{"as_of":"2026-08-19T03:55:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:99baeb412432a2857655b1128309cc3f675a0a10e53f6d1cd2e6612c53da8fdf","coverage":[{"denominator":19,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":19,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-01T14:11:43.528504Z","state":"measured"},{"denominator":19,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":19,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-18T06:34:40.430872+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2607.19442/citation-record","integrity":"/paper/2607.19442/integrity","json":"/paper/2607.19442/citation-record.json","paper":"/paper/2607.19442"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2012.07805","last_updated":"2021-06-15T17:45:26Z","snapshot_observed_at":"2026-08-16T18:58:37.206379Z","submitted_at":"2020-12-14T18:39:09Z","title":"Extracting Training Data from Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2012.07805","snapshot_observed_at":"2026-08-01T14:11:43.482286Z","title":"Nicholas Carlini, Steve Chien, Milad Nasr, Shuang Song, Andreas Terzis, and Florian Tramer","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.482286Z"},"links":{"cited_paper":"/paper/2012.07805","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:cf3b945c4c9832cd37cf71bcb27cb7283b3b904e0f451b97451b6df5eb9293cd","observation_id":"724b7aaa-782d-4928-b56a-e74cdf712e32","resolution":{"observed_at":"2026-08-01T14:11:43.482286Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.07707","last_updated":"2023-12-13T16:11:58Z","snapshot_observed_at":"2026-08-16T15:08:23.809695Z","submitted_at":"2023-08-15T11:30:45Z","title":"Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.07707","snapshot_observed_at":"2026-08-01T14:11:43.495873Z","title":"Chuan Guo, Tom Goldstein, Awni Hannun, and Laurens van der Maaten","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.495873Z"},"links":{"cited_paper":"/paper/2308.07707","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:8e65d5f787103debc399058927cd3baee4017fdfec84354a9ac98077c3cdd887","observation_id":"7f2a2e23-ca17-40d9-895a-ac3b4c821b06","resolution":{"observed_at":"2026-08-01T14:11:43.495873Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2302.09880","last_updated":"2023-10-30T10:14:02Z","snapshot_observed_at":"2026-08-16T15:54:10.363018Z","submitted_at":"2023-02-20T10:15:36Z","title":"Towards Unbounded Machine Unlearning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.09880","snapshot_observed_at":"2026-08-01T14:11:43.503645Z","title":"Nathaniel Li, Alexander Pan, Anjali Gopal, Summer Yue, Daniel Berrios, Alice Gatti, Justin D","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.503645Z"},"links":{"cited_paper":"/paper/2302.09880","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:f880043a874689a922df005cc51fcc003812aa1a1b4a22ed06a76bfa5d8b9381","observation_id":"ee689732-e088-4efb-beed-fdae4b194b76","resolution":{"observed_at":"2026-08-01T14:11:43.503645Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.03218","last_updated":"2024-05-15T19:16:09Z","snapshot_observed_at":"2026-08-15T06:18:34.739211Z","submitted_at":"2024-03-05T18:59:35Z","title":"The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning","version":7},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.03218","snapshot_observed_at":"2026-08-01T14:11:43.505699Z","title":"Yujian Liu, Yang Zhang, Tommi Jaakkola, and Shiyu Chang","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.505699Z"},"links":{"cited_paper":"/paper/2403.03218","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:2d3f2bae8b3d672bc32e3ed5063c3115c05e3620b20e2c76324141689df2b132","observation_id":"c48267b7-705f-4d69-963f-e2153c429c44","resolution":{"observed_at":"2026-08-01T14:11:43.505699Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.16997","last_updated":"2024-10-07T03:41:57Z","snapshot_observed_at":"2026-08-16T13:31:33.716217Z","submitted_at":"2024-07-24T04:39:24Z","title":"Revisiting Who's Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.16997","snapshot_observed_at":"2026-08-01T14:11:43.508526Z","title":"Pratyush Maini, Zhili Feng, Avi Schwarzschild, Zachary C","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.508526Z"},"links":{"cited_paper":"/paper/2407.16997","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:b6a9ad293d34f9bd163b3fbf25c31386926cdd8606e553f7c51e0d8cb4229ae6","observation_id":"d18b517d-5a0c-4f13-8a62-bb17ebe97c69","resolution":{"observed_at":"2026-08-01T14:11:43.508526Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2111.09832","last_updated":"2022-08-26T16:43:05Z","snapshot_observed_at":"2026-08-16T17:40:51.329959Z","submitted_at":"2021-11-18T17:59:35Z","title":"Merging Models with Fisher-Weighted Averaging","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2111.09832","snapshot_observed_at":"2026-08-01T14:11:43.513912Z","title":"Kevin Meng, David Bau, Alex Andonian, and Yonatan Belinkov","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.513912Z"},"links":{"cited_paper":"/paper/2111.09832","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:86c7df56c0c5f6f395ae5b93893f20800bd951aad15121849bc08406c3283ba4","observation_id":"5598f7b0-aa03-4051-a2bd-dcab87b93f60","resolution":{"observed_at":"2026-08-01T14:11:43.513912Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2007.02923","last_updated":"2020-07-06T17:54:35Z","snapshot_observed_at":"2026-08-13T15:08:33.130468Z","submitted_at":"2020-07-06T17:54:35Z","title":"Descent-to-Delete: Gradient-Based Methods for Machine Unlearning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2007.02923","snapshot_observed_at":"2026-08-01T14:11:43.516027Z","title":"Jonas Peters, Dominik Janzing, and Bernhard Schölkopf.Elements of Causal Inference: Founda- tions and Learning Algorithms","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.516027Z"},"links":{"cited_paper":"/paper/2007.02923","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:d83960f3a27a5d334a00c4b8db4cc673afdd4be67d022b27afe0d1f2ac65ca9b","observation_id":"4c10bc5d-86dd-4aa8-a693-7f5102e8ae40","resolution":{"observed_at":"2026-08-01T14:11:43.516027Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2103.03279","last_updated":"2021-07-22T17:45:56Z","snapshot_observed_at":"2026-08-16T18:41:09.916696Z","submitted_at":"2021-03-04T19:28:57Z","title":"Remember What You Want to Forget: Algorithms for Machine Unlearning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2103.03279","snapshot_observed_at":"2026-08-01T14:11:43.520887Z","title":"Weijia Shi, Jaechan Lee, Yangsibo Huang, Sadhika Malladi, Jieyu Zhao, Ari Holtzman, Daogao Liu, Luke Zettlemoyer, Noah A","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.520887Z"},"links":{"cited_paper":"/paper/2103.03279","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:e761abacdfcac917e2d70ea416bc77c79990092c808bbacba27b9bc0f9d421d4","observation_id":"6347962f-ef96-47f3-a3a0-5833f65871bf","resolution":{"observed_at":"2026-08-01T14:11:43.520887Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1610.05820","last_updated":"2017-03-31T22:17:07Z","snapshot_observed_at":"2026-08-14T21:34:36.777438Z","submitted_at":"2016-10-18T22:38:33Z","title":"Membership Inference Attacks against Machine Learning Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1610.05820","snapshot_observed_at":"2026-08-01T14:11:43.523562Z","title":"Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, Rebecca Roelofs, Raphael Gontijo-Lopes, Ari S","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.523562Z"},"links":{"cited_paper":"/paper/1610.05820","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:64f0b2082d0d7b821b4fc290dc3b2e83a29266afddebd14caeb0c6d31a070e3c","observation_id":"f13dc33c-24da-4c4a-a1f3-5bd849bff8a2","resolution":{"observed_at":"2026-08-01T14:11:43.523562Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2203.05482","last_updated":"2022-07-01T23:48:19Z","snapshot_observed_at":"2026-08-18T15:15:29.657544Z","submitted_at":"2022-03-10T17:03:49Z","title":"Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2203.05482","snapshot_observed_at":"2026-08-01T14:11:43.526214Z","title":"Jin Yao, Eli Chien, Minxin Du, Xinyao Niu, Tianhao Wang, Zezhou Cheng, and Xiang Yue","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.526214Z"},"links":{"cited_paper":"/paper/2203.05482","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:7aa214d5396b9e8e33a550c809b6b6de0eba043f3ea3dd85bd8c0d2f1013eade","observation_id":"f50fbd0e-7592-4ca3-aabc-cc99e6d75619","resolution":{"observed_at":"2026-08-01T14:11:43.526214Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.15159","last_updated":"2024-05-30T15:44:51Z","snapshot_observed_at":"2026-08-17T08:25:32.062258Z","submitted_at":"2024-02-23T07:43:26Z","title":"Machine Unlearning of Pre-trained Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.15159","snapshot_observed_at":"2026-08-01T14:11:43.528504Z","title":"Ruiqi Zhang, Licong Lin, Yu Bai, and Song Mei","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.528504Z"},"links":{"cited_paper":"/paper/2402.15159","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:5d48c85556e1b4ce91e207e987601ade6adc2d4311c037b1000a0160b488f31d","observation_id":"16cbd9f7-b654-42aa-b90e-5b5eff96a735","resolution":{"observed_at":"2026-08-01T14:11:43.528504Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T14:11:43.518620Z","title":"Ayush Sekhari, Jayadev Acharya, Gautam Kamath, and Ananda Theertha Suresh","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":2017,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.518620Z"},"links":{"citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:466594bf3dedb91618cbac83151cd4084bbbf54729047799f933e6d942b7aa9e","observation_id":"4ef6ad8a-1cdc-4c52-a7f9-960d57c10ca0","resolution":{"observed_at":"2026-08-01T14:11:43.518620Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1812.03789","last_updated":"2019-07-09T18:32:39Z","snapshot_observed_at":"2026-08-19T03:50:46.609038Z","submitted_at":"2018-12-10T13:41:42Z","title":"Abstracting Causal Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1812.03789","snapshot_observed_at":"2026-08-01T14:11:43.476121Z","title":"Lucas Bourtoule, Varun Chandrasekaran, Christopher A","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":2019,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.476121Z"},"links":{"cited_paper":"/paper/1812.03789","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:2f3c8414b9efd00aa98c9e9b7f6fe16fb2f8cd3a5f3790fdef3c45776bd67eaf","observation_id":"77e12263-feb9-4678-88b1-8dcc42f9659b","resolution":{"observed_at":"2026-08-01T14:11:43.476121Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1911.03030","last_updated":"2023-11-08T03:57:25Z","snapshot_observed_at":"2026-08-15T07:57:47.753668Z","submitted_at":"2019-11-08T03:57:41Z","title":"Certified Data Removal from Machine Learning Models","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1911.03030","snapshot_observed_at":"2026-08-01T14:11:43.498537Z","title":"Gabriel Ilharco, Marco Tulio Ribeiro, Mitchell Wortsman, Suchin Gururangan, Ludwig Schmidt, Hannaneh Hajishirzi, and Ali Farhadi","venue":null,"work_id":null,"year":1911},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":2020,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.498537Z"},"links":{"cited_paper":"/paper/1911.03030","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:cbcf453c8084e3e3ada5e879cb467abaeee30b017e508a2d607a4239621635b5","observation_id":"4af236f9-48ae-4223-a374-580248292770","resolution":{"observed_at":"2026-08-01T14:11:43.498537Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1912.03817","last_updated":"2020-12-15T05:39:28Z","snapshot_observed_at":"2026-08-10T23:56:48.730910Z","submitted_at":"2019-12-09T02:16:53Z","title":"Machine Unlearning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1912.03817","snapshot_observed_at":"2026-08-01T14:11:43.479431Z","title":null,"venue":null,"work_id":null,"year":1912},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":2021,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.479431Z"},"links":{"cited_paper":"/paper/1912.03817","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:3132af077560818b060d6ae38390fb4a98606b4f60dd001ed4885460d2931760","observation_id":"1f07e45b-fcf8-4514-b928-9ac337b5f767","resolution":{"observed_at":"2026-08-01T14:11:43.479431Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2112.03570","last_updated":"2022-04-12T16:50:11Z","snapshot_observed_at":"2026-08-16T17:36:31.691989Z","submitted_at":"2021-12-07T08:47:00Z","title":"Membership Inference Attacks From First Principles","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2112.03570","snapshot_observed_at":"2026-08-01T14:11:43.485050Z","title":"Vineeth Dorna, Anmol Mekala, Wenlong Zhao, Andrew McCallum, Zachary C","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.485050Z"},"links":{"cited_paper":"/paper/2112.03570","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:5cdd98648b7fff46108d77ee889ec04f249ce7f1a4077cf03a51bbbd1e0b34eb","observation_id":"b7ae9c9f-c035-4102-b4bf-fd39e6845596","resolution":{"observed_at":"2026-08-01T14:11:43.485050Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.02238","last_updated":"2023-10-04T05:20:19Z","snapshot_observed_at":"2026-08-18T10:13:38.925008Z","submitted_at":"2023-10-03T17:48:14Z","title":"Who's Harry Potter? Approximate Unlearning in LLMs","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.02238","snapshot_observed_at":"2026-08-01T14:11:43.493346Z","title":"Jack Foster, Stefan Schoepf, and Alexandra Brintrup","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.493346Z"},"links":{"cited_paper":"/paper/2310.02238","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:5300837b582ed282dc8c6897bbfd16956bee1f682ee69c101913b69e905c9da7","observation_id":"d1f25f05-704a-4deb-bbdf-2d74ab36da30","resolution":{"observed_at":"2026-08-01T14:11:43.493346Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.12103","last_updated":"2025-02-23T02:54:39Z","snapshot_observed_at":"2026-08-18T05:22:59.996048Z","submitted_at":"2024-11-18T22:31:17Z","title":"Does Unlearning Truly Unlearn? A Black Box Evaluation of LLM Unlearning Methods","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.12103","snapshot_observed_at":"2026-08-01T14:11:43.490759Z","title":"Ronen Eldan and Mark Russinovich","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.490759Z"},"links":{"cited_paper":"/paper/2411.12103","citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:a5fc98d00de1f166e1073d0a18387d89f53dcac57b2b80d6bc77029b6f6503cb","observation_id":"e4cd6759-47e3-4638-96c7-aa229b8855be","resolution":{"observed_at":"2026-08-01T14:11:43.490759Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T14:11:43.488429Z","title":"Jai Doshi and Asa Cooper Stickland","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-01T14:11:43.488429Z"},"links":{"citing_paper":"/paper/2607.19442"},"observation_digest":"sha256:b159ecb65235cd26e1604047f800ed0a927a9c51e49b675412037098ecf68632","observation_id":"6394b5f9-8562-48e6-98fb-19b2b4c8f201","resolution":{"observed_at":"2026-08-01T14:11:43.488429Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.19442","last_updated":"2026-07-21T08:59:54Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-18T17:10:43.428301Z","submitted_at":"2026-07-21T08:59:54Z","title":"Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification"},"reference_resolution":{"displayed":19,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":19,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":19},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"thesis":"As of 19 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2607.19442."}