{"as_of":"2026-08-12T20:06:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:c3ceb2001c717a6a6e1383783c1dd1d2bd112b8108153e982ac121852f266f87","coverage":[{"denominator":22,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":22,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T00:49:33.582286Z","state":"measured"},{"denominator":22,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":22,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-12T06:34:41.77262+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2608.00568/citation-record","integrity":"/paper/2608.00568/integrity","json":"/paper/2608.00568/citation-record.json","paper":"/paper/2608.00568"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:37.060291Z","title":"Agarwal, A","venue":null,"work_id":"c4ab3e6a-fbf6-4872-a545-a4a20bb0342c","year":2018},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:32.106969Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:fd2c1a3795febe4cbc3bc6362bd9a4df649145ec219d4c30e6def32937bbd04f","observation_id":"461e8307-8b3c-474c-b382-a73aafa48f70","resolution":{"observed_at":"2026-08-05T00:49:37.180277Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:36.832647Z","title":"Angwin, J","venue":null,"work_id":"d598bb74-b233-4cb3-af79-f9c58a6c17d0","year":2016},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:32.159729Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:33ee9cccf20e562e7d6637024544cfe00db63838241ebb5e024b923455fdd2d3","observation_id":"04cb628f-5ca5-41b3-8e01-19f2545e25a0","resolution":{"observed_at":"2026-08-05T00:49:36.918212Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:36.609353Z","title":"Angwin, J","venue":null,"work_id":"1c1a5cbf-865d-4a32-b7ca-ae2f030f7162","year":2016},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:32.210032Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:aa26ac46f4428ee811b2ece6cd874c49d28d46cf692d3ec4c9cf17f90bb09a66","observation_id":"35ffe104-88db-419c-a4ed-92d251f84be4","resolution":{"observed_at":"2026-08-05T00:49:36.726803Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:36.408293Z","title":"Barocas and A","venue":null,"work_id":"ca267d26-a79e-476d-879d-333d465bfba2","year":2016},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:32.288025Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:f85d86ee393109079cbe732a62210abdb6f10986a41e9a095aa7a243823fc061","observation_id":"de41d13b-77a0-417d-a70c-1eef23a3b989","resolution":{"observed_at":"2026-08-05T00:49:36.525455Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:36.159698Z","title":"G.e, Augustin Godinot, Martijn De V os, Milos Vujasinovic, Sayan Biswas, Gilles Tredan, Erwan Le Merrer, and Anne-Marie Kermarrec","venue":null,"work_id":"158109fd-d85b-4de0-91bc-b2d1c9b1934d","year":2025},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:32.317999Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:0113c64b9eacfacee9378444e82bf1f149488b4a9ee642129d37b3147a7b8151","observation_id":"64346a0f-c8a6-4537-8b19-678e8731e32d","resolution":{"observed_at":"2026-08-05T00:49:36.283108Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:35.950286Z","title":null,"venue":null,"work_id":"cc1e6d58-7b19-47a1-a25c-93c854f25cf9","year":2025},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:32.360922Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:02d2dff157e0d3ab7ed920d6ba2d474b976155b62de5710c3ea93aa701889c97","observation_id":"7eedf32e-1470-4803-9eee-3e94e022a792","resolution":{"observed_at":"2026-08-05T00:49:36.041968Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:35.793200Z","title":"Casper, C","venue":null,"work_id":"16181fdc-e06c-4c54-9a9c-397b0e8f3bac","year":2024},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:32.430501Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:2a9059091d929eaaf882e622848a23c073c3ccd365677151268df416e4a1213b","observation_id":"729f4935-62df-4569-8f72-2bb882c03240","resolution":{"observed_at":"2026-08-05T00:49:35.837876Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:35.676603Z","title":"Chugg, S","venue":null,"work_id":"a9783309-e640-4b65-9906-f21ca816357e","year":2023},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:32.509306Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:c1dfb96b7f3674983d2d0a2ea1cc771a104d78f38d8d362db0189263e6e6827f","observation_id":"05d83f66-f11f-4dec-b3bd-94e582b8d251","resolution":{"observed_at":"2026-08-05T00:49:35.729637Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:35.527047Z","title":null,"venue":null,"work_id":"635694e7-c652-4804-a53a-fe48cdf4ad70","year":2008},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:32.576983Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:9a3d3e1646122c8d6643ecce77cdf8498f206b4cec52933593b4a1d5df4debb0","observation_id":"d711ae0e-fae4-431c-a3a9-262476ab29b9","resolution":{"observed_at":"2026-08-05T00:49:35.569694Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:35.352611Z","title":null,"venue":null,"work_id":"fde541ca-fd27-4de6-afcc-ffa5459d6798","year":2021},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:32.624040Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:56c7d1aaa49eebc2eafbf43d320cd0df62f3eb15a2c0cd9cac5b8d230a41d321","observation_id":"8b9cc5d5-b2c4-494f-9a62-2f6850d2faab","resolution":{"observed_at":"2026-08-05T00:49:35.431622Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:32.693699Z","title":"Dwork, M","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:32.693699Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:45b10a4478edb926d5994e2e8267addfe32bd395451ecabe4f1be8b79d2fb0f9","observation_id":"d2b74477-3bf1-4203-a4e7-417eb34315df","resolution":{"observed_at":"2026-08-05T00:49:32.693699Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:35.208245Z","title":"Fabris, N","venue":null,"work_id":"2a2d9863-2b88-4bee-a543-ad332b8b249a","year":2025},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:32.769395Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:64a7779e4434700917121455d008a761f273f5ecc00a65a0b128fce3163ff176","observation_id":"b594ce04-d12e-4e73-93af-600f364528d4","resolution":{"observed_at":"2026-08-05T00:49:35.288205Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:35.076564Z","title":"Fukuchi, S","venue":null,"work_id":"0335e16d-3aa5-4997-899b-d5f7a95c4c51","year":2020},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:32.879581Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:f84cb104892a6fd2687fef4f6930e859a6c749c725272c54b47bc95a07131293","observation_id":"6f18545a-b8ff-4049-9ea6-97bdef355aba","resolution":{"observed_at":"2026-08-05T00:49:35.142257Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:34.922945Z","title":null,"venue":null,"work_id":"b22873da-c898-4a65-8a96-e8c11f002797","year":2025},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:32.984190Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:50f3eb8366e924c9234027b8e0ab1f8699af8bc4c0c57eadd84e93b638f7ecb4","observation_id":"4d9c6853-8de4-4738-a2b8-3f6035148c50","resolution":{"observed_at":"2026-08-05T00:49:35.033172Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:34.794189Z","title":"Godinot, E","venue":null,"work_id":"c534b04c-3845-4255-9917-f671cf4d6adf","year":2024},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:33.031464Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:0c8903d9bffed945f02de1538d8e07c38f9aeb215d345475a03ad6e15cee07da","observation_id":"9a2ad2e3-52fa-43fc-b0d0-b4fd4c6e06a3","resolution":{"observed_at":"2026-08-05T00:49:34.847602Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:34.648606Z","title":null,"venue":null,"work_id":"c43d6b4a-0590-4ba4-8c0a-2dabe4c35db2","year":1994},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:33.095277Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:0a7913d2cc32cda25078e0a20c26f3598d967309b40916b6bfba26cd7332220e","observation_id":"0f2b7c0f-4c98-4d7b-b99e-b41a58829d2e","resolution":{"observed_at":"2026-08-05T00:49:34.720139Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:34.537406Z","title":"Maneriker, C","venue":null,"work_id":"88081045-9cf6-4df4-b5b2-d4769769887d","year":2023},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:33.176288Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:e5d17444cb35281b11bef252e59a9b332d849144cd55d63a742430ad86ed860d","observation_id":"5475a985-1c47-471d-aa91-3e9b05b785f0","resolution":{"observed_at":"2026-08-05T00:49:34.604717Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:34.381424Z","title":null,"venue":null,"work_id":"0bdb8850-28bb-4bb3-90d8-4b1767e9aa87","year":2024},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:33.244324Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:8dc5a9a4c9152379e00dcfa6563234e2537ad4c6d62a13e002ad11bcf2f78de8","observation_id":"a7ae48fc-4612-4f51-868b-e332b1b16131","resolution":{"observed_at":"2026-08-05T00:49:34.469298Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:34.204237Z","title":"Shahin Shamsabadi, M","venue":null,"work_id":"29357cc3-ec43-43a7-a0cc-3ae015278e7b","year":2022},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:33.320357Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:e741cce95af3745cbfe32c24643300b71ec01a4317bbc8fa2f99562644da45a3","observation_id":"399ffcd2-2484-406d-9c8b-9daf7cfa4c4e","resolution":{"observed_at":"2026-08-05T00:49:34.293173Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:34.014347Z","title":null,"venue":null,"work_id":"c4dc7643-9a30-4540-8b16-497a8982155e","year":2025},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:33.424355Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:ead021239bd618b98b9b3a5deb4ce6598767d7d6f1db623e8c83d00ea7bdb761","observation_id":"0b611e16-4c9b-431c-b1e4-73df0095de4a","resolution":{"observed_at":"2026-08-05T00:49:34.111538Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:33.839959Z","title":"Yan and C","venue":null,"work_id":"70a0ba60-8959-4296-a8ed-da3a48418a71","year":2022},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:33.515937Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:c0625ff1f521f9e2bfa4b8b8e29a3576c279857e72279dcdad998d6a6d5d4fdd","observation_id":"24303dbd-0c21-44db-9583-34a633beb21d","resolution":{"observed_at":"2026-08-05T00:49:33.941670Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T00:49:33.678541Z","title":"Zhang, S","venue":null,"work_id":"decb1cf6-8763-47d9-9587-57ea0b512e13","year":2021},"citing_paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-05T00:49:33.582286Z"},"links":{"citing_paper":"/paper/2608.00568"},"observation_digest":"sha256:259fa895d111545b9119de2a3cc5780bc96bd96a91f3830a691ff8b6580a7c7a","observation_id":"7f4d4aa1-669f-455d-adf8-9723be28d8fe","resolution":{"observed_at":"2026-08-05T00:49:33.757686Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2608.00568","last_updated":"2026-08-01T10:11:20Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-12T16:58:57.605940Z","submitted_at":"2026-08-01T10:11:20Z","title":"Fairness Auditing: Lower Bounds on Company Manipulation"},"reference_resolution":{"displayed":22,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":8,"verified_exact":0,"verified_fuzzy":14},"total_outbound_references":22},"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":"2026-08-12T06:34:41.77262+00:00","source":"crossref"},{"observed_at":"2026-08-12T06:34:36.333875+00:00","source":"retraction_watch"}],"thesis":"As of 12 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2608.00568."}