{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:HYVNH5CE4VSNATARJ7AQARWSZP","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":"854be6a7597a2714c1e1c31f27a6a4fcf8725b9990835166ea092a9b3b83b8e4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2023-09-29T04:06:10Z","title_canon_sha256":"de5f111c7811ae1fecb309255a154883c5125da30beb2b5f93d78ff478ac08bf"},"schema_version":"1.0","source":{"id":"2310.03131","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.03131","created_at":"2026-07-05T07:00:09Z"},{"alias_kind":"arxiv_version","alias_value":"2310.03131v3","created_at":"2026-07-05T07:00:09Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.03131","created_at":"2026-07-05T07:00:09Z"},{"alias_kind":"pith_short_12","alias_value":"HYVNH5CE4VSN","created_at":"2026-07-05T07:00:09Z"},{"alias_kind":"pith_short_16","alias_value":"HYVNH5CE4VSNATAR","created_at":"2026-07-05T07:00:09Z"},{"alias_kind":"pith_short_8","alias_value":"HYVNH5CE","created_at":"2026-07-05T07:00:09Z"}],"graph_snapshots":[{"event_id":"sha256:774714bd9fd758ade9124cc728d89c4d646f91ab39f7a1ca81645327dcce3c5f","target":"graph","created_at":"2026-07-05T07:00:09Z","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/2310.03131/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The recent criticisms of the robustness of post hoc model approximation explanation methods (like LIME and SHAP) have led to the rise of model-precise abductive explanations. For each data point, abductive explanations provide a minimal subset of features that are sufficient to generate the outcome. While theoretically sound and rigorous, abductive explanations suffer from a major issue -- there can be several valid abductive explanations for the same data point. In such cases, providing a single abductive explanation can be insufficient; on the other hand, providing all valid abductive explan","authors_text":"Elita Lobo, Gagan Biradar, Vignesh Viswanathan, Yacine Izza, Yair Zick","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2023-09-29T04:06:10Z","title":"Axiomatic Aggregations of Abductive Explanations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.03131","kind":"arxiv","version":3},"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":"sha256:5f97319c02e3edcefb7568395344d804f7fb8aa8f5d1e7880c54fbccdac869d8","target":"record","created_at":"2026-07-05T07:00:09Z","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":"854be6a7597a2714c1e1c31f27a6a4fcf8725b9990835166ea092a9b3b83b8e4","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2023-09-29T04:06:10Z","title_canon_sha256":"de5f111c7811ae1fecb309255a154883c5125da30beb2b5f93d78ff478ac08bf"},"schema_version":"1.0","source":{"id":"2310.03131","kind":"arxiv","version":3}},"canonical_sha256":"3e2ad3f444e564d04c114fc10046d2cbcdd6f1a7cf814c2b64a6be19c044f122","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3e2ad3f444e564d04c114fc10046d2cbcdd6f1a7cf814c2b64a6be19c044f122","first_computed_at":"2026-07-05T07:00:09.792011Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:00:09.792011Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"bP027SV4876B3O7Kbn/+o7SSlf/AWCGE8qd8leRqJAuyxmZ5mCVfhTy9LYUXq5/kS2/K5Ib/IGhpW1HPWjF0Bw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:00:09.792459Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.03131","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5f97319c02e3edcefb7568395344d804f7fb8aa8f5d1e7880c54fbccdac869d8","sha256:774714bd9fd758ade9124cc728d89c4d646f91ab39f7a1ca81645327dcce3c5f"],"state_sha256":"90d5b027ef2c797279ada271cdd53a62f6da0aa04de4af96e2cf4910e288a8d6"}