{"as_of":"2026-08-19T03:37:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:4386cbbd6a36396d76e383a40a8372d0f036762f30a6a45cef6f7657d5211cbe","coverage":[{"denominator":45,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":45,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-30T10:33:05.421880Z","state":"measured"},{"denominator":45,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":45,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-18T06:34:40.430872+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/2607.23854/citation-record","integrity":"/paper/2607.23854/integrity","json":"/paper/2607.23854/citation-record.json","paper":"/paper/2607.23854"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-30T10:33:01.410141Z","title":"The Journal of Problem Solving3(2), 2 (2011)","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:01.410141Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:16e0be8a1c2cb41b5819a5177c272402a5e8b3e6544e4152ee4780ff20fb0269","observation_id":"4c1caa6a-500e-44d0-8666-4171e217f06f","resolution":{"observed_at":"2026-07-30T10:33:01.410141Z","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":"2026-07-30T10:33:01.529132Z","title":"Perception & Psychophysics58(4), 527–539 (1996)","venue":null,"work_id":null,"year":1996},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:01.529132Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:e925765fd294f7b8de7d6fbb2d7140b6ffcef2224bf3ab197294f12e75544495","observation_id":"ebbe522a-be2d-483c-b82c-f806166c068d","resolution":{"observed_at":"2026-07-30T10:33:01.529132Z","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":"2026-07-30T10:33:01.649832Z","title":null,"venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:01.649832Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:0a90f56772c052833266bfdf6b1c20d1c0a42b5cd9ed431ee7ac31c4f21687bc","observation_id":"4487c36f-a6f4-4b6c-80cb-d815f2539d1e","resolution":{"observed_at":"2026-07-30T10:33:01.649832Z","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":"2026-07-30T10:33:01.746863Z","title":"Cognitive Systems Research52, 387–399 (2018)","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:01.746863Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:bdfd4227fc21875dc0a2a5a7dfc47f5125377be12a54c55119a4255ee1db866d","observation_id":"5617f240-68d9-495f-88fd-e3f3aca0e07c","resolution":{"observed_at":"2026-07-30T10:33:01.746863Z","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":"2026-07-30T10:33:01.859001Z","title":"D4Illustration of the geometric properties of human-generated tours from representative TSP instances","venue":null,"work_id":null,"year":1999},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:01.859001Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:a9dab0889745dbaceb24a19b541118dcb26bea910a724ee2fa5072342db3bdee","observation_id":"0c3521ca-eb6f-4026-9ee8-3cf3869ecaa8","resolution":{"observed_at":"2026-07-30T10:33:01.859001Z","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":"2026-07-30T10:33:01.967690Z","title":"The Journal of Problem Solving1(1), 4 (2006)","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:01.967690Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:3ffb7c0fbd98f899181a34861fb67973c8557226a3567a5c269ccf2f5c7c2335","observation_id":"10cde56b-d794-416c-88d8-886c0beeb768","resolution":{"observed_at":"2026-07-30T10:33:01.967690Z","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":"2026-07-30T10:33:02.066398Z","title":"Princeton University Press, ??? (2006)","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:02.066398Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:631e9c0adef597212563bb5626090b58bde8a87e71decdb32eadc95e0d481ff8","observation_id":"3a407819-8b9a-422c-8343-217a3c898078","resolution":{"observed_at":"2026-07-30T10:33:02.066398Z","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":"2026-07-30T10:33:02.181084Z","title":"Operations Research28(3-part-ii), 694–711 (1980)","venue":null,"work_id":null,"year":1980},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:02.181084Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:6e02734b9d8a340ebe9c0062f92afe80d7da5fc4409a73a50963665f85221280","observation_id":"4e777dc6-2761-4a76-be05-f79e8a3a1fa8","resolution":{"observed_at":"2026-07-30T10:33:02.181084Z","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":"2026-07-30T10:33:02.351159Z","title":"Management Science23(11), 1208–1223 (1977)","venue":null,"work_id":null,"year":1977},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:02.351159Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:ec7de6d95e282b57268d486c818932126e582a79f669999b3606d8e1dfe55a65","observation_id":"08181c16-661e-4470-937f-d7922f80938f","resolution":{"observed_at":"2026-07-30T10:33:02.351159Z","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":"2026-07-30T10:33:02.508060Z","title":"Nature326(6114), 689–691 (1987)","venue":null,"work_id":null,"year":1987},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:02.508060Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:9d0f1e357f491e997312baf4895fc35ccf4b9b2ac27d723d81789a6b97b8c0aa","observation_id":"bfb754ae-96ca-4816-8484-3f1011b88adc","resolution":{"observed_at":"2026-07-30T10:33:02.508060Z","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":"2026-07-30T10:33:02.609707Z","title":"Neural computation1(2), 270–280 (1989)","venue":null,"work_id":null,"year":1989},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:02.609707Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:108bec6389cfbafcc6e2bb9e5b8cbcfe4cbdd1bfc671ab4c2aa2dd7268a6d1dc","observation_id":"754fe594-27e1-406c-8888-395e6509e031","resolution":{"observed_at":"2026-07-30T10:33:02.609707Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1707.06347","last_updated":"2017-08-28T09:20:06Z","snapshot_observed_at":"2026-08-15T20:26:32.102285Z","submitted_at":"2017-07-20T02:32:33Z","title":"Proximal Policy Optimization Algorithms","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1707.06347","snapshot_observed_at":"2026-07-30T10:33:02.763752Z","title":"arXiv preprint arXiv:1707.06347 (2017)","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:02.763752Z"},"links":{"cited_paper":"/paper/1707.06347","citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:042735a22f8c9df021fa0443a3aac83facc6cf188ac06f0a57693d7ab3a71c35","observation_id":"adb49484-f6fb-48fa-9d0d-0baeb04032d2","resolution":{"observed_at":"2026-07-30T10:33:02.763752Z","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":"2026-07-30T10:33:02.823337Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:02.823337Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:a11dcedbd805849a8dff6bbc9b81add6bf9e247bd6f220a2b61f0c5c74f5f1d8","observation_id":"d0ffe915-8dbb-46ff-85d4-07ff29222e49","resolution":{"observed_at":"2026-07-30T10:33:02.823337Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1611.09940","last_updated":"2017-01-12T23:55:36Z","snapshot_observed_at":"2026-08-16T19:20:55.454699Z","submitted_at":"2016-11-29T23:22:39Z","title":"Neural Combinatorial Optimization with Reinforcement Learning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1611.09940","snapshot_observed_at":"2026-07-30T10:33:02.913261Z","title":"arXiv preprint arXiv:1611.09940 (2016)","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:02.913261Z"},"links":{"cited_paper":"/paper/1611.09940","citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:566b0248d94f8191b0f1081fcea19f8e81c9b1689ff3896c9b98ab1e19f677b5","observation_id":"7c6ff46a-7b6e-423a-9174-699085c6effa","resolution":{"observed_at":"2026-07-30T10:33:02.913261Z","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":"2026-07-30T10:33:03.031244Z","title":"In: Proceedings of the Fourteenth International ConferenceonArtificialIntelligenceAndStatistics,pp.627–635.JMLRWorkshopand Conference Proceedings, ??? (2011)","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:03.031244Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:74d18f6202473e28cbf6abf26c865c233130b09a62d95125c5a1a44aa0eb2c5c","observation_id":"c8007f01-10f0-4465-8241-4050429164ea","resolution":{"observed_at":"2026-07-30T10:33:03.031244Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1912.01557","last_updated":"2020-10-16T05:51:08Z","snapshot_observed_at":"2026-08-18T13:29:52.858524Z","submitted_at":"2019-12-02T11:01:32Z","title":"Policy Optimization Reinforcement Learning with Entropy Regularization","version":3},"cited_work":{"arxiv_id":"1912.01557","doi":"10.48550/arxiv.1912.01557","metadata_source":"pith","pith_arxiv_id":"1912.01557","snapshot_observed_at":"2026-08-05T02:49:54.815029Z","title":"Policy Optimization Reinforcement Learning with Entropy Regularization","venue":"cs.LG","work_id":"ce28d688-be18-4b3f-8320-2433aae49eb5","year":2019},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:03.092752Z"},"links":{"cited_paper":"/paper/1912.01557","citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:72d6d0359d7d6e0a189dd525f3fc6956b416681b72d597bf59759ac74138da6b","observation_id":"31a1e293-b602-4bfc-9527-9c6520f73f05","resolution":{"observed_at":"2026-07-30T10:36:10.054118Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-07-30T10:33:03.201527Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:03.201527Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:586adb88cedd0e437ee34fa12c35566c6f105cc868cc9ccf973c8b5c58bffb2a","observation_id":"d99e9587-2bd7-4a85-b328-c8a96bd6a878","resolution":{"observed_at":"2026-07-30T10:33:03.201527Z","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":"2026-07-30T10:33:03.290088Z","title":"In: Advances in Neural Information Processing Systems, vol","venue":null,"work_id":null,"year":1999},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:03.290088Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:eb44eb97794fd8be5488a7d155488c88ae0f2ab8da2ccf6689ac7bd1da3cf8e3","observation_id":"ae064fb9-dd53-4121-9b43-34a235eb0864","resolution":{"observed_at":"2026-07-30T10:33:03.290088Z","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":"2026-07-30T10:33:03.348521Z","title":"In: International Conference on Learning Representations, vol","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:03.348521Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:0079453b9e81fa1adb784c57f462575711f40f1afe9f7f3a8c7e56183f1a7b68","observation_id":"ca6c4e7a-695f-4ecb-b2cd-3bd15236aa94","resolution":{"observed_at":"2026-07-30T10:33:03.348521Z","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":"10.1038/nature16961.accessed2026-06-28","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-30T10:36:09.741911Z","title":null,"venue":null,"work_id":"f4ec2bc7-a408-49d7-a575-be8c1c900a91","year":2016},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:03.413697Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:1eacaddeef11e09b6a7674a6f0c5a1677d8d0cb33b6f6ce1d64d5d63a5f37b8f","observation_id":"6c0aedf1-f55b-427e-a885-1c3b4701dbcd","resolution":{"observed_at":"2026-07-30T10:36:09.822293Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-07-30T10:33:03.538186Z","title":"Advances in Neural Information Processing Systems33, 1877–1901 (2020)","venue":null,"work_id":null,"year":1901},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:03.538186Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:05259169a0bb76a5621dd22f7e23ba45115613949e3b16c68ad77fe2e248c0c0","observation_id":"ec9ab655-3008-408e-8eaf-ccc575817490","resolution":{"observed_at":"2026-07-30T10:33:03.538186Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2604.23747","last_updated":"2026-04-26T14:53:48Z","snapshot_observed_at":"2026-08-15T12:19:15.764439Z","submitted_at":"2026-04-26T14:53:48Z","title":"SFT-then-RL Outperforms Mixed-Policy Methods for LLM Reasoning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2604.23747","snapshot_observed_at":"2026-07-30T10:33:03.629418Z","title":"arXiv preprint arXiv:2604.23747 (2026)","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:03.629418Z"},"links":{"cited_paper":"/paper/2604.23747","citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:4c84fc477dbc62bd8af8086ffd09890d2fc9ca7b7ea528fb8d1f195a02749758","observation_id":"0898b333-badf-46dd-b398-3a66e2a4f23e","resolution":{"observed_at":"2026-07-30T10:33:03.629418Z","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":"2026-07-30T10:33:03.690067Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:03.690067Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:952d0a57d5782c76bfd61d553c28ad8e88e3e97f9670694294951626a1263d8b","observation_id":"ea548a9b-5e58-49e7-b9c4-cf6a2631d946","resolution":{"observed_at":"2026-07-30T10:33:03.690067Z","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":"2026-07-30T10:33:03.793336Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:03.793336Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:388b241aedf5536c3ec748aa91ae557e596a08d2410d3e88212eeb3cb3c5ad91","observation_id":"c09230bf-411d-46e0-a63e-278268d83062","resolution":{"observed_at":"2026-07-30T10:33:03.793336Z","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":"2026-07-30T10:33:03.857531Z","title":"Nature623(7985), 115–121 (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:03.857531Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:2dd1707f41d0bc0a71b993047ee8cbf8893a0ee08e2d0c10f08d22b1b2739e4e","observation_id":"08e0e6c7-6efa-42d2-a4be-b9e5db5c8c0b","resolution":{"observed_at":"2026-07-30T10:33:03.857531Z","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":"2026-07-30T10:33:03.914385Z","title":"Current Opinion in Behavioral Sciences29, 24–30 (2019)","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:03.914385Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:e9c1af8a82dfffe9ff7ccd6e6760b103735880553d38644c6a91e37e15388a58","observation_id":"f65f9951-5efe-4adb-8408-7acd465558ec","resolution":{"observed_at":"2026-07-30T10:33:03.914385Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2510.14901","last_updated":"2025-10-16T17:18:11Z","snapshot_observed_at":"2026-08-17T01:33:28.883972Z","submitted_at":"2025-10-16T17:18:11Z","title":"Reasoning with Sampling: Your Base Model is Smarter Than You Think","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2510.14901","snapshot_observed_at":"2026-07-30T10:33:04.019801Z","title":"arXiv preprint arXiv:2510.14901 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:04.019801Z"},"links":{"cited_paper":"/paper/2510.14901","citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:be22556abbc8676366732497ddb0cf2ba8dc9ca57078a75e4cd4fc0c9035394c","observation_id":"f370bfbc-5bc7-40a8-a761-4c00cc02331c","resolution":{"observed_at":"2026-07-30T10:33:04.019801Z","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":"2026-07-30T10:33:04.127755Z","title":"arXiv preprint arXiv:2601.12269 (2026)","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:04.127755Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:b37fe370779d7ff4167c4b012ca17f9f4b85bdd8340c4bd8ad37338f354f443e","observation_id":"17e965f3-999b-4a98-97eb-67a3ebed7edb","resolution":{"observed_at":"2026-07-30T10:33:04.127755Z","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":"2026-07-30T10:33:04.199373Z","title":"Psychological Review131(2), 456 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:04.199373Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:9af0c180127e90dd4ca19e76bd298745d0fd40bb7d9f8ffdbd6aa7d07a485d02","observation_id":"a4dbd819-e65e-4ab2-b6e8-6bd16f23b5b8","resolution":{"observed_at":"2026-07-30T10:33:04.199373Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.03314","last_updated":"2024-08-06T17:35:05Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-08-06T17:35:05Z","title":"Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.03314","snapshot_observed_at":"2026-07-30T10:33:04.284591Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:04.284591Z"},"links":{"cited_paper":"/paper/2408.03314","citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:fec89b88bfdffef04153ec09e8047bccab9e5218006f8df4e17e27378e7fa519","observation_id":"b922a168-b7d5-47f0-aecb-966b324c287c","resolution":{"observed_at":"2026-07-30T10:33:04.284591Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2201.11903","last_updated":"2023-01-10T23:07:57Z","snapshot_observed_at":"2026-08-13T07:04:41.220509Z","submitted_at":"2022-01-28T02:33:07Z","title":"Chain-of-Thought Prompting Elicits Reasoning in Large Language Models","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2201.11903","snapshot_observed_at":"2026-07-30T10:33:04.352213Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:04.352213Z"},"links":{"cited_paper":"/paper/2201.11903","citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:45ea081e7c564fa759d64aaf889364692e7744c304bececf76db81d07dc3514b","observation_id":"1b8791be-a8c8-40f1-911f-369c78aa4376","resolution":{"observed_at":"2026-07-30T10:33:04.352213Z","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":"2026-07-30T10:33:04.451893Z","title":"Review of General Psychology 30(1), 104–129 (2026)","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:04.451893Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:967c4bbc25a8062c9d2f781fb711f38e2db20a5f03a6d791bec7a9aed99496e7","observation_id":"fadbb7b7-d5cd-4a28-91e3-60af5a8ed0e0","resolution":{"observed_at":"2026-07-30T10:33:04.451893Z","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":"2026-07-30T10:33:04.531510Z","title":null,"venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:04.531510Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:fb0c12d25c6c4e9ac577fb3fb2d05a3f8bc1f0e99dba8666b2dd6f3ed6562e47","observation_id":"66de17df-33f3-44c6-a03f-18a635c67704","resolution":{"observed_at":"2026-07-30T10:33:04.531510Z","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":"2026-07-30T10:33:04.594809Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:04.594809Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:e796d4a4e6b007ab2ee4fd4462747c5594ab2690969b00c0b5b1ec232df2bb94","observation_id":"6ec2a273-fa8f-4488-abaa-4f5883d9a99b","resolution":{"observed_at":"2026-07-30T10:33:04.594809Z","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":"2026-07-30T10:33:04.633779Z","title":"Proceedings of the National Academy of Sciences117(16), 8825–8835 (2020)","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:04.633779Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:26a3627cdeaf0bc2e5438c66c12636782381f469a8c8ad5aa5f46510adcdba71","observation_id":"7406ba5a-68b1-4bc5-8733-26880fe5c881","resolution":{"observed_at":"2026-07-30T10:33:04.633779Z","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":"2026-07-30T10:33:04.688253Z","title":"Science372(6547), 1209–1214 (2021)","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:04.688253Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:1ef90c535387bcfe828ea0199ef6538f6784eaeac8126dd13080c56bd205a4fa","observation_id":"74771368-b1c8-4334-983a-00e432abe0bc","resolution":{"observed_at":"2026-07-30T10:33:04.688253Z","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":"2026-07-30T10:33:04.759126Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:04.759126Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:aa433d5773917b91c7f5009be6d92b41a3d87e9a1c7d69935c433194ac114461","observation_id":"bb42a631-8d4a-4b3a-aaf1-37df144c5032","resolution":{"observed_at":"2026-07-30T10:33:04.759126Z","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":"2026-07-30T10:33:04.845020Z","title":"Nature Human Behaviour7(5), 729–739 (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:04.845020Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:3f2850dc869a17558c7abc3835dcb1b349e4e63e43fc2009f45e4a684c5b0c0f","observation_id":"9ba4d7f8-d201-43ea-9a00-579ad50b274b","resolution":{"observed_at":"2026-07-30T10:33:04.845020Z","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":"2026-07-30T10:33:04.910389Z","title":"Nature Communications16(1), 1383 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:04.910389Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:719e5a766b31dc86e74eb8b858137f3843e3c925cee84c80c679a9e4110c45b9","observation_id":"ba29206e-a173-486e-88dd-f6584d9856fa","resolution":{"observed_at":"2026-07-30T10:33:04.910389Z","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":"2026-07-30T10:33:04.967794Z","title":"Advances in Neural Information Processing Systems27(2014)","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:04.967794Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:31e3d2b082d1a7267786756a12b1f3130806ce7094009c20a9a96beefdca3a94","observation_id":"a6c6cd19-1154-4324-ac3b-f24c3aee750a","resolution":{"observed_at":"2026-07-30T10:33:04.967794Z","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":"2026-07-30T10:33:05.035685Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:05.035685Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:488b6cd123460ac3e3e3684f550a7da3670b6e2bfa1510f257384800e0035b60","observation_id":"80222865-3e62-4421-9b7d-837292a3139f","resolution":{"observed_at":"2026-07-30T10:33:05.035685Z","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":"2026-07-30T10:33:05.122656Z","title":"Neural Computation9(8), 1735–1780 (1997)","venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:05.122656Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:c2b64ff42ea2aeeeb8038b67f5eaed77eb72ea382b8673a09fc7a0276d1ef586","observation_id":"3b7a7625-2e1b-47de-8cce-1300c89de752","resolution":{"observed_at":"2026-07-30T10:33:05.122656Z","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":"2026-07-30T10:33:05.216228Z","title":"International Conference on Learning Representations (2015)","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:05.216228Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:642b76d2054f7ffa0358fad43a9f1ba253693b6aff701f72bebbba18149698fe","observation_id":"aa6bc2cf-4f7c-46c6-a5ce-471a2ce533af","resolution":{"observed_at":"2026-07-30T10:33:05.216228Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1412.6980","last_updated":"2017-01-30T01:27:54Z","snapshot_observed_at":"2026-08-17T19:26:44.032537Z","submitted_at":"2014-12-22T13:54:29Z","title":"Adam: A Method for Stochastic Optimization","version":9},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1412.6980","snapshot_observed_at":"2026-07-30T10:33:05.330576Z","title":"arXiv preprint arXiv:1412.6980 (2014)","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:05.330576Z"},"links":{"cited_paper":"/paper/1412.6980","citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:f01b9f15aaada404cac19cd9b62a8560e76824924661ad73857ff4f988e89924","observation_id":"396a6e3a-717f-4a2c-bb7b-dfd8ad41bf86","resolution":{"observed_at":"2026-07-30T10:33:05.330576Z","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":"2026-07-30T10:33:05.421880Z","title":"Nature550(7676), 354–359 (2017) 31","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-07-30T10:33:05.421880Z"},"links":{"citing_paper":"/paper/2607.23854"},"observation_digest":"sha256:e7f081a0fef1fd001ece2c144ac8d3455834857efb6e70bd0d0de38f7246a788","observation_id":"fc73f7fa-45c4-47d6-b0af-6b2ffeccd215","resolution":{"observed_at":"2026-07-30T10:33:05.421880Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.23854","last_updated":"2026-07-26T21:44:08Z","latest_version":1,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-17T15:00:54.899723Z","submitted_at":"2026-07-26T21:44:08Z","title":"Understanding Human-like Solutions in Combinatorial Optimization via Learning and Search"},"reference_resolution":{"displayed":45,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":43,"verified_exact":2,"verified_fuzzy":0},"total_outbound_references":45},"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":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"thesis":"As of 19 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.23854."}