{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:2HN7UL6GNK2EY5SVHEMXLUMVJW","short_pith_number":"pith:2HN7UL6G","canonical_record":{"source":{"id":"2311.09053","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-11-15T15:44:42Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"9a9a1351231895c0f615a8d357cc813a4bc3c72240a85d14b45aa0a60aa64c0b","abstract_canon_sha256":"2ce93003ed4929b3a6d2463653b98221a5ca1c2cabfe6e036b2e2106c63e70e5"},"schema_version":"1.0"},"canonical_sha256":"d1dbfa2fc66ab44c7655391975d1954d9a3ade7a065587dabeab8fc27407d201","source":{"kind":"arxiv","id":"2311.09053","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.09053","created_at":"2026-07-05T07:13:08Z"},{"alias_kind":"arxiv_version","alias_value":"2311.09053v1","created_at":"2026-07-05T07:13:08Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.09053","created_at":"2026-07-05T07:13:08Z"},{"alias_kind":"pith_short_12","alias_value":"2HN7UL6GNK2E","created_at":"2026-07-05T07:13:08Z"},{"alias_kind":"pith_short_16","alias_value":"2HN7UL6GNK2EY5SV","created_at":"2026-07-05T07:13:08Z"},{"alias_kind":"pith_short_8","alias_value":"2HN7UL6G","created_at":"2026-07-05T07:13:08Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:2HN7UL6GNK2EY5SVHEMXLUMVJW","target":"record","payload":{"canonical_record":{"source":{"id":"2311.09053","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-11-15T15:44:42Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"9a9a1351231895c0f615a8d357cc813a4bc3c72240a85d14b45aa0a60aa64c0b","abstract_canon_sha256":"2ce93003ed4929b3a6d2463653b98221a5ca1c2cabfe6e036b2e2106c63e70e5"},"schema_version":"1.0"},"canonical_sha256":"d1dbfa2fc66ab44c7655391975d1954d9a3ade7a065587dabeab8fc27407d201","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:13:08.224824Z","signature_b64":"p0vxfNn9fzAPthRgvyGW5KM0VYZg/ahaAOKO+KxjV5/o9gydbVg/anQ/fcO1wyTqE2wqrdVBnZGwDSyDWwkfDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d1dbfa2fc66ab44c7655391975d1954d9a3ade7a065587dabeab8fc27407d201","last_reissued_at":"2026-07-05T07:13:08.224368Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:13:08.224368Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2311.09053","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:13:08Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UPA2BeE38l56gTy/MoNpZeCuo459/sdl6csLuSBusqpQhYv5D2crRohhpyO+qNplKR/wynX6RtcQgQY1gZs1BA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T04:17:32.172055Z"},"content_sha256":"c485b4ecf961284b8eca5fc54e427e0b6f0b39b7e5fdae95e379acb1f1c6ad97","schema_version":"1.0","event_id":"sha256:c485b4ecf961284b8eca5fc54e427e0b6f0b39b7e5fdae95e379acb1f1c6ad97"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:2HN7UL6GNK2EY5SVHEMXLUMVJW","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Assessing Knowledge Editing in Language Models via Relation Perspective","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CL","authors_text":"Fangyu Lei, Huanhuan Ma, Kang Liu, Ran Song, Xiaoyan Yu, Yifan Wei, Yixuan Weng","submitted_at":"2023-11-15T15:44:42Z","abstract_excerpt":"Knowledge Editing (KE) for modifying factual knowledge in Large Language Models (LLMs) has been receiving increasing attention. However, existing knowledge editing methods are entity-centric, and it is unclear whether this approach is suitable for a relation-centric perspective. To address this gap, this paper constructs a new benchmark named RaKE, which focuses on Relation based Knowledge Editing. In this paper, we establish a suite of innovative metrics for evaluation and conduct comprehensive experiments involving various knowledge editing baselines. We notice that existing knowledge editin"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.09053","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2311.09053/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:13:08Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"SsY8tEQ5RltLvQmSxQBVQ+/Rl5ETWPuNZKDBv0mGb3XoHbvVj2ZJu891l1nzMYy9whnK3rwRAzFMLktYBQYsCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T04:17:32.172575Z"},"content_sha256":"b582ce59bf62b2e4ed727f03db019c9137a9b1d1171b5c966f3a1ee9012949ce","schema_version":"1.0","event_id":"sha256:b582ce59bf62b2e4ed727f03db019c9137a9b1d1171b5c966f3a1ee9012949ce"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/2HN7UL6GNK2EY5SVHEMXLUMVJW/bundle.json","state_url":"https://pith.science/pith/2HN7UL6GNK2EY5SVHEMXLUMVJW/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/2HN7UL6GNK2EY5SVHEMXLUMVJW/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-17T04:17:32Z","links":{"resolver":"https://pith.science/pith/2HN7UL6GNK2EY5SVHEMXLUMVJW","bundle":"https://pith.science/pith/2HN7UL6GNK2EY5SVHEMXLUMVJW/bundle.json","state":"https://pith.science/pith/2HN7UL6GNK2EY5SVHEMXLUMVJW/state.json","well_known_bundle":"https://pith.science/.well-known/pith/2HN7UL6GNK2EY5SVHEMXLUMVJW/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:2HN7UL6GNK2EY5SVHEMXLUMVJW","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"2ce93003ed4929b3a6d2463653b98221a5ca1c2cabfe6e036b2e2106c63e70e5","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-11-15T15:44:42Z","title_canon_sha256":"9a9a1351231895c0f615a8d357cc813a4bc3c72240a85d14b45aa0a60aa64c0b"},"schema_version":"1.0","source":{"id":"2311.09053","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2311.09053","created_at":"2026-07-05T07:13:08Z"},{"alias_kind":"arxiv_version","alias_value":"2311.09053v1","created_at":"2026-07-05T07:13:08Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2311.09053","created_at":"2026-07-05T07:13:08Z"},{"alias_kind":"pith_short_12","alias_value":"2HN7UL6GNK2E","created_at":"2026-07-05T07:13:08Z"},{"alias_kind":"pith_short_16","alias_value":"2HN7UL6GNK2EY5SV","created_at":"2026-07-05T07:13:08Z"},{"alias_kind":"pith_short_8","alias_value":"2HN7UL6G","created_at":"2026-07-05T07:13:08Z"}],"graph_snapshots":[{"event_id":"sha256:b582ce59bf62b2e4ed727f03db019c9137a9b1d1171b5c966f3a1ee9012949ce","target":"graph","created_at":"2026-07-05T07:13:08Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2311.09053/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Knowledge Editing (KE) for modifying factual knowledge in Large Language Models (LLMs) has been receiving increasing attention. However, existing knowledge editing methods are entity-centric, and it is unclear whether this approach is suitable for a relation-centric perspective. To address this gap, this paper constructs a new benchmark named RaKE, which focuses on Relation based Knowledge Editing. In this paper, we establish a suite of innovative metrics for evaluation and conduct comprehensive experiments involving various knowledge editing baselines. We notice that existing knowledge editin","authors_text":"Fangyu Lei, Huanhuan Ma, Kang Liu, Ran Song, Xiaoyan Yu, Yifan Wei, Yixuan Weng","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-11-15T15:44:42Z","title":"Assessing Knowledge Editing in Language Models via Relation Perspective"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2311.09053","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:c485b4ecf961284b8eca5fc54e427e0b6f0b39b7e5fdae95e379acb1f1c6ad97","target":"record","created_at":"2026-07-05T07:13:08Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"2ce93003ed4929b3a6d2463653b98221a5ca1c2cabfe6e036b2e2106c63e70e5","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2023-11-15T15:44:42Z","title_canon_sha256":"9a9a1351231895c0f615a8d357cc813a4bc3c72240a85d14b45aa0a60aa64c0b"},"schema_version":"1.0","source":{"id":"2311.09053","kind":"arxiv","version":1}},"canonical_sha256":"d1dbfa2fc66ab44c7655391975d1954d9a3ade7a065587dabeab8fc27407d201","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d1dbfa2fc66ab44c7655391975d1954d9a3ade7a065587dabeab8fc27407d201","first_computed_at":"2026-07-05T07:13:08.224368Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:13:08.224368Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"p0vxfNn9fzAPthRgvyGW5KM0VYZg/ahaAOKO+KxjV5/o9gydbVg/anQ/fcO1wyTqE2wqrdVBnZGwDSyDWwkfDA==","signature_status":"signed_v1","signed_at":"2026-07-05T07:13:08.224824Z","signed_message":"canonical_sha256_bytes"},"source_id":"2311.09053","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c485b4ecf961284b8eca5fc54e427e0b6f0b39b7e5fdae95e379acb1f1c6ad97","sha256:b582ce59bf62b2e4ed727f03db019c9137a9b1d1171b5c966f3a1ee9012949ce"],"state_sha256":"87a93c2d8fab0ed5921fdd1f3ee4f972e99c6717a4b2cde6929ed7830f1d85a7"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+nAniPKgkOH7Lak47jQc2f2Xqjy/5fyI5vZMvSd4fp5S6v/qDVaFDEWpTM9gXJEzz0Py7ZKh9+GGuiIwQfMvAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-17T04:17:32.177352Z","bundle_sha256":"15984c45c35db84599e5bb10c30c3d07df4e72d69e832c062e00641d68012b92"}}