatic \"Differentiation\" via Text","version":1},"cited_work":{"arxiv_id":"2406.07496","doi":"10.48550/arxiv.2406.07496","metadata_source":"pith","pith_arxiv_id":"2406.07496","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"TextGrad: Automatic \"Differentiation\" via Text","venue":"cs.CL","work_id":"c52b4841-a4b4-4b4e-bc86-8ef6645a9bbb","year":2024},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2406.07496","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:db46c671b4390993314237fd2858d94281c3f4486ba8d4ae705f54ecbbcdb770","observation_id":"16fc5464-41cb-4861-8c5b-32561d53f88a","resolution":{"observed_at":"2026-05-20T19:08:54.439321Z","resolver_source":"local_arxiv","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":"2026-07-14T18:20:25.209279+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-14T18:20:25.209279+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":"1904.12058","last_updated":"2020-02-16T04:27:14Z","snapshot_observed_at":"2026-07-06T07:48:48.815834Z","submitted_at":"2019-04-26T21:58:46Z","title":"Inductive Matrix Completion Based on Graph Neural Networks","version":3},"cited_work":{"arxiv_id":"1904.12058","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"1904.12058","snapshot_observed_at":"2026-06-30T19:15:01.252267Z","title":"arXiv preprint arXiv:1904.12058 , year=","venue":null,"work_id":"7cfe9184-116e-4ecb-a717-97afe2a5e826","year":1904},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/1904.12058","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:61c8cf3a4e771bc8d14af1b90c46f2567a9122e8311baf616dae365163c8232f","observation_id":"d37317e1-bb2b-4037-80c2-053b6d10733f","resolution":{"observed_at":"2026-05-20T19:08:54.408339Z","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.18223","last_updated":"2026-03-18T05:34:39Z","snapshot_observed_at":"2026-08-06T13:20:25.535603Z","submitted_at":"2023-03-31T17:28:46Z","title":"A Survey of Large Language Models","version":19},"cited_work":{"arxiv_id":"2303.18223","doi":"10.18653/v1/d16-1080","metadata_source":"pith","pith_arxiv_id":"2303.18223","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"A Survey of Large Language Models","venue":"cs.CL","work_id":"de1b42b5-4a0a-4b1f-8c78-1f7fe21be6c9","year":2023},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2303.18223","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:2e522904cc8dec5093d81c6ad0866fbe19a60a8fa7869d6273dbbfed7a0fc3dd","observation_id":"4dc13e95-b396-4ca7-86c9-035e33caddb3","resolution":{"observed_at":"2026-05-20T19:08:54.395372Z","resolver_source":"local_arxiv","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"8b9a986f-fa12-4b67-bf28-1e0b47187eb7","year":2021},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:6b39360c3bfd0b2865705b4c8874d6fa327d0b4e5c4681d5b4b683ba860fed25","observation_id":"0e6bf8f8-47e8-4eaa-8d06-4fe47cfe3514","resolution":{"observed_at":"2026-05-20T19:13:41.368532Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2211.01910","last_updated":"2023-03-10T17:20:17Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2022-11-03T15:43:03Z","title":"Large Language Models Are Human-Level Prompt Engineers","version":2},"cited_work":{"arxiv_id":"2211.01910","doi":null,"metadata_source":"pith","pith_arxiv_id":"2211.01910","snapshot_observed_at":"2026-07-04T15:29:56.107259Z","title":"Large Language Models Are Human-Level Prompt Engineers","venue":"cs.LG","work_id":"29231305-69fd-45ff-b0cd-4dc3bd9d798e","year":2022},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2211.01910","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:0a801087b82eb58b02bd60acaea5f53282e8add83f155b47f1f3ff1394abfbd9","observation_id":"22b70837-2cd6-486d-ab69-6023ef27f99e","resolution":{"observed_at":"2026-05-24T09:43:26.534305Z","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.03533","last_updated":"2024-08-11T09:08:59Z","snapshot_observed_at":"2026-07-06T18:57:43.764663Z","submitted_at":"2024-08-07T04:20:28Z","title":"Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation","version":2},"cited_work":{"arxiv_id":"2408.03533","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2408.03533","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"69ec63c4-4013-4128-ab17-c5127188adc0","year":2024},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"cited_paper":"/paper/2408.03533","citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:b07788b330ec84d57679706663d25adb922c140aaec84c4433abed1c62885a59","observation_id":"5e4aae73-6e9b-41e6-a090-b56e6ca6b8a9","resolution":{"observed_at":"2026-05-20T19:08:54.386797Z","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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"blind spots","venue":null,"work_id":"559bafd3-867a-46b5-8f34-da8606afd27c","year":2024},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:9124f9ce8e4d8f9d62fc59aac9ab5071cb326e83c60e12da7a22dbdd1c5464b2","observation_id":"694563c0-2990-42bd-a3b2-24d1ed3bd01a","resolution":{"observed_at":"2026-05-20T19:13:41.376613Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"\" summary","venue":null,"work_id":"b625619a-b6c7-4541-b853-7f6f29dc4573","year":1954},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:1e91cac04cdc09f910608d94ca3e92468a24282044af7f160a80dcb621a0ceff","observation_id":"734c60e9-d9c0-4549-add6-878d4174d73d","resolution":{"observed_at":"2026-05-20T19:13:53.821462Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"The Strange Case Of ...\\","venue":null,"work_id":"16fcd08e-81de-4801-abf1-3b0dc8819f1b","year":2009},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:22046c1e474d4bac149ce02f9c853203acfa7cd18a25cf43f4cd711c7379063d","observation_id":"1582ad58-6ed5-49a6-8153-a3b3c5d5b00d","resolution":{"observed_at":"2026-05-20T19:13:53.841959Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Calling All Dawns \\","venue":null,"work_id":"9288f302-2217-451c-8493-42665cfcf2f7","year":1991},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:7b78dc8dd5850bb82c507462fc31ea0c087712ee5e90701af56c3a9010a1e274","observation_id":"7db2d484-b84c-4c87-8e34-2211bfff34a7","resolution":{"observed_at":"2026-05-20T19:13:41.350901Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"db3365f5-e3e3-42ae-8e5a-25dc385d808e","year":1956},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:1f61e21b19eb884d0e66b0b849bdef395e2896a5c72ca08c562f4e4c0b75fa07","observation_id":"365537a6-47ff-4858-88da-f7dcadd980c7","resolution":{"observed_at":"2026-05-20T19:13:41.349081Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"9a955d15-b1e1-4b11-9562-204138bc896a","year":1960},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:b7c533369bd0094d4cf6e41d9a9908da111a3ce82fcb10578f56a9a93d417ad1","observation_id":"ca4e188c-9150-4dda-a7f4-9c87f48eacae","resolution":{"observed_at":"2026-05-20T19:13:41.347266Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"36c9a397-2b0b-431f-b778-6942e4c56543","year":1954},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:4e6bafa330221e3e1ac04ae2a1d407e27b2d85cdc25988cbba5ee7849ff0c230","observation_id":"03cd2031-cfba-42ca-82d6-d103e9b925d2","resolution":{"observed_at":"2026-05-20T19:13:41.363224Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"None of the above i n d i v i d u a l s were a s s o c i a t e d with Wonder Girls , a South Korean girl group formed in 2007 by JYP E n t e r t a i n m e n t","venue":null,"work_id":"cd6ad99b-4001-45e0-9ad2-4418c4ea0993","year":1976},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:80ecd4df6462a4fc000454b1ddd051b954151b0bd18c715532462d2b1bca4ed2","observation_id":"f123005a-ba38-41d1-9581-5872ba1144ca","resolution":{"observed_at":"2026-05-20T19:13:41.359303Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"30 \" summary","venue":null,"work_id":"d68e526e-6c3d-4273-9b9e-474a76ef03d2","year":1954},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:8e2afe782cff17e6226776e398c6b382d3be340056b6b2be9db5d0efc2c1d931","observation_id":"1f3a068b-240a-48b0-8b0f-c03fc40bfea3","resolution":{"observed_at":"2026-05-20T19:13:41.343448Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"The Strange Case Of ...\\","venue":null,"work_id":"c89c0039-9128-4d91-b4a8-0d79341cf07c","year":2009},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:ffcf82642b2813fec588a0e43dcd4c03cacbb3aac330139c891b558747488504","observation_id":"0b6332b2-e3c7-4913-8c2f-f26c28285883","resolution":{"observed_at":"2026-05-20T19:13:41.345153Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Calling All Dawns \\","venue":null,"work_id":"077500aa-9f59-44e4-8616-0bb4ab27e450","year":1991},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:5732a672f29ebd64003b4370bef38ade4bf13f644c09aeaf199a30f8e475e7c6","observation_id":"a19c208a-3789-411d-95b4-625735e4f763","resolution":{"observed_at":"2026-05-20T19:13:41.344150Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"C o n t r a d i c t i o n s Collapse \\","venue":null,"work_id":"daed2a9e-1e8f-4f1c-8ab9-24148bb3551f","year":1994},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:c030543701ae9484b110f93ecb6c50cb23adf7d1234a2692184f022ceb4c1eb0","observation_id":"10496240-5d8f-4b33-80dd-78a6c0ee097c","resolution":{"observed_at":"2026-05-20T19:13:41.336822Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"The Voice of the Civil Rights Movement \\","venue":null,"work_id":"cde660f3-6ff0-4189-9420-4706309b399f","year":1950},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:2926eb1bb5e98bc7252aa2f714a828988b63d63d31c766379c77722f4d7d40aa","observation_id":"9b870d37-b635-4300-8282-21eaa4b05b98","resolution":{"observed_at":"2026-05-20T19:13:41.357234Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"C o n t r a d i c t i o n s Collapse \\","venue":null,"work_id":"dc767d4e-f587-419e-86d2-e4a6cae0fb9a","year":1994},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:483a9fdaf564ae52a162128a52acee691ba85f25521d47e89d2f143c747b1dcd","observation_id":"b3f631ed-66d2-403b-804d-dd422ddfbb82","resolution":{"observed_at":"2026-05-20T19:13:41.334349Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"The ‘ search_query ‘ should target r e t r i e v i n g the missing i n f o r m a t i o n rather than r e i t e r a t i n g what is already in the ‘ context ‘","venue":null,"work_id":"7f76a461-6407-483c-90a2-0f1de9b8024b","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:ddba150ca8b21ea4a65043c28ea1c106ae211a018a9cc9b7f185c55573eb4063","observation_id":"63709c27-3a94-4d81-944e-b3a371b970e4","resolution":{"observed_at":"2026-05-20T19:13:41.328077Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"a73374e1-f7c3-4f50-9b03-4d8c265a5139","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:c97086b8fb7ae1a8f37958a3bddad2bab1095a5bcf1d72eab54f302d90561d91","observation_id":"aac95215-3058-4d99-aa99-98a50150695b","resolution":{"observed_at":"2026-05-20T19:13:41.353468Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"The query should remain neutral and factual , aimed solely at finding the missing pieces of i n f o r m a t i o n","venue":null,"work_id":"17905e62-fb6f-4d10-bda6-7625c1368abe","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:b7f9f0f01904540c9f25a9e212913b916e2939312cb14289b01cf9ab7f8aa5b7","observation_id":"6b13cbd2-60a3-4653-a089-8b48a99c49c0","resolution":{"observed_at":"2026-05-20T19:13:41.326223Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"7dd8bf4d-1bc2-4393-92a7-e750027c8017","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:0a15ce177ea71587315a1ec12466921ca217833ec59d7ea0b1f9f146676a7890","observation_id":"480fd2c5-3691-4971-9638-b50098568404","resolution":{"observed_at":"2026-05-20T19:13:41.332171Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"The ‘ search_query ‘ should focus e x c l u s i v e l y on u n r e s o l v e d aspects of the question","venue":null,"work_id":"4a1915b4-86fe-482c-beca-501cb0f5cc12","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:0bd690cbaa71c9c4276241bc3712ae379a2e07091ef5568fe828121c3b42d116","observation_id":"aba55d5c-4bba-427b-8021-8055f1718086","resolution":{"observed_at":"2026-05-20T19:13:41.352959Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Mel Groomes ’ alma mater \\","venue":null,"work_id":"f9af1e78-38b3-480f-bb41-ed9d7e18804d","year":1972},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:30401d8dfe67b0ba11561fa5c626fe1675e5d183e56717e4f2de00fe374a8941","observation_id":"53074e27-5313-4dd4-b2ab-3e76237e0dcf","resolution":{"observed_at":"2026-05-20T19:13:41.372741Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"The Voice of the Civil Rights Movement \\","venue":null,"work_id":"f35b0033-5d4b-49d6-87ff-7a4e6d69a37e","year":1950},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:cc6933f777c05f9af341ab533976fc41567ac133da61ee473f4298bd2eb34292","observation_id":"8a9b19bf-a500-4469-8e88-0bb05873d35a","resolution":{"observed_at":"2026-05-20T19:13:53.839699Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Pay p a r t i c u l a r a tt en ti on to numeric data , dates , proper nouns , entity names , and other key details","venue":null,"work_id":"f54f578a-ba36-4fdc-aed6-bdf7cfe7c8c7","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:9d03ee9004cd32576642c3727240c015aa2701e61b006595ecc11b118a2a8231","observation_id":"91b02db4-10c4-47d8-bdab-a0c73fe0c6ed","resolution":{"observed_at":"2026-05-20T19:13:41.315391Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"If the context does not directly provide the n ece ss ar y information , e x p l i c i t l y state what is missing and provide an a p p r o p r i a t e fallback response ( e","venue":null,"work_id":"76ece187-75cf-4da8-8b8f-1f3e442d127e","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:fbd0747f4591d01c53aeed2205b899a72f140b7f6f5332a7419cf6cfd65ed749","observation_id":"654b786b-9564-45db-92cc-5c42d4554116","resolution":{"observed_at":"2026-05-20T19:13:41.313124Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Clearly outline how each piece of i n f o r m a t i o n from the context c o n t r i b u t e s to deriving the answer","venue":null,"work_id":"b6271be4-570b-418e-93c0-ec862c06deef","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:3401224fed57435c98fc39dc0db74f877ff3b8772712e08df044cdeef8df13d3","observation_id":"ded8a1bc-6374-49dd-a52c-6902729d66a9","resolution":{"observed_at":"2026-05-20T19:13:41.332027Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Pay close at te nt io n to details such as specific dates , numeric constraints , entity relationships , and other query - specific nuances","venue":null,"work_id":"ee19de44-a030-4f02-84d1-d655c65c407e","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:e0afe35046bc0167a3078f0287c0b2bff1e4f068717e3bf9357dca902d0fde93","observation_id":"87863013-5c91-4107-8909-285599026aa1","resolution":{"observed_at":"2026-05-20T19:13:41.336619Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"For example : - For date - related queries , cross - check all dates in the context to ensure accuracy","venue":null,"work_id":"01b0651c-b612-4a1f-a6bf-ccce010c28c8","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:100e3630b20d335eed22f3a4cdb438ed42918f6399d9c0dbdc2482c15bdc9335","observation_id":"fd86bad6-c6e7-4f0d-a434-bd97ef6e93f3","resolution":{"observed_at":"2026-05-20T19:13:41.340336Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Avoid guessing or i n t r o d u c i n g u n s u p p o r t e d i n f o r m a t i o n","venue":null,"work_id":"26da7432-eee5-46ee-bffb-4553999b220c","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:6d5ccc12d4934cb204f4440ff7bc336a2eaaacce53966e3f78dda6c40a43c8c3","observation_id":"05fe01de-1b22-4430-86a7-2f71e8022a57","resolution":{"observed_at":"2026-05-20T19:13:41.348189Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"For yes / no questions , use l ow er ca se ( ’ yes ’ , ’no ’)","venue":null,"work_id":"61ec1d00-8798-460d-93ca-f80375cda6e3","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:46e2cbe0bd261a509512c0f2d99202a65243346f08d252e112ba4ac7bfb30455","observation_id":"77594bd9-c997-4b81-8bbc-b8de657d8995","resolution":{"observed_at":"2026-05-20T19:13:41.349912Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"\" fields","venue":null,"work_id":"6da9204b-5d61-4804-9f41-05ec1f6fe389","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:e306774a7b27bce24ac508bf632b2cd7167a7408c8146b0b9235568a6781ac5e","observation_id":"3d265f99-195f-4de9-b2f1-af7a6361ef52","resolution":{"observed_at":"2026-05-20T19:13:41.361362Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Guidelines: • The answer [N/A] means that the paper does not involve crowdsourcing nor research with human subjects","venue":null,"work_id":"178014dc-f8a9-4940-8559-25d52670d098","year":null},"citing_paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering","version":1},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-05-20T19:05:58.638818Z"},"links":{"citing_paper":"/paper/2605.15721"},"observation_digest":"sha256:e2fe3262380fc71ee714673f3e0e77b58e76d7fc76de2c954985f7afcb62a6b3","observation_id":"315695a0-b425-4afe-a7f0-3f94db6a9b3b","resolution":{"observed_at":"2026-05-20T19:13:41.366904Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2605.15721","last_updated":"2026-05-15T08:17:21Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-03T02:20:03.310384Z","submitted_at":"2026-05-15T08:17:21Z","title":"Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering"},"reference_resolution":{"displayed":72,"state_counts":{"malformed_identifier":1,"metadata_mismatch":3,"parse_uncertain":0,"unresolved":24,"verified_exact":18,"verified_fuzzy":26},"total_outbound_references":72},"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 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2605.15721."}