{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:OSTYYOMRHXY3TW4MVIJ3IVDKYH","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":"35d0a83ca6e86015c2fb40c0c72b0ac9a39eb35dc7eae4f33dca5f21d9dc85d5","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-05-24T11:30:00Z","title_canon_sha256":"ae1aa41ec39aae9be49676937fd2ae3179357033d02e05fa663407c3b0c7c606"},"schema_version":"1.0","source":{"id":"2405.15452","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.15452","created_at":"2026-07-05T08:23:24Z"},{"alias_kind":"arxiv_version","alias_value":"2405.15452v2","created_at":"2026-07-05T08:23:24Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.15452","created_at":"2026-07-05T08:23:24Z"},{"alias_kind":"pith_short_12","alias_value":"OSTYYOMRHXY3","created_at":"2026-07-05T08:23:24Z"},{"alias_kind":"pith_short_16","alias_value":"OSTYYOMRHXY3TW4M","created_at":"2026-07-05T08:23:24Z"},{"alias_kind":"pith_short_8","alias_value":"OSTYYOMR","created_at":"2026-07-05T08:23:24Z"}],"graph_snapshots":[{"event_id":"sha256:25f137a63f391f6e0d3275495f46dae2b03566c7e79a9b5e8d75e085287b5e67","target":"graph","created_at":"2026-07-05T08:23:24Z","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/2405.15452/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Multi-hop Question Answering (MQA) under knowledge editing (KE) is a key challenge in Large Language Models (LLMs). While best-performing solutions in this domain use a plan and solve paradigm to split a question into sub-questions followed by response generation, we claim that this approach is sub-optimal as it fails for hard to decompose questions, and it does not explicitly cater to correlated knowledge updates resulting as a consequence of knowledge edits. This has a detrimental impact on the overall consistency of the updated knowledge. To address these issues, in this paper, we propose a","authors_text":"Di Wang, Gang Lin, Haoyang Fei, Ke Xu, Keyuan Cheng, Lijie Hu, Lu Yu, Muhammad Asif Ali, Shu Yang, Yuxuan zhai","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-05-24T11:30:00Z","title":"Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.15452","kind":"arxiv","version":2},"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":"sha256:968a48e168b9cde6cfe922359516885cdb0cde25715fc28914e0345db1bbd3f5","target":"record","created_at":"2026-07-05T08:23:24Z","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":"35d0a83ca6e86015c2fb40c0c72b0ac9a39eb35dc7eae4f33dca5f21d9dc85d5","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-05-24T11:30:00Z","title_canon_sha256":"ae1aa41ec39aae9be49676937fd2ae3179357033d02e05fa663407c3b0c7c606"},"schema_version":"1.0","source":{"id":"2405.15452","kind":"arxiv","version":2}},"canonical_sha256":"74a78c39913df1b9db8caa13b4546ac1e263766898c3e24a1b481d80e3e2ac65","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"74a78c39913df1b9db8caa13b4546ac1e263766898c3e24a1b481d80e3e2ac65","first_computed_at":"2026-07-05T08:23:24.584960Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:23:24.584960Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"MFBYRp03CGFMeSqvxZ79iojRnfmCmbnKGYjxXbaIRWAXY2R5SNm+zom+bbCeMEVWj4VBYr7a/0NZuETBcBOhBA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:23:24.585441Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.15452","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:968a48e168b9cde6cfe922359516885cdb0cde25715fc28914e0345db1bbd3f5","sha256:25f137a63f391f6e0d3275495f46dae2b03566c7e79a9b5e8d75e085287b5e67"],"state_sha256":"eaa35bc69d9b75ae9032366ba1c53b57cf07f57bd1d4623fa6db4bcdae23c227"}