{"as_of":"2026-08-08T22:39:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:1ad4e620a433cdfb2a50c1ac63be76a3fb7b59647fd75bf846e6c3c6933ad071","coverage":[{"denominator":47,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":47,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T01:06:29.322177Z","state":"measured"},{"denominator":47,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":47,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+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/2608.03134/citation-record","integrity":"/paper/2608.03134/integrity","json":"/paper/2608.03134/citation-record.json","paper":"/paper/2608.03134"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:26.608380Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:26.608380Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:ae791a16c9e0593227f9331215f32de80dce03e5cf2b68607572665835fb1c8d","observation_id":"238c915b-ffc5-43e1-bd83-e4752412c563","resolution":{"observed_at":"2026-08-06T01:06:26.608380Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:26.647083Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:26.647083Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:258b7370c9cd21f248e6aa7313489711472150f440637d7e58ff27a6c4b6520e","observation_id":"508cf691-bcf4-44d8-be62-1ccbc4cf0b46","resolution":{"observed_at":"2026-08-06T01:06:26.647083Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:32.400885Z","title":null,"venue":null,"work_id":"455f8358-ff5c-4122-a01b-c5c39e549521","year":2021},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:26.715887Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:2553ff3660e9f6672231278596c6afca93a11611abd61f78741d6f19e47d1ed8","observation_id":"5410ade0-7c68-4bad-9a8b-219ad04a7bdf","resolution":{"observed_at":"2026-08-06T01:06:32.465812Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:26.776414Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:26.776414Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:386343de04f451cbb98ec7e1016d6906ebb248846da6f9b5d02986410aa78772","observation_id":"0377a901-31a2-4dd6-86d9-b6dab5806563","resolution":{"observed_at":"2026-08-06T01:06:26.776414Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:26.861291Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:26.861291Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:f2da75d26b0dd8235f805ca3ae029483fa3540b62124c5e2359ab9e83931713d","observation_id":"e30bbc37-ef95-4609-aad4-d82440ba0a2f","resolution":{"observed_at":"2026-08-06T01:06:26.861291Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:26.919729Z","title":"Tenenbaum, and Igor Mordatch","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:26.919729Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:7da15a3522ed8f0bc16025cf90c7a0eec07b361b57c2a3daaeed1fe49f9bdbfa","observation_id":"c951ced4-7a30-410b-bf90-0568ab8f091c","resolution":{"observed_at":"2026-08-06T01:06:26.919729Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:26.997359Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:26.997359Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:ed6ce3285fe0f23c73e8d593cd20cd32458182138ffd005c240ed19fce548b7d","observation_id":"5a5ed2ef-435c-4209-b43e-7f067717bb84","resolution":{"observed_at":"2026-08-06T01:06:26.997359Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.10997","last_updated":"2024-03-27T09:16:57Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-12-18T07:47:33Z","title":"Retrieval-Augmented Generation for Large Language Models: A Survey","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.10997","snapshot_observed_at":"2026-08-06T01:06:27.089193Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.089193Z"},"links":{"cited_paper":"/paper/2312.10997","citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:9a0538ebdbbda34ad3b32a6549535de1db30eac306949ac0d90aca0034cde987","observation_id":"09f5768b-730c-4852-a164-095b0663550c","resolution":{"observed_at":"2026-08-06T01:06:27.089193Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:32.181985Z","title":null,"venue":null,"work_id":"e526286d-ed86-4429-94d2-18b92aa3d750","year":2026},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.132816Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:b80c6f9738e02df9a858bf39e6722903e90078ddbb775898c15539ee4da53c97","observation_id":"047133ad-926f-46bb-9a4e-dd29e484abc7","resolution":{"observed_at":"2026-08-06T01:06:32.259435Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:27.198546Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.198546Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:e7a627ac7fc9f41663444d4cc5474dd5748bf054059e73c6da5f88c3f124c4dd","observation_id":"fd9d5c23-b234-4043-b8bd-f445a7bd4194","resolution":{"observed_at":"2026-08-06T01:06:27.198546Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:27.259110Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.259110Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:a4c27bf60027203bd6b9ffee8e5c7af9f415ec76bfe517315393147bf8221f61","observation_id":"193b1fec-cd11-4c3e-81ff-743acacca161","resolution":{"observed_at":"2026-08-06T01:06:27.259110Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:27.300496Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.300496Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:ed1bd6fca6572d55879c8ea3207fcb42a1d2aedf951da71ad834a01a9265b0da","observation_id":"d1f07f99-a76e-4746-8209-10cd1dc92eff","resolution":{"observed_at":"2026-08-06T01:06:27.300496Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:27.331288Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.331288Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:0be94e1b902f508a685ac1720c78a01ebb9c0e306c11f9e1d600e7e71f906987","observation_id":"534fb559-9749-49be-b863-9b076f901974","resolution":{"observed_at":"2026-08-06T01:06:27.331288Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.01798","last_updated":"2024-03-14T04:27:52Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-10-03T04:56:12Z","title":"Large Language Models Cannot Self-Correct Reasoning Yet","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.01798","snapshot_observed_at":"2026-08-06T01:06:27.457798Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.457798Z"},"links":{"cited_paper":"/paper/2310.01798","citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:1a1588050f931a861c50548c69512d035efe4dc7e6f538921d7983152f1d5686","observation_id":"855bcfb6-7de7-4d7f-b1f8-219ed515ddf2","resolution":{"observed_at":"2026-08-06T01:06:27.457798Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:27.483905Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.483905Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:2f9f5cfe88c4d45537e5b7e78fa6dfcc1e244a2530320a7b9e78e128c012837a","observation_id":"e73182dc-a071-4e81-8806-74184694fd1e","resolution":{"observed_at":"2026-08-06T01:06:27.483905Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:27.532135Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.532135Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:bd63d3496a37ffc16755be1f831c24fe74af7ebddc513f6dea94005e096df50d","observation_id":"e2ca4695-f595-4281-9b19-cd1c8b9c1f94","resolution":{"observed_at":"2026-08-06T01:06:27.532135Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:27.634733Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.634733Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:d3992c92000bc53e36af1b050fe1c3f0af535c041dc6e70cc8e42d0f70beabc2","observation_id":"b2e02d2b-3c93-4b74-b090-8d886bbb798c","resolution":{"observed_at":"2026-08-06T01:06:27.634733Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:27.702496Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.702496Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:8d53317601eb01e018aa317ef53b4dc8b492d7891f72d28919e2ba40913c4f9b","observation_id":"34f0e28c-1c4c-4ca0-8bd5-ae941612a0b2","resolution":{"observed_at":"2026-08-06T01:06:27.702496Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.17274","last_updated":"2025-09-11T12:43:54Z","snapshot_observed_at":"2026-07-06T19:57:10.411888Z","submitted_at":"2024-11-26T09:51:55Z","title":"CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics","version":7},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.17274","snapshot_observed_at":"2026-08-06T01:06:27.776760Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.776760Z"},"links":{"cited_paper":"/paper/2411.17274","citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:8ec3319a99ea67f1fe0928312ee50052ad053bcf6615b6cce9e201c663eb0d15","observation_id":"29fcc722-0f51-4d4c-aaef-97d884dca8ee","resolution":{"observed_at":"2026-08-06T01:06:27.776760Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:27.822906Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.822906Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:9f5e6da482934fb894cb2b7526b623ca65718e2713dcfff0a4ca1ddd8f365c60","observation_id":"848d3c70-04fa-4cea-be06-bea7eca49259","resolution":{"observed_at":"2026-08-06T01:06:27.822906Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:32.016861Z","title":null,"venue":null,"work_id":"9812bf7b-8994-4b1e-b291-410d0fe85530","year":2026},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.890730Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:07abd0634d0ffea9694db90b6b1f8dfaf605cfab7c1c3bf729bc3c217d71292c","observation_id":"9ad13624-e24a-4dda-9e16-3b38f6697002","resolution":{"observed_at":"2026-08-06T01:06:32.071026Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2024.34679","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:30.811177Z","title":null,"venue":null,"work_id":"95ce9489-8b71-42b2-ad6b-95722b868653","year":2025},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.949321Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:ccbb399e7047b0bff8bed0a96d93cc3f06598d74cbeb7102d58cf7cbfd7d7b8e","observation_id":"94b3a943-172a-4d36-ae1c-1a564b2f8d63","resolution":{"observed_at":"2026-08-06T01:06:30.844744Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:28.007245Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.007245Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:7e01f6d05c440db2d4dc583ad6c4fd61cf6fea8848e01c375ebb755cc130567e","observation_id":"0c787660-5fc6-4af3-b06d-e1876e27d857","resolution":{"observed_at":"2026-08-06T01:06:28.007245Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:31.858833Z","title":null,"venue":null,"work_id":"82ac58f0-d164-4ec7-8fd6-d2a6e92d9b53","year":null},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.030879Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:cfa0bc55e91985311716be4416df1fe402ca79ca7aab1cab05bee9a96347622a","observation_id":"08160129-d85b-478e-aed8-ff9d462d811e","resolution":{"observed_at":"2026-08-06T01:06:31.949895Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-06T01:06:31.538054Z","title":null,"venue":null,"work_id":"f5cc17eb-ba30-4f73-8a7b-3bf061871930","year":2024},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.168174Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:16242428b50b49bcb6171e1696bfdeba70335ad6e5f7cc3edd5a40ee4609faf5","observation_id":"664b15a5-1d0e-4f81-803e-962776f7d8e9","resolution":{"observed_at":"2026-08-06T01:06:31.598724Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:28.250761Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.250761Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:48a288a27fb4c7fd31f84728c07fa7a4b12084fc4ec65b947fc69494fdc2bbc1","observation_id":"aaea1ac7-9f6c-4967-ace8-581b8d7a1592","resolution":{"observed_at":"2026-08-06T01:06:28.250761Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:28.319487Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.319487Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:0a27c68b58f68d7c68d67eb636416d1f0d60a30bb61fe588b405642656b03c44","observation_id":"3546a92b-bc9f-4b50-926a-f6f3e381a4db","resolution":{"observed_at":"2026-08-06T01:06:28.319487Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:31.666759Z","title":"In Proceedings of the 31st ACM joint european software engineering conference and symposium on the foundations of software engineering","venue":null,"work_id":"d788331c-8a92-49d2-bd43-7f188d7d1774","year":null},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.121142Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:e6017093edeed734a718c91712fa7add9a49889205b5c777ae1ebd9de37cb7b0","observation_id":"1575242b-a932-4263-b1c7-01d53a9f6f80","resolution":{"observed_at":"2026-08-06T01:06:31.775793Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:28.448184Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.448184Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:7111cd2314333d4487000d5a61b32e4208eec7bbe010794cecd7f4f07f6fa7f2","observation_id":"e203ee84-712a-41d1-b5aa-c72d1f604c54","resolution":{"observed_at":"2026-08-06T01:06:28.448184Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:28.500842Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.500842Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:e6e50e0282dab7ba14acfdf1e3f1f0afda100e2ef7c736d7f9652b66d6a44476","observation_id":"115aa956-fef4-497b-845e-1e0527970eab","resolution":{"observed_at":"2026-08-06T01:06:28.500842Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:28.537196Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.537196Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:1218e33e947f9bbf9b7969e9b79d32a6f246b69ef029f80804221797d6b13260","observation_id":"c128a5ef-9d31-42cf-b94d-b8c59b7d9902","resolution":{"observed_at":"2026-08-06T01:06:28.537196Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:31.405502Z","title":null,"venue":null,"work_id":"38bd8d6e-ba97-455f-a30a-698e937b6bc6","year":2024},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.357842Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:36bc4b15a0746520cf3a16734fb6cd5066e4e3dfb06c3fe582362bcbbe44e973","observation_id":"87f9e3e3-6725-4706-bce9-f5a484eda910","resolution":{"observed_at":"2026-08-06T01:06:31.483027Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:28.678892Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.678892Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:109cf6b70aa05d3022a3414cb72ee836312346ac84f194d1c126828555f974a6","observation_id":"cb766648-8cde-4af6-95cb-3e196fadae3f","resolution":{"observed_at":"2026-08-06T01:06:28.678892Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:28.726423Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.726423Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:529f14b040a9c57155cf97f22ef24b86aa49609df9cd00550216b3fb5266d2d6","observation_id":"ed65463c-34dd-43ef-b651-10db66a0d1a9","resolution":{"observed_at":"2026-08-06T01:06:28.726423Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:28.804146Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.804146Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:bd8f01161b91b5fbbc077d1cad32b5ed93f7a1c7be2d93c6284a8fa047c726e1","observation_id":"19f8a37b-650a-4af3-85c9-0fdc26d3f6c1","resolution":{"observed_at":"2026-08-06T01:06:28.804146Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:31.297237Z","title":null,"venue":null,"work_id":"cc2e5a1d-82c4-44db-866b-0b49b4fa0020","year":2025},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.591890Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:f360872e8dbb18fbc6b510f371d486cfb5f5a931894d222dbbd281f47260882f","observation_id":"bf01f811-3414-41ba-8b82-5bf5260140f1","resolution":{"observed_at":"2026-08-06T01:06:31.340584Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:28.897966Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.897966Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:434e155a430e71b40352a8ac1cced0dbd5a2842d792d5e80a1ff923281bbed64","observation_id":"69be0e62-61a1-4a1c-832a-2c226e8aa915","resolution":{"observed_at":"2026-08-06T01:06:28.897966Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1145/3728912","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:29.533225Z","title":null,"venue":null,"work_id":"fdcd4418-f322-407d-b9d0-676d65a29cc4","year":2025},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.986696Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:bcd6c7d31753c63133effa728d9242bbad1799c4d6555ca91c3b8e4a7ff83385","observation_id":"f17bb0a5-ccb3-4dea-8c50-880ae606ae4d","resolution":{"observed_at":"2026-08-06T01:06:29.583032Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2311.10372","last_updated":"2024-01-08T05:41:51Z","snapshot_observed_at":"2026-07-06T16:48:56.495511Z","submitted_at":"2023-11-17T07:55:16Z","title":"A Survey of Large Language Models for Code: Evolution, Benchmarking, and Future Trends","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.10372","snapshot_observed_at":"2026-08-06T01:06:29.039986Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:29.039986Z"},"links":{"cited_paper":"/paper/2311.10372","citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:7600a8511238dbe136f2963a18a5c4a79dbad240cadc60627c91474894127316","observation_id":"d8e0b6e0-d592-4371-9c03-400dc36c76cd","resolution":{"observed_at":"2026-08-06T01:06:29.039986Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:29.113684Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:29.113684Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:524184d6533eeed112f5e1a98056f43b4ec61357d065be1cfce0028a9f83ce2c","observation_id":"1f23ccbe-78c7-4ecf-b87d-ff53741c85c3","resolution":{"observed_at":"2026-08-06T01:06:29.113684Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2025.findings-acl.1165","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:29.732199Z","title":null,"venue":null,"work_id":"0ea3c9ba-0ecc-484b-8dad-1bbc4263e1e4","year":2025},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.857900Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:65e8337e028f50c34264fcdb224a2165e2e989ae66731f8a063fb7a3801d1ee3","observation_id":"8838ed85-10a2-41b0-87b2-7fad4334304d","resolution":{"observed_at":"2026-08-06T01:06:29.777920Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1145/3429444","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:29.390057Z","title":null,"venue":null,"work_id":"49ffb613-af2e-421b-8896-a263a3c79cb1","year":2021},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:29.322177Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:c25a0909fa8ba551ddecd5cc42786a8aeecb7e57fac7abf90f8d12aaa3a05656","observation_id":"952ff4e6-0f5a-4405-a300-0d2cbc6a1525","resolution":{"observed_at":"2026-08-06T01:06:29.488436Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2019.29429","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:30.014181Z","title":null,"venue":null,"work_id":"84a19257-12eb-4261-99fd-d200dc43ae3a","year":2021},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:29.224315Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:430d9d70a113469d827d4376bb825a00cf691c83e0cdcaad7ff3dba444e4a056","observation_id":"159524fd-0b6c-4818-8112-ec2e62cc6063","resolution":{"observed_at":"2026-08-06T01:06:30.165351Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:27.596137Z","title":"In 2013 35th International Conference on Software Engineering (ICSE)","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":2013,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.596137Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:c8717e9eef1d0a92defaeb777b96fa62b48839704d0bb0a87375b6317257c4b9","observation_id":"aff1aa33-3fad-4402-a3b8-bc365acf6dfd","resolution":{"observed_at":"2026-08-06T01:06:27.596137Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:27.399002Z","title":"In 2023 5th IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:27.399002Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:79edf59e0277c8456c879b9f2f481202efe9ccf55abdb9f337b8d2f99d4d74de","observation_id":"fd99dce2-f17a-433b-b2bb-6f0a8b74e753","resolution":{"observed_at":"2026-08-06T01:06:27.399002Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:32.305074Z","title":"In Proceedings of the 41st International Conference on Machine Learning (Vienna, Austria) (ICML’24)","venue":null,"work_id":"3b8aa933-c60f-47c0-8dbc-994df2559039","year":null},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:26.952455Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:d1de98cd16a82d0e0809f217592c7fbc9d808b4f454da0dcc26db53d6e31acdc","observation_id":"20155b80-9bcf-413e-b2e6-c092d298073e","resolution":{"observed_at":"2026-08-06T01:06:32.331394Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T01:06:28.646752Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection","version":1},"reference_index":2457,"source":"pdf_text","source_observed_at":"2026-08-06T01:06:28.646752Z"},"links":{"citing_paper":"/paper/2608.03134"},"observation_digest":"sha256:e58bbca13ce0f0731d94872a3e979226320c4dec447903b7369fa114a0bc5a8c","observation_id":"3f36d023-663a-415a-be4a-f3a836abef64","resolution":{"observed_at":"2026-08-06T01:06:28.646752Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2608.03134","last_updated":"2026-08-04T05:03:11Z","latest_version":1,"primary_category":"cs.CR","snapshot_observed_at":"2026-08-07T23:10:36.338684Z","submitted_at":"2026-08-04T05:03:11Z","title":"CLEAR: Causal Context-Based Agentic Reasoning for Vulnerability Detection"},"reference_resolution":{"displayed":47,"state_counts":{"malformed_identifier":2,"metadata_mismatch":2,"parse_uncertain":0,"unresolved":38,"verified_exact":3,"verified_fuzzy":2},"total_outbound_references":47},"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":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2608.03134."}