{"as_of":"2026-08-16T13:08:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:8808cb09b6d017463d5dd8c11c937a38cb8bd895b54aad60210858cde1a3c867","coverage":[{"denominator":31,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":31,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T23:19:10.568104Z","state":"measured"},{"denominator":31,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":31,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-16T06:30:59.297886+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/2412.20637/citation-record","integrity":"/paper/2412.20637/integrity","json":"/paper/2412.20637/citation-record.json","paper":"/paper/2412.20637"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T23:19:10.404137Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.404137Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:f31a71099adb2046f5f4142f9f0eb0ff98cf9933a533a83cbfdc63840081e1d9","observation_id":"596bcb29-eb03-4b1c-be6b-e57be90848ad","resolution":{"observed_at":"2026-08-10T23:19:10.404137Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.14608","last_updated":"2024-09-16T02:54:50Z","snapshot_observed_at":"2026-08-04T09:07:42.158421Z","submitted_at":"2024-03-21T17:55:50Z","title":"Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey","version":7},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.14608","snapshot_observed_at":"2026-08-10T23:19:10.412164Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.412164Z"},"links":{"cited_paper":"/paper/2403.14608","citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:f5c03ede25f48c8ad58af0a0feaaae5e1fec2e9f3c0f9472cd8c99f0b1fda1d7","observation_id":"1e0d5b73-5f65-46d7-ac66-0db6db23c0f6","resolution":{"observed_at":"2026-08-10T23:19:10.412164Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.10997","last_updated":"2024-03-27T09:16:57Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-12-18T07:47:33Z","title":"Retrieval-Augmented Generation for Large Language Models: A Survey","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.10997","snapshot_observed_at":"2026-08-10T23:19:10.417935Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.417935Z"},"links":{"cited_paper":"/paper/2312.10997","citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:74d0193025acabca49807bd9378e5e47a4375502e41deb2711804e23b998b80a","observation_id":"54a21967-48e3-464d-aa1b-64c5b376db67","resolution":{"observed_at":"2026-08-10T23:19:10.417935Z","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":"2026-08-10T23:19:11.269320Z","title":null,"venue":null,"work_id":"14c0f63a-6cff-41fd-a1a2-a0a23c42fd57","year":2023},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.423851Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:a3e688886660c0aa615cbcc6b9a4df0dae1a432854e884ffa62a90b170f01365","observation_id":"06383a92-5b93-4257-a884-17b16a21e57b","resolution":{"observed_at":"2026-08-10T23:19:11.274849Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2401.01286","last_updated":"2024-11-17T06:50:44Z","snapshot_observed_at":"2026-08-15T16:00:28.426111Z","submitted_at":"2024-01-02T16:54:58Z","title":"A Comprehensive Study of Knowledge Editing for Large Language Models","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.01286","snapshot_observed_at":"2026-08-10T23:19:10.429838Z","title":"Zhang, Y","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.429838Z"},"links":{"cited_paper":"/paper/2401.01286","citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:5908462a8c84f73bf1072e09de7db2edbeb6251fec3686969329b88bebdcbc60","observation_id":"b94092e0-b28f-40ca-843d-4447e7325492","resolution":{"observed_at":"2026-08-10T23:19:10.429838Z","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":"2026-08-10T23:19:11.243699Z","title":null,"venue":null,"work_id":"4f297b74-9c41-4c64-a9e2-7fb6fcdae3c7","year":2022},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.435690Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:4e257aa1056a292aef8665418efb8f7055499285e60c78fd367fd8bcac2970db","observation_id":"5a999261-97a3-49a0-be37-3c82af38ec33","resolution":{"observed_at":"2026-08-10T23:19:11.253517Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:11.227508Z","title":null,"venue":null,"work_id":"c8c9dbe9-34ab-4c92-9e93-28e7c073d556","year":2021},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.441676Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:c390ce3c6e7c72335c85e9d2f4d20283f1ed4a0197383e01d9b27557f9a2fe47","observation_id":"11d28e4c-622b-4a3b-a075-ffdd67669b7b","resolution":{"observed_at":"2026-08-10T23:19:11.232775Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:11.210407Z","title":null,"venue":null,"work_id":"70e8ec8c-41be-4b53-be72-2dca6b3837b5","year":2022},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.447005Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:2647c9cc93ba2f40f47bf15dede3fdb9c80fd178438c1fe57451bfcc2890e6c6","observation_id":"0595e6a4-d063-4505-8d99-3d859070823f","resolution":{"observed_at":"2026-08-10T23:19:11.215759Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:11.193734Z","title":"Mitchell, C","venue":null,"work_id":"c6ffa30e-966c-4313-8712-09dd6e3a086b","year":2022},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.452107Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:a6f7af1a8b0127764bb8195a5594a462e44b3124157924c5db543d7ad8566856","observation_id":"93d86024-0dbb-4bc1-8808-db7e59a26a2f","resolution":{"observed_at":"2026-08-10T23:19:11.198633Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:10.457828Z","title":"Zheng, L","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.457828Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:7030bbbd4c190e3d89dd34bed3e6488fe5c8bd7817f7448a7184aae000b14690","observation_id":"ec4f8e4a-9ed1-4b4d-b242-40e56337e74b","resolution":{"observed_at":"2026-08-10T23:19:10.457828Z","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":"2026-08-10T23:19:10.463180Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.463180Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:bcf73b59ad0210723b948ec478e8835863a65f7758cf023390daef2529c404b7","observation_id":"b8784a82-3ed4-4fa0-b4c4-110daaf0e6f7","resolution":{"observed_at":"2026-08-10T23:19:10.463180Z","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":"2026-08-10T23:19:10.468854Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.468854Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:2fc242c34c6a8bed93495aca0e27a3400a947d54b058f1260ffbabeda91bfc93","observation_id":"12a46487-0863-4c4b-81b4-5d7c221ebf6c","resolution":{"observed_at":"2026-08-10T23:19:10.468854Z","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":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T23:19:10.474352Z","title":"Madaan, N","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.474352Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:1ca5ca76b8ca7a24d8538326480d352a8b66b60fca4fe7faefa07e19fec658a9","observation_id":"839c694a-22ec-4e52-bab6-d5693486cc0d","resolution":{"observed_at":"2026-08-10T23:19:10.474352Z","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":"10.18653/v1/2022.emnlp-main.797","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T23:19:10.639902Z","title":"Murty, C","venue":null,"work_id":"60b3e61c-687c-4cf1-8cf4-57947651168a","year":2022},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.479347Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:12bcf4e2af22fb7792d6368a1ffbde1b473c666a49359b73721cb72c0664961f","observation_id":"ce8f19b7-4ceb-4f3b-a227-7db5c93badfa","resolution":{"observed_at":"2026-08-10T23:19:10.645983Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:11.174448Z","title":"Huang, Y","venue":null,"work_id":"5da8f6b0-77d5-455d-a0af-b02044e604ab","year":2023},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.484390Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:15b2b63c9e721b07f3286abe2738b0e23ab45f9c22b8401dca0113aceac8ddf2","observation_id":"62311f1f-5eeb-44f8-9a96-ac0a65ebbae1","resolution":{"observed_at":"2026-08-10T23:19:11.180157Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:10.490486Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.490486Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:2e619fa813ee63729358db3136c256b614ce8a9c6856c26b0698ed0322e162cb","observation_id":"003214a1-b530-4f91-9db6-222464244a7a","resolution":{"observed_at":"2026-08-10T23:19:10.490486Z","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":"2026-08-10T23:19:11.154454Z","title":"Hartvigsen, S","venue":null,"work_id":"460d6582-4869-4722-a8e4-650bab50278d","year":2023},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.495458Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:f719cf9572e0b7b9c675673b415a9ef347d4db05600cd47a088ff65ed0e08cb7","observation_id":"898722fe-b81c-4b9c-8830-f264dba8c098","resolution":{"observed_at":"2026-08-10T23:19:11.161322Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:10.501057Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.501057Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:301a2f72b9066e625920656aea3c9f28e134abb68ceabcbbae15ec38af36db87","observation_id":"07da246a-1f77-42b9-9f88-f246615e439e","resolution":{"observed_at":"2026-08-10T23:19:10.501057Z","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":"2026-08-10T23:19:10.505931Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.505931Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:53a1bee9d17395f93439a1830bcdf8e0c1e44b40544d32c49abdaf550998103d","observation_id":"a030c4e2-a4b5-4c94-b42e-c64e85b67086","resolution":{"observed_at":"2026-08-10T23:19:10.505931Z","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":"2026-08-10T23:19:11.132755Z","title":"Mitchell, C","venue":null,"work_id":"ff7b18ca-5e4d-459b-bd71-ce03709a7f0c","year":2022},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.510670Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:3b6f776db481fceede5804b908ce041939dca9cb5b8be17c0602b82e0081a076","observation_id":"d6727751-af3a-4f4a-904f-6214d7ca4ff2","resolution":{"observed_at":"2026-08-10T23:19:11.138764Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:11.105422Z","title":null,"venue":null,"work_id":"8f9b2f47-bffa-4af1-aa37-b5225b3d1d1f","year":2024},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.515882Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:4ae5715b472f469d49b9f2decfde819da4f51510da1538ac0d5529ffe890821c","observation_id":"4a7292ae-b868-40e1-9759-4dafb791ccb2","resolution":{"observed_at":"2026-08-10T23:19:11.113168Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:11.084199Z","title":null,"venue":null,"work_id":"d4420d5d-5fdb-4b22-8832-9e5007c7f6af","year":2022},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.520308Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:14af57a165e439fd48662c91954d6c053580f918e2684bb74f11ac4f4a0486ce","observation_id":"88f2779e-aedc-49f1-987e-4baea36cc872","resolution":{"observed_at":"2026-08-10T23:19:11.089994Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:11.066836Z","title":null,"venue":null,"work_id":"6e5b4306-cfc0-4fb2-b8f6-a048680c400f","year":2023},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.526002Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:d43fb9a0baf9bb34a2492f363afa2635a31983b2014fbb349e308cb3187fa175","observation_id":"afae39de-4143-4266-8587-5d022cc39d4c","resolution":{"observed_at":"2026-08-10T23:19:11.072447Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:11.045189Z","title":null,"venue":null,"work_id":"214bce6e-d669-4793-87c1-c0d664e15490","year":2024},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.531397Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:956d91de99193234ba0a18ce4cb9e0179668a24e4d0718f91a02af1c780bab53","observation_id":"b8649e30-af47-408b-a22b-0fd49a65f67a","resolution":{"observed_at":"2026-08-10T23:19:11.054192Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:11.025701Z","title":"Gueta, E","venue":null,"work_id":"518b542b-9ca8-4b9c-9d7c-1641fbfdeef5","year":2023},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.537041Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:adaab5024d5b0429ddad7b2b1d3eb3491f1fbf3bf3ff15139fb40f0be73f4678","observation_id":"64160762-02e1-4a4b-a5fe-1f16f0aa03de","resolution":{"observed_at":"2026-08-10T23:19:11.031471Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:11.006909Z","title":"Zhang, M","venue":null,"work_id":"dd8c5606-5f54-473c-8310-597967a8fe0a","year":2023},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.542745Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:e7b1c3f56d150e3b0d0d539e43c230ef2ab3273bd057d470b33e8470e82bc89f","observation_id":"3e8d4aea-a8b0-4b33-8de9-78b138efbecf","resolution":{"observed_at":"2026-08-10T23:19:11.012768Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.09288","last_updated":"2023-07-19T17:08:59Z","snapshot_observed_at":"2026-08-07T12:56:43.323460Z","submitted_at":"2023-07-18T14:31:57Z","title":"Llama 2: Open Foundation and Fine-Tuned Chat Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.09288","snapshot_observed_at":"2026-08-10T23:19:10.547769Z","title":"Touvron, L","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.547769Z"},"links":{"cited_paper":"/paper/2307.09288","citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:9ba10c2e77be07d9a0ab70e14820f3d88ec1937528bdcf223cfdf523a695754b","observation_id":"52ad34d2-8e8e-4361-8894-8bb73d240430","resolution":{"observed_at":"2026-08-10T23:19:10.547769Z","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":"2026-08-10T23:19:10.989853Z","title":null,"venue":null,"work_id":"fae029aa-b1c8-4b63-bb4b-61bdd3196249","year":2023},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.553333Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:fa3a5d0947632e513d448a57e52fa15fa7a96a4a1b7a9c16510394a3461a5a72","observation_id":"8ada5ce9-4e4d-48d8-96dd-33a475d76206","resolution":{"observed_at":"2026-08-10T23:19:10.994455Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:10.970785Z","title":null,"venue":null,"work_id":"6309f332-2afa-40d9-a2ef-ab522bdcab78","year":2021},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.558293Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:2a415e9639e243691b9d88d86e1278b1878d392ec39eea39fa678425e371bb3d","observation_id":"16acd73b-094f-4c60-9f10-b9dc9e4a5151","resolution":{"observed_at":"2026-08-10T23:19:10.978263Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+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":"2026-08-10T23:19:10.951822Z","title":"Wang, Mesh-Transformer-JAX: Model-Parallel Implementation of Trans- former Language Model with JAX, https://github.com/kingoflolz/ mesh-transformer-jax (May 2021)","venue":null,"work_id":"8cdeb231-185e-4d8b-89e8-0884348b6713","year":2021},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.563107Z"},"links":{"citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:f0fdea5ea3fc01fd6df564be63d4bf1e0f43ce4745c323053acd210f5bc3f845","observation_id":"ce0891a5-78bf-4de2-8d1a-2cfe8ecc884d","resolution":{"observed_at":"2026-08-10T23:19:10.958520Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.07269","last_updated":"2024-06-24T02:17:57Z","snapshot_observed_at":"2026-08-15T16:15:17.857702Z","submitted_at":"2023-08-14T16:52:42Z","title":"EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.07269","snapshot_observed_at":"2026-08-10T23:19:10.568104Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-10T23:19:10.568104Z"},"links":{"cited_paper":"/paper/2308.07269","citing_paper":"/paper/2412.20637"},"observation_digest":"sha256:e954b41e5e7644c253f0476d8315621f13e34d0d3c3f54a9be4ae5aeb61b59ee","observation_id":"10a97c52-e4be-4540-96c4-b8274cc389be","resolution":{"observed_at":"2026-08-10T23:19:10.568104Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2412.20637","last_updated":"2024-12-30T00:58:00Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-10T23:58:08.213331Z","submitted_at":"2024-12-30T00:58:00Z","title":"Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble"},"reference_resolution":{"displayed":31,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":22,"verified_exact":1,"verified_fuzzy":7},"total_outbound_references":31},"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":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"thesis":"As of 16 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2412.20637."}