{"as_of":"2026-08-07T19:33:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:e3d6f4c2b9f9c60bd426127125034f72718b1d0967f1a1d35014b507f0ad0dc0","coverage":[{"denominator":40,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":40,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T05:37:02.613759Z","state":"measured"},{"denominator":40,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":40,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+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/2506.07501/citation-record","integrity":"/paper/2506.07501/integrity","json":"/paper/2506.07501/citation-record.json","paper":"/paper/2506.07501"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:37:03.535844Z","title":"Graph-of-Causal Evolution (GoCE)","venue":null,"work_id":"3b6ede53-99a1-4445-be1e-505250ca1f28","year":2025},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.380490Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:c75b4e4893f3304776750a37ff3e83ad9c7505806301c05cc6d2d311c24e7529","observation_id":"a38462f5-bcfb-472c-805d-90ccea18b8cb","resolution":{"observed_at":"2026-08-07T05:37:03.542164Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.518420Z","title":"Chain-of-Model (CoM)","venue":null,"work_id":"66f0810a-8b62-480c-a65a-da2c3aedd31b","year":2025},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.388628Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:e8a08b8fe8d34eaa3289f596a7641a5e267b6a3547e929e1689e12792916b0cc","observation_id":"825bd8c6-d2ba-4126-952e-f6a7be812fe8","resolution":{"observed_at":"2026-08-07T05:37:03.523981Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.502501Z","title":"KL+(Δmetric)","venue":null,"work_id":"e5ee6ef6-05ff-4dde-bfd7-36b180c80b94","year":2022},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.394777Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:5d436bfb823406eecefdef0180ac17759808d5f4f2a8ccb92b1d3ec4d863fb82","observation_id":"8bbceff8-dbb0-4888-a226-165add217e06","resolution":{"observed_at":"2026-08-07T05:37:03.507449Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.485948Z","title":null,"venue":null,"work_id":"1305b81a-6118-418b-8bc7-4f65c8046fba","year":2020},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.404266Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:ffb4c9ed8372268c0a264dfdcd6f3a0ee9a038af69c324b5ac94ab8894ba3d7e","observation_id":"d2914a01-9c28-495e-a484-1fd7a14cf534","resolution":{"observed_at":"2026-08-07T05:37:03.491707Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.465554Z","title":"The following table 1 and table 2 show the performance of the introduced GoCE and baseline models respectively","venue":null,"work_id":"dab68604-364c-4b26-b43a-f058bdca29fd","year":null},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.411846Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:77616c3e8ad61fed517faf7e3c7a4ee290b0ae09ec77e38e8c072ca5c8dd5f05","observation_id":"87254c40-0432-42d0-aa40-30886ba88fb9","resolution":{"observed_at":"2026-08-07T05:37:03.472649Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.445935Z","title":null,"venue":null,"work_id":"648e9284-a579-4809-80e4-35eec89445d0","year":null},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.418472Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:15f4337a0d7b9670690e10b9075e7a7f38baa2c0bd55598997ebb15ab3c6bd4f","observation_id":"45f2af09-0d40-49c9-b4da-1fa63fb62dfb","resolution":{"observed_at":"2026-08-07T05:37:03.451096Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.426888Z","title":"Win, win, double! Far, far, ahead!","venue":null,"work_id":"94ff4592-c939-4f2e-af96-d666a4742b9d","year":null},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.423967Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:823632eb86814d01b73eae0a3ff82ebe16730acf66f9f04260c799c0a698989c","observation_id":"d9c5555a-ce11-4e50-b2c7-dd75c7486421","resolution":{"observed_at":"2026-08-07T05:37:03.433848Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.409755Z","title":"Bondarenko, M","venue":null,"work_id":"aca0795e-9fc4-4dab-85c8-e4809cb6f42b","year":2022},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.429619Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:53146633f17d5a9423fbd530b7ceb1b7581cd08c51e5831887305e529c1a722f","observation_id":"d9f1cda1-a7e9-4275-a76f-8d1f3a76d1bc","resolution":{"observed_at":"2026-08-07T05:37:03.414898Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.385711Z","title":null,"venue":null,"work_id":"008cf420-02f9-4860-9dab-ffbdf9d928b0","year":2022},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.435000Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:de88669c7eff1bd7109df6b65eda6744708a132144f276a9dffd408835e7bd36","observation_id":"99450b2d-5dfe-43e2-abd0-2f2ea27c2f5d","resolution":{"observed_at":"2026-08-07T05:37:03.390717Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2106.12066","last_updated":"2021-11-30T22:47:59Z","snapshot_observed_at":"2026-07-06T11:21:54.845449Z","submitted_at":"2021-06-22T21:25:43Z","title":"It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning","version":2},"cited_work":{"arxiv_id":"2106.12066","doi":null,"metadata_source":"pith","pith_arxiv_id":"2106.12066","snapshot_observed_at":"2026-08-07T05:37:03.099322Z","title":"It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning","venue":"cs.CL","work_id":"fa444b5f-e470-4868-8476-16e9002af94d","year":2021},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.440706Z"},"links":{"cited_paper":"/paper/2106.12066","citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:d33aa8cc95c63dd300e72d869238ec857cfb5cc17752c92e949ea5cafa1cc02d","observation_id":"f004d114-fe85-433f-8293-b8a4f775b293","resolution":{"observed_at":"2026-08-07T05:37:03.105688Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.369632Z","title":"Vaswani, N","venue":null,"work_id":"9291ca74-9609-46e2-9f81-838d9bd0d0db","year":2017},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.447119Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:a03841967d35fb94c4fc3fe3aeb346a67c598cf38684582888032928ea3165df","observation_id":"7796cb93-796e-4ac0-8e15-343968650d86","resolution":{"observed_at":"2026-08-07T05:37:03.374758Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.14937","last_updated":"2025-04-21T08:01:32Z","snapshot_observed_at":"2026-08-07T16:00:38.894751Z","submitted_at":"2025-04-21T08:01:32Z","title":"Causal DAG Summarization (Full Version)","version":1},"cited_work":{"arxiv_id":"2504.14937","doi":null,"metadata_source":"pith","pith_arxiv_id":"2504.14937","snapshot_observed_at":"2026-08-07T05:37:03.069104Z","title":"Causal DAG Summarization (Full Version)","venue":"cs.LG","work_id":"2351e574-e3ef-4f23-946b-72024bfff329","year":2025},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.452151Z"},"links":{"cited_paper":"/paper/2504.14937","citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:873f5ebbc6a5a7e2b7bccc49592a4b5255bb6e390784d89e9be924780dcf37e2","observation_id":"d0e0f4ee-6c58-4899-ab8b-a6df4eef014c","resolution":{"observed_at":"2026-08-07T05:37:03.078764Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.352098Z","title":"Mitra, B","venue":null,"work_id":"964154ca-4f0e-4566-98a0-89ad9af378ea","year":2024},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.458513Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:afb02995e8018d735a2b73be2c3768bd79b5ab2a47159dd5b583a30b7b28c9d7","observation_id":"4255c41d-d964-4408-b860-e15eeb346ded","resolution":{"observed_at":"2026-08-07T05:37:03.357595Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.332484Z","title":null,"venue":null,"work_id":"debe3569-9673-4513-ab57-f4eb038848ed","year":2023},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.464219Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:aa0f145131c2baa9d66effaf00854a6f293e4a7e5aad180a00a637377a82d9d4","observation_id":"fa3e4982-8769-4eb8-bade-5c1dbb4389f7","resolution":{"observed_at":"2026-08-07T05:37:03.337918Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:02.470816Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.470816Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:b035048c80a0c2d2827dc7918a986588090b1b7cd93110872c464e8efb315a8a","observation_id":"cdcaefbb-997c-414a-8590-2e67a2eb18ab","resolution":{"observed_at":"2026-08-07T05:37:02.470816Z","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":"2026-08-07T05:37:03.314386Z","title":null,"venue":null,"work_id":"a07d0bca-344c-4b85-93e5-7011ead96fff","year":2024},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.475813Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:ac825e5343a1962a267d8d74e2f34d3e1ac836ee1e008a994da95a8492fe6708","observation_id":"76d84f77-851e-4dd2-9912-18dbe6ac7b68","resolution":{"observed_at":"2026-08-07T05:37:03.320459Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.14219","last_updated":"2025-01-22T03:33:25Z","snapshot_observed_at":"2026-07-06T20:09:33.491422Z","submitted_at":"2024-12-18T14:11:15Z","title":"A Survey on Inference Optimization Techniques for Mixture of Experts Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.14219","snapshot_observed_at":"2026-08-07T05:37:02.481239Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.481239Z"},"links":{"cited_paper":"/paper/2412.14219","citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:65ebd794fcab6793702d363bb5fa4a15d0d9544fd2442f8f14972ee13ebe4339","observation_id":"40b3f56d-e59a-4592-a9b2-cb357d70bb9d","resolution":{"observed_at":"2026-08-07T05:37:02.481239Z","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":"2026-08-07T05:37:03.297718Z","title":null,"venue":null,"work_id":"21499122-b3e8-4536-8fb3-4626ed235171","year":2022},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.486451Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:5aa60a7a9ccfd7f58f140b4a61bc78317553d64f6488f121a78624c321ade262","observation_id":"37765ea6-d451-4c60-9437-691776f72194","resolution":{"observed_at":"2026-08-07T05:37:03.302725Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.22954","last_updated":"2026-03-12T23:47:40Z","snapshot_observed_at":"2026-07-06T21:32:33.515702Z","submitted_at":"2025-05-29T00:26:15Z","title":"Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.22954","snapshot_observed_at":"2026-08-07T05:37:02.491175Z","title":"Zhang, S","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.491175Z"},"links":{"cited_paper":"/paper/2505.22954","citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:36b06a3f6ede36a7eb1c19b94f0700963b26bc7f7873d1805066bb5f6b85e314","observation_id":"6f234a1d-53b2-4190-8143-04cdb675039f","resolution":{"observed_at":"2026-08-07T05:37:02.491175Z","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":"2026-08-07T05:37:03.280707Z","title":"Grotov, S","venue":null,"work_id":"7c0cd9f7-a2f3-4abf-b70f-d598d554e6fe","year":2022},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.496655Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:b7a04195befc954a3c7f2fc1b259eb72c11eaf80924dddf684b1667230ac53e6","observation_id":"d7bc2182-17b6-4cbc-9b64-7b51651163b7","resolution":{"observed_at":"2026-08-07T05:37:03.286355Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1908.06177","last_updated":"2019-09-04T00:14:56Z","snapshot_observed_at":"2026-08-06T06:01:21.997422Z","submitted_at":"2019-08-16T21:12:15Z","title":"CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1908.06177","snapshot_observed_at":"2026-08-07T05:37:02.501468Z","title":"Sinha, S","venue":null,"work_id":null,"year":1908},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.501468Z"},"links":{"cited_paper":"/paper/1908.06177","citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:38f49943d7a4b6f2d23cab827b1cf0eee97e618d12521f153f44830d20fe209c","observation_id":"29a4fef6-7651-49b6-a773-479980ce5c6b","resolution":{"observed_at":"2026-08-07T05:37:02.501468Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.11820","last_updated":"2025-05-23T08:12:10Z","snapshot_observed_at":"2026-08-07T15:44:24.794904Z","submitted_at":"2025-05-17T04:06:12Z","title":"Chain-of-Model Learning for Language Model","version":2},"cited_work":{"arxiv_id":"2505.11820","doi":null,"metadata_source":"pith","pith_arxiv_id":"2505.11820","snapshot_observed_at":"2026-08-07T05:37:02.896712Z","title":"Chain-of-Model Learning for Language Model","venue":"cs.CL","work_id":"ab3ac519-19a7-4508-94e1-2a5aa626a73b","year":2025},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.506800Z"},"links":{"cited_paper":"/paper/2505.11820","citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:ddbce2ca9bc7baa5444412adb6441fa88ca85bbe54c9b584c45c9d78a4747dd6","observation_id":"e497e98a-88ab-4ef3-b3c2-e6f89884989e","resolution":{"observed_at":"2026-08-07T05:37:02.904533Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.16676","last_updated":"2025-02-17T20:16:29Z","snapshot_observed_at":"2026-07-06T19:37:33.729773Z","submitted_at":"2024-10-22T04:18:19Z","title":"CausalEval: Towards Better Causal Reasoning in Language Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.16676","snapshot_observed_at":"2026-08-07T05:37:02.512581Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.512581Z"},"links":{"cited_paper":"/paper/2410.16676","citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:5cd3b096086b41dac5a12f96e3403ab794f96feaf67cbc15b7aafe59f31c7535","observation_id":"4b546595-eccc-4347-8663-aedcb12a4512","resolution":{"observed_at":"2026-08-07T05:37:02.512581Z","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":"2026-08-07T05:37:03.262662Z","title":null,"venue":null,"work_id":"11575e79-0834-454a-b1fe-7e501a431b65","year":2021},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.517592Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:2d1414c312cf53a09d768ec71579f58eb052a07652336b89405d674ea4707614","observation_id":"aa2e4482-01d8-4a18-a8ce-8b495d40e773","resolution":{"observed_at":"2026-08-07T05:37:03.267729Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.244994Z","title":"Stephens","venue":null,"work_id":"84056b56-0936-416c-8c24-f16ed61d1fa0","year":2024},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.523312Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:aea2cac034531115059a5d9c0ba1add5c6ebd1738e24c262da99fc5d121c0dd4","observation_id":"d2e1155c-e078-4d5f-b5fa-5ce9bd075256","resolution":{"observed_at":"2026-08-07T05:37:03.250025Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.224921Z","title":"Karupiah","venue":null,"work_id":"d2f65628-b35e-465b-b9a8-41955a1e7d8f","year":2022},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.528502Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:4efc2c0325b22bb1dc6d1cc763c240727e32424d2e8ea3ae5e1224a1ee0aa613","observation_id":"ab27596f-c538-4206-a892-b29cd24d331e","resolution":{"observed_at":"2026-08-07T05:37:03.231104Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.12246","last_updated":"2024-07-21T08:01:00Z","snapshot_observed_at":"2026-08-06T00:07:59.786773Z","submitted_at":"2023-02-23T18:58:59Z","title":"Active Prompting with Chain-of-Thought for Large Language Models","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.12246","snapshot_observed_at":"2026-08-07T05:37:02.534820Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.534820Z"},"links":{"cited_paper":"/paper/2302.12246","citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:54d5348a84b5ac0ad05dafe6e8f5774de7fbde588176f6cb6ca4cb2ad81e16ef","observation_id":"5f6b106d-5378-4f7f-bd1f-2bf41c12e7be","resolution":{"observed_at":"2026-08-07T05:37:02.534820Z","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":"2026-08-07T05:37:02.542088Z","title":"Shafayat, F","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.542088Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:1a7048f75b924b3e81d514eb5218f2431c3832d13adb5edd3325a7847c0e68dd","observation_id":"00478211-d751-4bc3-a49a-060345bfb293","resolution":{"observed_at":"2026-08-07T05:37:02.542088Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2012.09699","last_updated":"2021-01-24T09:38:54Z","snapshot_observed_at":"2026-08-05T19:35:00.334774Z","submitted_at":"2020-12-17T16:11:47Z","title":"A Generalization of Transformer Networks to Graphs","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2012.09699","snapshot_observed_at":"2026-08-07T05:37:02.550095Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.550095Z"},"links":{"cited_paper":"/paper/2012.09699","citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:f6262571942d2f3ad1517cac0bd328bb7f42e580bc8f3706dd13d348feba959c","observation_id":"8b7e924b-70d5-455e-b5d1-6ae7986aa952","resolution":{"observed_at":"2026-08-07T05:37:02.550095Z","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":"2026-08-07T05:37:03.207236Z","title":null,"venue":null,"work_id":"12232e1d-66c4-4a75-b176-c7c0e767e8c5","year":2025},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.557735Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:72a5392f3068efd04874109fd43831ffc4d524a79b4705af317095144d89b18e","observation_id":"bdb72985-e483-45f6-a8d9-26546a5d1f9b","resolution":{"observed_at":"2026-08-07T05:37:03.212454Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2501.16352","last_updated":"2025-01-18T20:17:31Z","snapshot_observed_at":"2026-08-05T12:47:08.431760Z","submitted_at":"2025-01-18T20:17:31Z","title":"Mixture of Experts (MoE): A Big Data Perspective","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.16352","snapshot_observed_at":"2026-08-07T05:37:02.563039Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.563039Z"},"links":{"cited_paper":"/paper/2501.16352","citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:22c3c78c4c139ebaaffb239ea219f16ae7152ad871fc2ed6cf3b9289717f5cd5","observation_id":"ee30d655-4621-4103-978c-a31c66954ba7","resolution":{"observed_at":"2026-08-07T05:37:02.563039Z","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":"2026-08-07T05:37:03.189327Z","title":"Wright, D","venue":null,"work_id":"ac342d4f-4229-4004-a0a8-e7001124d830","year":2006},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.568532Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:99758d4aeccd6dccf9fd13ba9ffbfca0852824db95e78bd4ebbaf2795bf80c29","observation_id":"a79f1df3-8f9b-4f0f-9706-98f42b109dc1","resolution":{"observed_at":"2026-08-07T05:37:03.194771Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.171507Z","title":null,"venue":null,"work_id":"04252194-53a1-46aa-ad71-2470f9fb4cc5","year":2020},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.573434Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:0b3fee496b5b93547de0121f5275f06155ba532b98ea1aa6d987ceedf19ae565","observation_id":"e231d690-340b-4172-b095-7f55c98b483a","resolution":{"observed_at":"2026-08-07T05:37:03.177037Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.16582","last_updated":"2024-03-23T03:06:54Z","snapshot_observed_at":"2026-07-06T15:33:42.279377Z","submitted_at":"2023-05-26T02:15:09Z","title":"Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.16582","snapshot_observed_at":"2026-08-07T05:37:02.579441Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.579441Z"},"links":{"cited_paper":"/paper/2305.16582","citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:1eead88f95d248d5379b56f3fdc00d6143fad6c845db85f53b4236f917cdabfe","observation_id":"0c7001f2-1180-438f-b9eb-6dfd544b7858","resolution":{"observed_at":"2026-08-07T05:37:02.579441Z","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":"2026-08-07T05:37:03.155162Z","title":null,"venue":null,"work_id":"067a35c4-49f2-4e04-9ed7-3ae13a5374a3","year":2022},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.585329Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:a8ba566e8f628e4c1626c801cc2f13b31091e8b3dac3ccae74c72bb3c9ed03f2","observation_id":"1be37389-3b2d-4f4c-b60e-6bc0a7c5acbd","resolution":{"observed_at":"2026-08-07T05:37:03.160255Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.133781Z","title":null,"venue":null,"work_id":"7c3ebddf-42df-4555-a361-ca9c5d35367d","year":2024},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.590672Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:5f20f478df810881bf7a6549e93c9074f4efcec1e328d2bff30baf1f6208ae70","observation_id":"25e1f63e-649b-4e71-93c9-be336233b538","resolution":{"observed_at":"2026-08-07T05:37:03.139141Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-07T05:37:03.117474Z","title":null,"venue":null,"work_id":"141517ae-7416-4902-862b-9f0aa57000e3","year":2023},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.596959Z"},"links":{"citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:127925668305b4d2c3ffdb2388939a9c87ddbdcfdac0024c9090104b50c2d632","observation_id":"181929e9-3d1e-4f09-8d3c-29311356ea5c","resolution":{"observed_at":"2026-08-07T05:37:03.122489Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.04959","last_updated":"2023-10-08T01:16:55Z","snapshot_observed_at":"2026-07-06T16:29:15.947222Z","submitted_at":"2023-10-08T01:16:55Z","title":"Towards Better Chain-of-Thought Prompting Strategies: A Survey","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.04959","snapshot_observed_at":"2026-08-07T05:37:02.602443Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.602443Z"},"links":{"cited_paper":"/paper/2310.04959","citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:4f84b45e33a00ec592482c63736bb6f98782b128849383b9b344c7657ede1341","observation_id":"6273760b-c85a-4d8c-b92f-ffb332b5e6cc","resolution":{"observed_at":"2026-08-07T05:37:02.602443Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2302.00923","last_updated":"2024-05-20T06:43:48Z","snapshot_observed_at":"2026-07-06T14:47:34.480641Z","submitted_at":"2023-02-02T07:51:19Z","title":"Multimodal Chain-of-Thought Reasoning in Language Models","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.00923","snapshot_observed_at":"2026-08-07T05:37:02.608167Z","title":"Zhang, A","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.608167Z"},"links":{"cited_paper":"/paper/2302.00923","citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:3e2ad2d55727a9204a9a5b20ee103910429f3125ae6de818b8aedddeba785446","observation_id":"6c408dae-9419-45a2-9711-7791ca903d3b","resolution":{"observed_at":"2026-08-07T05:37:02.608167Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.03752","last_updated":"2024-12-23T17:57:29Z","snapshot_observed_at":"2026-08-04T07:16:36.104421Z","submitted_at":"2024-09-05T17:59:12Z","title":"Attention Heads of Large Language Models: A Survey","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.03752","snapshot_observed_at":"2026-08-07T05:37:02.613759Z","title":"Zheng, Y","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T05:37:02.613759Z"},"links":{"cited_paper":"/paper/2409.03752","citing_paper":"/paper/2506.07501"},"observation_digest":"sha256:04e20d983f40f82613419a4a3acaa12f6446b6b4827aa2738ade786aed40d6a2","observation_id":"ad525324-7368-4320-88d3-8cf0704dd80f","resolution":{"observed_at":"2026-08-07T05:37:02.613759Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2506.07501","last_updated":"2025-06-09T07:26:47Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-07T05:29:44.483494Z","submitted_at":"2025-06-09T07:26:47Z","title":"Graph-of-Causal Evolution: Challenging Chain-of-Model for Reasoning"},"reference_resolution":{"displayed":40,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":25,"verified_exact":3,"verified_fuzzy":12},"total_outbound_references":40},"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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2506.07501."}