{"as_of":"2026-08-07T01:03:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:016e82fc0b0ab50bdc865a3d0cc29fb151efbb201853d2473c0e79362f6896aa","coverage":[{"denominator":168,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":100,"source":"paper_references, paper_reference_links","source_observed_at":"2026-06-27T22:54:28.452796Z","state":"measured"},{"denominator":101,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":101,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-06T06:34:29.942622+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-06-26T21:17:29.543901Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-07-04T00:19:13.493003Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"cited_work":{"arxiv_id":"2606.06924","doi":null,"metadata_source":"pith","pith_arxiv_id":"2606.06924","snapshot_observed_at":"2026-07-04T00:19:13.493003Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","venue":"cs.LG","work_id":"bc88ccdc-b522-4457-a5f9-2aa8ede2fbc7","year":2026},"citing_paper":{"arxiv_id":"2606.18774","last_updated":"2026-06-19T09:33:33Z","snapshot_observed_at":"2026-08-06T18:36:21.111914Z","submitted_at":"2026-06-17T07:35:10Z","title":"RouteJudge: An Open Platform for Reproducible and Preference-Aware LLM Routing","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-06-26T21:17:29.543901Z"},"links":{"cited_paper":"/paper/2606.06924","citing_paper":"/paper/2606.18774"},"observation_digest":"sha256:1576df5c3950ca8709b38155f649d16551ee83661d7f8ec1ebdf5f43e167d3be","observation_id":"c792f275-7e57-4627-bb40-2fe87fe02fe3","resolution":{"observed_at":"2026-07-04T00:19:13.494928Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2606.06924/citation-record","integrity":"/paper/2606.06924/integrity","json":"/paper/2606.06924/citation-record.json","paper":"/paper/2606.06924"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"8913.118891","doi":"10.1145/1188913.1188915","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Abril and Robert Plant","venue":"Communications of the ACM","work_id":"288e32b0-ff7e-4036-8340-8e39e290d6fc","year":2007},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:8f2c5a3f8bc6b29c348400e9bc4c57f28b3ef46e66609d8de71140e42b2010b2","observation_id":"54e2302a-e612-46d3-8328-5487afc7161f","resolution":{"observed_at":"2026-06-27T23:01:22.147017Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:47.422621+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:47.422621+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"9092.121909","doi":"10.1145/1219092.1219093","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Deciding equivalances among conjunctive aggregate queries","venue":"Journal of the ACM","work_id":"d71462fa-fb30-40aa-a394-bc36f1e31240","year":2007},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:dfe9404eed090de182a17f034697f2ecd20e370c83b6c4c1f81c7007eaa8617c","observation_id":"11c03ffe-e595-4316-9540-1d9e1aa5e558","resolution":{"observed_at":"2026-06-27T23:01:22.148974Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:47.940549+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:47.940549+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2602.03478","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-04T00:19:13.496133Z","title":"When routing collapses: On the degenerate convergence of llm routers.arXiv preprint arXiv:2602.03478,","venue":null,"work_id":"776df114-a3da-4b01-95b7-bd91deffb9d2","year":2026},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:17482e8ea34325ae205650363218b34b84b04d513e2cbf381c9bfc3afd58ae93","observation_id":"961a351c-0d11-4567-b9c2-e98587ce3596","resolution":{"observed_at":"2026-07-02T16:17:08.745945Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":1996},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:93660570f60ddd4f580343fb7623ae70437e084e5435e8e0b9a0d5adfbcbf9d2","observation_id":"1bbe2680-1d02-41ba-b46a-92ba1dfb5851","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Understanding Policy-Based Networking","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:339d72a9998a27a17be697042de4c30e1453d832548e93c7078669479a34650c","observation_id":"da0227b1-0346-4c7b-8a7c-e9370f1096c5","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"10.1007/3-540-09237-4","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T02:24:27.799782Z","title":"doi:10.1007/3-540-09237-4","venue":"Lecture Notes in Computer Science","work_id":"d8ed6381-22ac-4b2e-9bb2-a87be605a09a","year":2008},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:bcfd67ae5b80e165755fcc4647f4eb358356c4410e80fb45eb2bc743b4a16e54","observation_id":"dabe32a5-4637-4c1c-ba4b-d44772b00063","resolution":{"observed_at":"2026-06-27T23:01:22.148807Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:48.297231+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:48.297231+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"0417.90738","doi":"10.1145/90417.90738","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Spector , year = 1990, booktitle =","venue":null,"work_id":"28231d67-6070-4556-9233-79e379224811","year":1990},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:ad5f12562986c7e20a2c96492daf131b7ce17e1a5fbdedb16c9f8ccca2d5230b","observation_id":"0bfcb6f6-1625-41fe-9934-0f497685e690","resolution":{"observed_at":"2026-06-27T23:01:22.157253Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:48.657706+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:48.657706+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/3-540-65193-4_29","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T02:24:27.848204Z","title":"Douglass and David Harel and Mark B","venue":"Lecture Notes in Computer Science","work_id":"f1474fbd-537a-40cf-b5ff-a8444c73ebf5","year":1998},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:b3af7880eb3354902d7db8891cabbd2d507026d84a4ff22fe04a8cf2b4371ec5","observation_id":"4b46547a-96d2-46a9-bb7c-4fa9aff4f6e1","resolution":{"observed_at":"2026-06-27T23:01:22.151487Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:49.030161+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:49.030161+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:411a70e8c928d4fee46885c33d21f00db236540d54647d5d2a1c49b86c5a61d3","observation_id":"2ac99d7c-ea96-432b-9f12-08b7953149ea","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:98b1414de11bd3692e7a7733ab540a95b7fc60a37cca958526472d066d3d2fa5","observation_id":"31e748b7-9a1a-4de5-804a-80b72410dc33","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Structured Variational Inference Procedures and their Realizations (as incol)","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:36ca9732f88d1807410f8efa1d69bc9c7c967909b2304bef93a48a72bf0de86d","observation_id":"0aa5261c-f162-440a-aa26-34f024522358","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:b200d970ed709dfe55261fb017c9336a7202b98b232db2a17fe84d9633f8f34c","observation_id":"7df3a82b-4d1c-47a0-a466-f4817c454921","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Catch me, if you can: Evading network signatures with web-based polymorphic worms","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:1ed2c5755fe8e52d49f131b2d8263701bf0bd927aa28fb4da598c82db8c5f26f","observation_id":"27aba5e6-b4f6-49ee-8926-130e0fa93e2f","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"7752.567774","doi":"10.1145/567752.567774","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Predicate Path expressions","venue":null,"work_id":"cad88f23-e6d0-4879-9597-3bd2b3b09dcf","year":1979},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:435ef24b639957b56852475608fe9930d66d5646eaa3d71ba305252e167d4df6","observation_id":"3c0df122-1125-489a-bb61-1e03531dcfaf","resolution":{"observed_at":"2026-06-27T23:01:22.154579Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:49.396417+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:49.396417+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":"LOGICS of Programs: AXIOMATICS and DESCRIPTIVE POWER","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:d459a98f5b1699ffea3a52dedaf0c8390f88f3332bb7cc9a11efd139c166b722","observation_id":"be3e5623-9127-430c-94c4-03927a872ba6","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Anisi , title =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:80a3f75c03f91849a9858e667de28a36ac4d5159f77b85012a7a617311d7b3ed","observation_id":"6a1b5e9d-8c28-47f5-8f16-ebb087c1535f","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","resolver_source":null,"status":"parse_uncertain"},"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":"2026-06-27T22:54:28.452796Z","title":"Clarkson","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:26df5a6b174364f72b4ae373d12b509249a65d3b3b6450bc76ece8f190557c01","observation_id":"05144e1b-6d04-419f-9f97-a1b1cce3a6d8","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Introduction to Bayesian Statistics","venue":null,"work_id":null,"year":2001},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:009cfa71e8a54965e9e106a5c9f7df2a90e90ce5e7fd28fa3f4b2ca88ffb114b","observation_id":"917cb281-5a67-4602-9329-bf3cbed8557a","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"CLIFFORD: a Maple 11 Package for Clifford Algebra Computations, version 11","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:6fad996ad1085f22b4814f77718bccd334ee657207c2ef7608d0a6a814532477","observation_id":"1435dbe2-1e0a-45f2-9a04-86c578222ea5","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Stats and Analysis","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:0a025e29ce2a638b20723700d723b9ee15d8d6a382cb0bb240088eb3f8cf6f70","observation_id":"e52e2fbe-ca35-48b4-a31b-fdc4371efc17","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"A more perfect union","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:9de0e5bead22df65a4ab2f15022e738fe197ea6e562d47d749c075764625cf96","observation_id":"4eb26e01-b819-4eb7-bd28-664d2f3d04d8","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"The fountain of youth","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:d829579e682170c8a55dafd6ef312ee2c2e3581453eca09c29f6b69ffe937177","observation_id":"8f432e1d-b130-4798-b687-00b62355cc5e","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Solder man","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:487d970624be349bd6763d41c032e41e4f6c5e8478c76a9d164a2a33173ce660","observation_id":"75b182c8-16a7-47ae-89a4-6ed0accfee42","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"7270.105727","doi":"10.1145/1057270.1057278","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Interview with Bill Kinder: January 13","venue":"Computers in entertainment","work_id":"215ef16b-01c4-46d6-ad03-639bd92d0439","year":2005},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:e82a2e7286275b88584937e6ed7dcc58eb6e49265109a3a0df1657d2621cc876","observation_id":"72891304-6dcc-47d9-871c-868e7358c8cc","resolution":{"observed_at":"2026-06-27T23:01:22.139007Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:49.762952+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:49.762952+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":"The Enabling of Digital Libraries","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:2ac0296e7034981f25b45bed3a30a0796f4af8ee49055b2b1b4f31472da12d27","observation_id":"a1fddf99-60b7-4104-ac24-ac00d3f5fc67","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"1827.384253","doi":"10.1145/351827.384253","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"(new) Finding minimum congestion spanning trees , journal =","venue":"ACM Journal of Experimental Algorithmics","work_id":"9c75b0d2-2cf4-4a05-b38c-911375e49c5f","year":2000},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:ae8461104e7added1bfd014fccbbea20eab9edc0edc147d5325897f6ac0b1d28","observation_id":"35021394-2fe2-4ba7-b194-e18ad070b73d","resolution":{"observed_at":"2026-06-27T23:01:22.131146Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:50.128163+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:50.128163+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.inffus.2009.01.002","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T02:24:27.818832Z","title":"and Mei, Alessandro , title =","venue":"Information Fusion","work_id":"81ff2746-2ef7-4fb9-b489-ff6362f3db87","year":2009},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:22adfca895ac3339d44c457b6600a28e2a0607b848ff10451904e916bac1d2b2","observation_id":"b36f26ba-4c55-4b5b-a7bb-761ef1f8e99c","resolution":{"observed_at":"2026-06-27T23:01:22.136039Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:50.619237+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:50.619237+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"8628.135894","doi":"10.1145/1358628.1358946","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"and Hutchful, David K","venue":null,"work_id":"99d307d3-30fa-4586-a886-f6fab7bab2b2","year":2008},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:12be559936c316e717056bc3b92c2c5b75d9b1e25612aa390abd6e0288322201","observation_id":"a0106040-9d65-4e7c-b367-fbb0583c1d1f","resolution":{"observed_at":"2026-06-27T23:01:22.128177Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:51.334585+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:51.334585+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":", title =","venue":null,"work_id":null,"year":1999},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:90f09ba4273a102432bfcf33613b4e490c160b53775b579fc93eaf52188e9b92","observation_id":"2e179eda-2e40-4175-8610-ce1acb2c7327","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":1999},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:9ea346b5e5f3a4e0a7d3e28316e599a0eb001f08b43f58fb8483ad30276bf081","observation_id":"e78f8760-7417-44b1-88e6-6cf505837698","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"and Rosenberg, Arnold L","venue":null,"work_id":null,"year":1987},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:6743601b4d39ab92af3615a818f06a4d0063e1c7a27a7b310d27ba18dfbdc43a","observation_id":"89adac85-9fd3-4fc3-9a1b-31a58c27305b","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"CHI '08: CHI '08 extended abstracts on Human factors in computing systems , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:18a6356654d714e30b2a1d7bbcb730cbaa3e17b3bd07ddd0773d113ad229e500","observation_id":"a0a7c6c1-201a-4e07-82b4-b1fcc6f52c36","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Algorithms for Closest-Point Problems (Computational Geometry) , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:0bff0795c37a7a1dff8accda856081892a5add4bd811a6cb126d742d3c3b62c7","observation_id":"0b85d09f-6c8e-4f0d-825a-6d3b00b8c004","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:4f0204424c8fe7e8648c5374370fc9778fd6b8d5933e8ac76804828eab442d6d","observation_id":"1c76917c-73dc-49a6-ad8e-74453d927970","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"10.1109/icws.2004.64","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T02:24:27.760632Z","title":"2004 , isbn =","venue":null,"work_id":"c4c81856-c680-4250-872c-b3b51398f606","year":2004},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:8d2a617a5bccc90135db9c82fb55a29295f3e0ae5a1ce9cc8a7b8d01986f03a3","observation_id":"f9fcf34b-a618-4d1c-b672-56efb0820619","resolution":{"observed_at":"2026-06-27T23:01:22.140849Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:51.939102+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:51.939102+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:4e1e97296fc6023c3c9c81b1db74fb9d933f8c5fea2130c23857269580aee0ca","observation_id":"dda16e5a-1814-4b99-8257-c658fd5cf575","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":", title =","venue":null,"work_id":null,"year":1986},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:088b9b103acd64c84668622c429b296b1fe274f0e6ee12c5095ada39fd8ab156","observation_id":"3f75a869-6f0a-4bbb-9eec-df1a56beed8d","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":1981},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:56b9d5b8de4021596707c8b3c6cf9485e03a5132a08ad68a2613cfde419c15ba","observation_id":"98caf1ea-c384-43be-b0ed-abf7a8331c79","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"E-commerce and cultural values , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:06d1b0aee899a265bee007aca74f69b321e855be4b24ceeeeb9bab7ee7cf9e0f","observation_id":"ce8ae7ae-10f9-45e2-9591-df4f6ba7f739","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"E-commerce and cultural values , year =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:3a5f5666f7d1aed4c9c8c3f6639f030a06765a557948fc1157184dd8129e1254","observation_id":"0fe9cbba-c638-4792-9cfd-69f2363965b8","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Chapter 9 , booktitle =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:3481483b5b24679fada963a863445b07234baecbf7d8a94a94c2f02a2e103e41","observation_id":"43199f77-019b-496d-af55-6fca4cc4d967","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"E-commerce and cultural values , editor =","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:b84c8dbb218a9ddaa7934008d9d39c63ff103b185129d9afc511afe8e902ce19","observation_id":"e621de9d-9de6-4fd9-9be7-bfd302ce9f09","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"E-commerce and cultural values - (InBook-num-in-chap) , chapter =","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:d552dfa4b97334418931ea4521d442650cab5d731daa118a4310c08dad406b6a","observation_id":"f8b9422e-39fb-4fb1-889b-5b0204aaaf2d","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"E-commerce and cultural values (Inbook-text-in-chap) , chapter =","venue":null,"work_id":null,"year":2005},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:fb8fd50a981f24d4d1e65a745324b6641b9b5bbc1ad6bb111cb9a525fa52787f","observation_id":"3c1879cb-8a3a-4145-ac89-fd9fa8a1f6d8","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"E-commerce and cultural values (Inbook-num chap) , chapter =","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:2b5dae24dfbdf9f33d4d36174968f02c226bc3a3749ac8a985dd9402f29ada22","observation_id":"21df7b33-73ee-433c-a2c5-642f057f3f03","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Microelectron","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:2e2951cf37b4fbc5fb226effb2e46201c2a258a8d0b34808a9b25b3065db65ca","observation_id":"4da12a66-ab63-4139-874e-f019ecbe64f0","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:85aa1e0a3905f8ac94c818892e7a8502776c6e6377b190b0ed389bdb53cd02e4","observation_id":"e34825fa-4659-4ebe-ad4f-475a04ad44f7","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"10.1137/080734467","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-08T02:24:27.804566Z","title":"Kirschmer , author J","venue":"SIAM Journal on Computing","work_id":"6ab62975-742e-41ec-8a67-3942a1d81cd2","year":2010},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":52,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:e094bb9942ac738dcd72f9be3c53568b208105d3cb38614454d000739463ccb9","observation_id":"63bd6e33-0373-4b7c-8b91-f37b1f5d207e","resolution":{"observed_at":"2026-06-27T23:01:22.133321Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:52.379474+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:52.379474+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":1972},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:957aa951f2a30b42ace261f1286811c8f19edb4c6ae5f35f568753a66269d4b5","observation_id":"dfdf7c1c-c245-4f15-988e-913c8f57ff63","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"0025.119834","doi":"10.1145/800025.1198348","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"History of programming languages I (incoll) , editor =","venue":null,"work_id":"20aa609b-0324-48c1-b9eb-bd5ebee8cb07","year":1981},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:3a916b53305b8d094b6670bb1862cc97b5bd9e7a860aa2279af2ec2889ffd1ba","observation_id":"efe74695-73c6-4508-8310-aa5af3a2a568","resolution":{"observed_at":"2026-06-27T23:01:22.134068Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:52.738368+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:52.738368+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":", title =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":55,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:d1c56277012c417d1c7ce059ec4e0403bf4c76461553a90830f99cc25f8938b9","observation_id":"a46f458f-02f7-4f85-abfe-46336b3c568b","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"6022.146089","doi":"10.1145/146022.146089","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"title =","venue":null,"work_id":"1885ac12-1809-41d1-8f2d-88e6f2f30386","year":1992},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":56,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:98482df6196e1a58ec9082111debb6e25f2f5fe1496d4bf9ad38fe47d13a8294","observation_id":"472fde17-8d3f-4698-a055-0a53d711eb58","resolution":{"observed_at":"2026-06-27T23:01:22.120131Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:53.086021+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:53.086021+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":", title =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:b3cb1b4cf90e2894f1bebbf69fd07abb9d2bef096ba6efceb05ddf31cd61451a","observation_id":"070db6c1-afc6-4303-a799-e6758a308898","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"and Golden, Donald G","venue":null,"work_id":null,"year":1990},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":58,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:1a58747075324c8276fdd8cdddc8e6d4fc07de81c4c67aa6856e62ee24b089ed","observation_id":"8e508246-b0d3-4107-9221-ed2bb8257207","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"The analysis of linear partial differential operators","venue":null,"work_id":null,"year":1985},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":59,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:229334b70cf451c03623311912ef6cf3a58c2d3c00e96cf3d6e588e12d7b9dc4","observation_id":"f1b29538-5f7b-4ae4-a504-833d81158c20","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"IEEE\", address =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":60,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:fec830ab4fd17dcf22302d262f94b7c37c970c69a49b86624882c4c21a0de0f3","observation_id":"9a7d1350-186a-411f-8ddf-7447c1a4b3e7","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":61,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:8eddac7d84e558948365252f102f1ac7b865c5908a57ebc4538108d83c295de4","observation_id":"aca09cd9-c8ac-47fa-b190-f4b3452ed9c0","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":62,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:2e749d4854cdc6064340e5a02dcb75ee270d51207c145cebc339c78ac75f711e","observation_id":"04ba42e8-1e7b-45ad-a801-5392312cf584","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"ACM\", address =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":63,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:e83e262cf0ec56a3df67daf937e16f9ec5be42f54fc46a1250fbe4468c0f8c81","observation_id":"fe858219-9d99-4728-883a-7279f4f2397d","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"8 (Special Issue on Sensor Networks)","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":64,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:65cd2e0dfa748cb5d7a482905504974be7d7794030b5bcfb60db2feeb10b5e47","observation_id":"9e1f3940-77a6-4636-a028-a5c752ab5c94","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Natarajan and M","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":65,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:b93520a8d8854cfa06a06053d0e5207c9dc18ee98b7a59373f1b334ad22f2bd0","observation_id":"1e1c0508-6e4d-40c1-a32d-85362a920c7b","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Tzamaloukas and J","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":66,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:1e97f79493d7fd18bfae4217953f4db0b0dd796c190fd8c7c3e9e464ac97defa","observation_id":"66c86af2-9dc3-4b42-a281-1a2d509ddc7b","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Zhou and J","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":67,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:657482663ca21dbebfcec78219631eefced73614669d427cab073ce780b0fede","observation_id":"daaf5099-0f40-4c82-870f-06d2a323cb16","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Mapping Powerlists onto Hypercubes","venue":null,"work_id":null,"year":1994},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":68,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:53c0d788c81f25bca9876814ea5a5a12cbe09765a6281950155adb1b881431a9","observation_id":"7d5df76d-987c-44b3-a2cc-ad400dd32d14","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Automatic Parallelization for Distributed-Memory Multiprocessing Systems","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":69,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:a1347c3927f9bf3c682ed8f6bc154bd1962fba281c06ed12bd05a26fbc802412","observation_id":"dd9de9be-ec0a-4471-ae0f-cf5321880141","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":70,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:8dd70932228eb0085cd89b6da93e7b4b0f63440e9c54f179364db943aa273588","observation_id":"67fabab4-78a2-479b-9e00-acfefd1e06ca","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":71,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:7f40d4b44d13c5921f2c55041ed2cc87a4435867cd426c5dbc3f9950a1033bc8","observation_id":"79104751-d16c-4f00-822d-18afb086a281","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Heering and P","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":72,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:06c7aeb9c51c60fae5dd1f9bae1a5f837d16eaa91c7c8c11b628a2e38b87f2de","observation_id":"7a12f908-8769-41d5-8f35-d972371e1e18","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":73,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:e5f824b32df5737d681d805f05e36887d22e1c2701855711b42e70bfe3b4a14c","observation_id":"6f0f1c91-22ab-459c-9686-9caa7c172774","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"Korach and D","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":74,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:b7c7493a8292a863ee088b0e3e14f917ec92af15d3dbcbadfa22e73353a69277","observation_id":"01a1bd10-a53d-495d-8c5d-7d0307b5302e","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":": A Document Preparation System","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":75,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:9a74fc9e10679815ef27563a330a40903864296951e329532b29fbee53af7a52","observation_id":"deef7e4d-5149-4c19-9ff5-30457bdbdb2b","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":76,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:a3ff06133625e98059bfe4d6fc636d9b54d78b313c5d321744ca8fb39bf7b2d0","observation_id":"d127bf4b-1230-424f-9f25-89fc556ba1e7","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"AAAI , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":77,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:fe2b39b41fb79479214bf07b541a3c4cb9397d6094408ae3cac4c9425c6b64a7","observation_id":"40e8d0ad-89e2-4bba-bd72-07b5afbf8b74","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2601.17814","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-04T00:19:13.478607Z","title":"Mmr-bench: A comprehensive benchmark for multimodal llm routing","venue":null,"work_id":"d0cd2d5f-69a9-4354-84fb-ede29bcc8771","year":2026},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":78,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:72c204618b63de43b68a1bee0c9f9dbf453486be57fda0df5024b251831c2cdb","observation_id":"a8526f92-2026-4b24-bb26-20fd9d0379e9","resolution":{"observed_at":"2026-07-02T16:17:08.808723Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":"LLM -Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":79,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:eb6243abaa6cde3e1d1fde13903514791c1744ae72ca387a73cdba641400c351","observation_id":"d0854177-cb92-40af-9a0a-1142b8f366db","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"2025 , journal=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":80,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:51a026e2ef6ed1f6714b17421dc670ce84c43575a2b3b1464e786c8e2a36dd67","observation_id":"a4fcb4d6-f74b-4816-8062-dbde31453491","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2502.20576","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-04T00:19:13.497825Z","title":"OmniRouter: Budget and Performance Controllable Multi-LLM Routing","venue":null,"work_id":"c5379e1a-d430-4090-aa62-ae37760ce1d8","year":2025},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":81,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:27e81333d8a03b13030232b78069259db2d5c20ce35766608442270e132413e3","observation_id":"06a6f7a7-802e-4ab6-a9e9-33d7dcabd51c","resolution":{"observed_at":"2026-07-02T16:17:08.826992Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":"IEEE Transactions on Mobile Computing , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":82,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:aaff11385c8ecadc26c0dc10a6ff126e9af82388c0cdfeeaa0e2aa939d05a8db","observation_id":"2054aca1-6e3c-4f96-b50e-8380b519d9f6","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.01818","last_updated":"2025-01-03T14:03:14Z","snapshot_observed_at":"2026-07-06T20:16:13.411201Z","submitted_at":"2025-01-03T14:03:14Z","title":"Rerouting LLM Routers","version":1},"cited_work":{"arxiv_id":"2501.01818","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2501.01818","snapshot_observed_at":"2026-07-02T16:17:08.828128Z","title":"Rerouting llm routers","venue":null,"work_id":"2a977368-b2c0-4aa5-bb5a-7ff5bc87e22b","year":2025},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":83,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"cited_paper":"/paper/2501.01818","citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:13a7b83be961762000baf58c2fa208cd3ff3db7897b18327131a8fcc0d5c0c55","observation_id":"0d8114e9-e1d2-491a-a098-9a4fded055d9","resolution":{"observed_at":"2026-07-02T16:17:08.829520Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.10834","last_updated":"2025-04-22T03:55:14Z","snapshot_observed_at":"2026-08-02T06:57:44.337097Z","submitted_at":"2024-07-15T15:45:07Z","title":"MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs","version":3},"cited_work":{"arxiv_id":"2407.10834","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2407.10834","snapshot_observed_at":"2026-07-02T18:37:16.534890Z","title":"Metallm: A high-performant and cost-efficient dynamic frame- work for wrapping llms.arXiv preprint arXiv:2407.10834","venue":null,"work_id":"8acc91b4-97b0-43af-a13d-71926148356e","year":2024},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":84,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"cited_paper":"/paper/2407.10834","citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:47774a2d76fa38a1bda146d148ab01e4c4026622f9c7c8eaca4c88148b836b26","observation_id":"f79a2601-adeb-4280-b5f9-e0da5851e48f","resolution":{"observed_at":"2026-07-02T16:17:08.833930Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2312.11805","last_updated":"2025-05-09T21:04:06Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-12-19T02:39:27Z","title":"Gemini: A Family of Highly Capable Multimodal Models","version":5},"cited_work":{"arxiv_id":"2312.11805","doi":"10.1038/nrn2888","metadata_source":"pith","pith_arxiv_id":"2312.11805","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Gemini: A Family of Highly Capable Multimodal Models","venue":"cs.CL","work_id":"83f7c85b-3f11-450f-ac0c-64d9745220b2","year":2023},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":85,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"cited_paper":"/paper/2312.11805","citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:875b0ec849f801989f61eb42baa722ae311c1a3f5e6321155a7484019697a0d5","observation_id":"397af3a1-9743-4797-890b-f71970b34d01","resolution":{"observed_at":"2026-07-02T16:17:08.803531Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":"2303.08774","doi":"10.1002/tea.20265","metadata_source":"pith","pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"GPT-4 Technical Report","venue":"cs.CL","work_id":"b928e041-6991-4c08-8c81-0359e4097c7b","year":2023},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":86,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:1ff9318a3e89e940c4cae42786bda4f27aed720d9d1a3c4f209e9d81e9484bbf","observation_id":"740dea63-51ea-4b29-b47a-3f096ab8ed4d","resolution":{"observed_at":"2026-07-02T16:17:08.798990Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.05176","last_updated":"2025-06-11T02:54:49Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-06-05T15:49:48Z","title":"Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models","version":3},"cited_work":{"arxiv_id":"2506.05176","doi":"10.1016/j.displa.2025.103255","metadata_source":"pith","pith_arxiv_id":"2506.05176","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models","venue":"cs.CL","work_id":"bab684a8-d933-426c-a19e-2c855a0d1f59","year":2025},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":87,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"cited_paper":"/paper/2506.05176","citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:6e57eca28816f1f924366635d4a1ef6bc5a4a51452ed2cdcb0048d2ca769f0a6","observation_id":"c132931a-1a83-4aae-a953-c6f26203a659","resolution":{"observed_at":"2026-07-02T16:17:08.814256Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":"Sentence-","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":88,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:98b205cfcbc8e9c42f629df0feb8706b4240c066414cc1c4863464255bf7757f","observation_id":"dcb2b523-828e-4e6d-a958-cc48f3642d27","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"AAAI , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":89,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:0fbceec112c5fc6606afe3618adcac274a89e6196b36b1ca81ff84d8750297af","observation_id":"aa331335-378b-4def-adde-35de820f89f0","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"NeurIPS 2023 Workshop on Distribution Shifts: New Frontiers with Foundation Models , year=","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":90,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:5e330f502a90df4eb3b595d9056ff3e228b5fd847d821a007ec908f73103f9ed","observation_id":"916b8f79-6c0a-4705-9749-c772c614d3df","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"NeurIPS , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":91,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:829bb870ab026ce4d7ea6b3eeab307c246c39f8fcff7f8a9fbe39c1f0e1f5a63","observation_id":"12b3e696-1788-4021-8946-a4d9167396f4","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.02134","last_updated":"2024-05-03T14:38:59Z","snapshot_observed_at":"2026-07-31T01:43:43.437617Z","submitted_at":"2024-05-03T14:38:59Z","title":"Optimising Calls to Large Language Models with Uncertainty-Based Two-Tier Selection","version":1},"cited_work":{"arxiv_id":"2405.02134","doi":"10.48550/arxiv.2405.02134","metadata_source":"arxiv_reference","pith_arxiv_id":"2405.02134","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Optimising calls to large language models with uncertainty-based two-tier selection","venue":"arXiv (Cornell University)","work_id":"5adc8c16-896f-4222-ab8b-b1bc0ff1239d","year":2024},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":92,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"cited_paper":"/paper/2405.02134","citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:b2e13487e74ae88d0cdecc61d281121e7da145094831e26aafaab3c2ee3cfda3","observation_id":"70aa09b1-ede6-4f7d-88da-26f51f1ec158","resolution":{"observed_at":"2026-07-02T16:17:08.811192Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.13561","last_updated":"2023-10-20T15:01:55Z","snapshot_observed_at":"2026-08-04T18:27:13.730932Z","submitted_at":"2023-10-20T15:01:55Z","title":"Cache & Distil: Optimising API Calls to Large Language Models","version":1},"cited_work":{"arxiv_id":"2310.13561","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2310.13561","snapshot_observed_at":"2026-07-02T16:17:08.774095Z","title":"Cache & distil: Optimising api calls to large language models.arXiv preprint arXiv:2310.13561","venue":null,"work_id":"bebd8432-04f8-4ecf-80ca-9105cd37731a","year":2023},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":93,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"cited_paper":"/paper/2310.13561","citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:8beef7df3fdddea5121eedf71ec9e6177bb223163db5d6c040a71b59fb7f3bc4","observation_id":"365e0782-d255-4921-932b-1544368270a9","resolution":{"observed_at":"2026-07-02T16:17:08.775430Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":"NeurIPS , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":94,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:1590e9a52e0ec77a153815fe13bfd357a26c7c0a94b06011ba0beaec1c9e9d68","observation_id":"0461266a-1a5f-46e0-a297-e51546f86bdb","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.19435","last_updated":"2025-05-26T02:53:17Z","snapshot_observed_at":"2026-08-07T01:02:53.215849Z","submitted_at":"2025-05-26T02:53:17Z","title":"Route to Reason: Adaptive Routing for LLM and Reasoning Strategy Selection","version":1},"cited_work":{"arxiv_id":"2505.19435","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2505.19435","snapshot_observed_at":"2026-07-31T01:32:24.164025Z","title":"Pranoy Panda, Raghav Magazine, Chaitanya Devaguptapu, Sho Takemori, and Vishal Sharma","venue":null,"work_id":"31cc7175-50d2-4a76-867e-8dbe5777e1a5","year":2025},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":95,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"cited_paper":"/paper/2505.19435","citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:490bbacef05e0e0183b6ad47cb2e2e3f0e9012232d0a8420612a25ed488b5203","observation_id":"c98e0f05-10ed-4df2-94cd-3c5f1edc31b8","resolution":{"observed_at":"2026-07-31T01:32:24.164025Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.16696","last_updated":"2025-02-23T19:23:22Z","snapshot_observed_at":"2026-07-06T20:41:19.676815Z","submitted_at":"2025-02-23T19:23:22Z","title":"Dynamic LLM Routing and Selection based on User Preferences: Balancing Performance, Cost, and Ethics","version":1},"cited_work":{"arxiv_id":"2502.16696","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.16696","snapshot_observed_at":"2026-07-02T16:17:08.817116Z","title":"arXiv preprint arXiv:2502.16696 , year=","venue":null,"work_id":"e34d5947-cf40-4a09-bb73-0d5935287c1d","year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":96,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"cited_paper":"/paper/2502.16696","citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:451844221fb20063ca79d347c48633fed4a4dc40edae389e7e866116ef07a4a9","observation_id":"acc3d0b4-0f8a-45a0-b090-707beeb640f1","resolution":{"observed_at":"2026-07-02T16:17:08.818419Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":"Proceedings of the 17th ACM International Conference on Web Search and Data Mining , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":97,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:3ef0377429d5f04c808af5f70c2eb3df29de3e4556e3314eee55094734348b08","observation_id":"e1de14f5-37ae-493c-8795-333aaee1c3df","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"ICML , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":98,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:1799a0b29727e5db1ac6bb3973dfdf01991a3096b2f2b7ac161594a95e266aea","observation_id":"86ac1e8b-6ff4-4bdf-845f-70618a5e92a3","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":99,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:c3a74834f7ab80d075141fc2eed68661bf67390c623549b677eaa48ec9cf4e97","observation_id":"5fb541c6-744f-4cd3-a52a-cf1eccaf4c6b","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"1695.172170","doi":"10.1145/1721695.1721705","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"and Abdelzaher, Tarek F","venue":"ACM Transactions on Embedded Computing Systems","work_id":"83a66bae-8168-4074-9172-0aa94ac9796d","year":2010},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":100,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:b202c5d6ce23572958378f454a83f056797240d3795779da2434c91fbd9a1e17","observation_id":"01068321-6600-4819-99d3-5d5979ca09cc","resolution":{"observed_at":"2026-06-27T23:01:22.123113Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-07-10T17:49:53.565529+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T17:49:53.565529+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":101,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:b5ab34be8673a4cdf060799d071841f1e95a47783488267dc242d8b454190006","observation_id":"defb83aa-3d90-4da9-8fe0-be1c694bbbfe","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":102,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:ee23d6e3cbf276ce2466d00c6c1a337ceaa9e5c66b26dd8704065a1cb0242a7f","observation_id":"554f8083-49da-4a3c-b7cd-90a38a80b24a","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","resolver_source":null,"status":"parse_uncertain"},"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":"2026-06-27T22:54:28.452796Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":103,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:91e3826c9851bdfda76dfcdf459731a6d46852e9bb891bb49b615e1b2c31704a","observation_id":"7bc782c8-a473-470e-9347-ae3b3a5bab33","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","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":"2026-06-27T22:54:28.452796Z","title":"and Peterson, Larry L","venue":null,"work_id":null,"year":1993},"citing_paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing","version":1},"reference_index":104,"source":"arxiv_source","source_observed_at":"2026-06-27T22:54:28.452796Z"},"links":{"citing_paper":"/paper/2606.06924"},"observation_digest":"sha256:130b460ecd1b7a3e6075c4025711513384961e7a456952b4b25a311b0a9e77ba","observation_id":"3e5fb07f-e75f-45a4-810b-17da4438afa5","resolution":{"observed_at":"2026-06-27T22:54:28.452796Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2606.06924","last_updated":"2026-06-05T05:42:00Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-06T11:49:12.989321Z","submitted_at":"2026-06-05T05:42:00Z","title":"From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing"},"reference_resolution":{"displayed":100,"state_counts":{"malformed_identifier":1,"metadata_mismatch":8,"parse_uncertain":2,"unresolved":70,"verified_exact":19,"verified_fuzzy":0},"total_outbound_references":168},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-06T06:34:29.942622+00:00","source":"crossref"},{"observed_at":"2026-08-06T06:34:23.284952+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 100 of 168 outbound references and 1 inbound Pith citation observation for arXiv:2606.06924."}