{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:SWK6OKLSZWXJBMUKFE4LIJSZVU","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":"db139d164e65d4ca222fd58622c06ac2c2e180de1db52d4c7532582e0b0abab2","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-06-08T10:30:36Z","title_canon_sha256":"fccbfbb7fc4f5b415e96273564d41c161a4e36a93fb13a2ad542e12236bc1bc7"},"schema_version":"1.0","source":{"id":"2506.07075","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.07075","created_at":"2026-07-05T11:18:00Z"},{"alias_kind":"arxiv_version","alias_value":"2506.07075v1","created_at":"2026-07-05T11:18:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.07075","created_at":"2026-07-05T11:18:00Z"},{"alias_kind":"pith_short_12","alias_value":"SWK6OKLSZWXJ","created_at":"2026-07-05T11:18:00Z"},{"alias_kind":"pith_short_16","alias_value":"SWK6OKLSZWXJBMUK","created_at":"2026-07-05T11:18:00Z"},{"alias_kind":"pith_short_8","alias_value":"SWK6OKLS","created_at":"2026-07-05T11:18:00Z"}],"graph_snapshots":[{"event_id":"sha256:84b513d606979fab32edd9eb49bb18ea47ce6a3f43c65caca6d53c1c6ecfe5e9","target":"graph","created_at":"2026-07-05T11:18:00Z","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/2506.07075/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The growing complexity of factual claims in real-world scenarios presents significant challenges for automated fact verification systems, particularly in accurately aggregating and reasoning over multi-hop evidence. Existing approaches often rely on static or shallow models that fail to capture the evolving structure of reasoning paths, leading to fragmented retrieval and limited interpretability. To address these issues, we propose a Structural Reasoning framework for Multi-hop Fact Verification that explicitly models reasoning paths as structured graphs throughout both evidence retrieval and","authors_text":"Chaozhuo Li, Haoran Jia, Liwen Zheng, Xi Zhang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-06-08T10:30:36Z","title":"Reasoning Paths as Signals: Augmenting Multi-hop Fact Verification through Structural Reasoning Progression"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.07075","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":"sha256:4163af3bc0bfe5aaf5399ccff77d5d4e9a1569a3639ab7b6ca1c8245629046e9","target":"record","created_at":"2026-07-05T11:18:00Z","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":"db139d164e65d4ca222fd58622c06ac2c2e180de1db52d4c7532582e0b0abab2","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-06-08T10:30:36Z","title_canon_sha256":"fccbfbb7fc4f5b415e96273564d41c161a4e36a93fb13a2ad542e12236bc1bc7"},"schema_version":"1.0","source":{"id":"2506.07075","kind":"arxiv","version":1}},"canonical_sha256":"9595e72972cdae90b28a2938b42659ad0e36f5e6e65cdabcc6fc57f47a336d5a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9595e72972cdae90b28a2938b42659ad0e36f5e6e65cdabcc6fc57f47a336d5a","first_computed_at":"2026-07-05T11:18:00.836382Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:18:00.836382Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"aQYZ/Qa5UfYbfddBgttDrNarAHtas92opsu9KdV75A4s80L+BdxGmiH51oihyGfwoJ2VTtVVPfrvn8Iz2HbwAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:18:00.836977Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.07075","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4163af3bc0bfe5aaf5399ccff77d5d4e9a1569a3639ab7b6ca1c8245629046e9","sha256:84b513d606979fab32edd9eb49bb18ea47ce6a3f43c65caca6d53c1c6ecfe5e9"],"state_sha256":"9597d08c698040e3308e90b1fa9a5ea6e1a8ee9af08f475f0f8deb052ae71bb0"}