{"as_of":"2026-08-09T13:09:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:c87c6b97dc06aa10bbdaee166e904cf4c3b9765c023346ed1263bdf803b0ca50","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":8,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":8,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":8,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":8,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T14:54:50.612831Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-06-29T17:33:45.280054Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2410.15319","last_updated":"2024-10-20T07:22:23Z","snapshot_observed_at":"2026-07-06T19:36:36.994783Z","submitted_at":"2024-10-20T07:22:23Z","title":"Causality for Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.15319","snapshot_observed_at":"2026-08-07T14:54:50.612831Z","title":"Causality for large language models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.16982","last_updated":"2025-05-22T17:52:59Z","snapshot_observed_at":"2026-08-07T14:49:52.179060Z","submitted_at":"2025-05-22T17:52:59Z","title":"Beyond Correlation: Towards Causal Large Language Model Agents in Biomedicine","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T14:54:50.612831Z"},"links":{"cited_paper":"/paper/2410.15319","citing_paper":"/paper/2505.16982"},"observation_digest":"sha256:ff2bddd51b03726633a89569fa792a071dcbb637840ea7f6e039b29681feaf4d","observation_id":"9eeffaf6-f0b4-4654-b2ca-5bdfd5404e88","resolution":{"observed_at":"2026-08-07T14:54:50.612831Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.15319","last_updated":"2024-10-20T07:22:23Z","snapshot_observed_at":"2026-07-06T19:36:36.994783Z","submitted_at":"2024-10-20T07:22:23Z","title":"Causality for Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.15319","snapshot_observed_at":"2026-08-06T23:48:11.297582Z","title":", Kuang, K","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.16168","last_updated":"2025-06-19T09:43:17Z","snapshot_observed_at":"2026-08-06T23:42:01.801481Z","submitted_at":"2025-06-19T09:43:17Z","title":"On using AI for EEG-based BCI applications: problems, current challenges and future trends","version":1},"reference_index":68,"source":"arxiv_source","source_observed_at":"2026-08-06T23:48:11.297582Z"},"links":{"cited_paper":"/paper/2410.15319","citing_paper":"/paper/2506.16168"},"observation_digest":"sha256:32df59ca152b12c6990b860a059f76e80ae86f91b88781603d60085d2630d597","observation_id":"c1daafcf-610a-431c-8c48-9bbcf7d68ee1","resolution":{"observed_at":"2026-08-06T23:48:11.297582Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.15319","last_updated":"2024-10-20T07:22:23Z","snapshot_observed_at":"2026-07-06T19:36:36.994783Z","submitted_at":"2024-10-20T07:22:23Z","title":"Causality for Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.15319","snapshot_observed_at":"2026-08-06T22:36:25.100645Z","title":"Causality for large language models.arXiv preprint arXiv:2410.15319, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.21215","last_updated":"2025-06-26T13:11:01Z","snapshot_observed_at":"2026-08-09T07:59:33.028965Z","submitted_at":"2025-06-26T13:11:01Z","title":"Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-06T22:36:25.100645Z"},"links":{"cited_paper":"/paper/2410.15319","citing_paper":"/paper/2506.21215"},"observation_digest":"sha256:3d139f634a129ba7a8371d12f905dd81c5ef201d9efe370c36017364530884c9","observation_id":"dc434d29-8fb6-4776-b033-43e8cb8b5750","resolution":{"observed_at":"2026-08-06T22:36:25.100645Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.15319","last_updated":"2024-10-20T07:22:23Z","snapshot_observed_at":"2026-07-06T19:36:36.994783Z","submitted_at":"2024-10-20T07:22:23Z","title":"Causality for Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.15319","snapshot_observed_at":"2026-08-05T12:32:14.071834Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2509.01535","last_updated":"2025-09-09T04:01:50Z","snapshot_observed_at":"2026-08-05T12:32:10.656133Z","submitted_at":"2025-09-01T15:13:15Z","title":"CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models","version":2},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-05T12:32:14.071834Z"},"links":{"cited_paper":"/paper/2410.15319","citing_paper":"/paper/2509.01535"},"observation_digest":"sha256:3c7d5b26b974683eb764a8d52d84a99ae2249fec14a8944b131c73fb86e03b67","observation_id":"51e65605-af72-4a97-94da-8eadd4c0a9a3","resolution":{"observed_at":"2026-08-05T12:32:14.071834Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.15319","last_updated":"2024-10-20T07:22:23Z","snapshot_observed_at":"2026-07-06T19:36:36.994783Z","submitted_at":"2024-10-20T07:22:23Z","title":"Causality for Large Language Models","version":1},"cited_work":{"arxiv_id":"2410.15319","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2410.15319","snapshot_observed_at":"2026-06-29T17:33:45.280054Z","title":"arXiv preprint arXiv:2410.15319 (2024)","venue":null,"work_id":"32ff40af-fa47-468e-b13c-1cefabb32f4a","year":2024},"citing_paper":{"arxiv_id":"2605.07600","last_updated":"2026-05-08T11:19:01Z","snapshot_observed_at":"2026-07-06T23:19:56.415523Z","submitted_at":"2026-05-08T11:19:01Z","title":"Mathematical Reasoning via Intervention-Based Time-Series Causal Discovery Using LLMs as Concept Mastery Simulators","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-11T02:05:48.483640Z"},"links":{"cited_paper":"/paper/2410.15319","citing_paper":"/paper/2605.07600"},"observation_digest":"sha256:489d8b650153461b9e9635d5354e19ed82169d8f1c11ab31eb07884c74fa0611","observation_id":"936772ce-797d-43e7-9d22-49688d14a869","resolution":{"observed_at":"2026-05-11T03:55:57.619204Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.15319","last_updated":"2024-10-20T07:22:23Z","snapshot_observed_at":"2026-07-06T19:36:36.994783Z","submitted_at":"2024-10-20T07:22:23Z","title":"Causality for Large Language Models","version":1},"cited_work":{"arxiv_id":"2410.15319","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2410.15319","snapshot_observed_at":"2026-06-29T17:33:45.280054Z","title":"arXiv preprint arXiv:2410.15319 (2024)","venue":null,"work_id":"32ff40af-fa47-468e-b13c-1cefabb32f4a","year":2024},"citing_paper":{"arxiv_id":"2605.21059","last_updated":"2026-05-20T11:44:01Z","snapshot_observed_at":"2026-07-06T23:31:32.577242Z","submitted_at":"2026-05-20T11:44:01Z","title":"Multimodal LLMs under Pairwise Modalities","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-05-21T05:37:56.792564Z"},"links":{"cited_paper":"/paper/2410.15319","citing_paper":"/paper/2605.21059"},"observation_digest":"sha256:d97d717df1ba5039513f71a88b13b622165518c53ed7fe2cd57493230612e074","observation_id":"cdedf459-0bb3-4774-b24e-8820819bb728","resolution":{"observed_at":"2026-05-21T05:39:40.654956Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.15319","last_updated":"2024-10-20T07:22:23Z","snapshot_observed_at":"2026-07-06T19:36:36.994783Z","submitted_at":"2024-10-20T07:22:23Z","title":"Causality for Large Language Models","version":1},"cited_work":{"arxiv_id":"2410.15319","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2410.15319","snapshot_observed_at":"2026-06-29T17:33:45.280054Z","title":"arXiv preprint arXiv:2410.15319 (2024)","venue":null,"work_id":"32ff40af-fa47-468e-b13c-1cefabb32f4a","year":2024},"citing_paper":{"arxiv_id":"2605.27567","last_updated":"2026-05-26T18:37:03Z","snapshot_observed_at":"2026-08-08T06:30:15.899255Z","submitted_at":"2026-05-26T18:37:03Z","title":"Why LLMs Fail at Causal Discovery and How Interventional Agents Escape","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-06-29T17:28:33.394661Z"},"links":{"cited_paper":"/paper/2410.15319","citing_paper":"/paper/2605.27567"},"observation_digest":"sha256:b444b22336011acb29ff59b1f1ad346671d99429e4bdc570b240f4f8bd54bed5","observation_id":"b6e3aeb0-a3c5-4822-a84a-aa3ac59150dd","resolution":{"observed_at":"2026-06-29T17:33:45.281879Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.15319","last_updated":"2024-10-20T07:22:23Z","snapshot_observed_at":"2026-07-06T19:36:36.994783Z","submitted_at":"2024-10-20T07:22:23Z","title":"Causality for Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.15319","snapshot_observed_at":"2026-08-02T15:46:34.288595Z","title":"arXiv preprint arXiv:2410.15319 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.15281","last_updated":"2026-04-22T23:24:18Z","snapshot_observed_at":"2026-08-06T11:01:30.133098Z","submitted_at":"2026-04-22T23:24:18Z","title":"Causal-Audit: Explicit and Auditable Graph-based Reasoning via Target-Aware Causal Chain Construction","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-02T15:46:34.288595Z"},"links":{"cited_paper":"/paper/2410.15319","citing_paper":"/paper/2607.15281"},"observation_digest":"sha256:ef8244a9bf2fc98be6cc06b3528364052f5918497db16a112fa1b3286fa95877","observation_id":"cf506f7a-38bd-44c2-a1fa-d9252f60da62","resolution":{"observed_at":"2026-08-02T15:46:34.288595Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2410.15319/citation-record","integrity":"/paper/2410.15319/integrity","json":"/paper/2410.15319/citation-record.json","paper":"/paper/2410.15319"},"outbound":[],"paper":{"arxiv_id":"2410.15319","last_updated":"2024-10-20T07:22:23Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-07-06T19:36:36.994783Z","submitted_at":"2024-10-20T07:22:23Z","title":"Causality for Large Language Models"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2410.15319."}