{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:YRCDW77HBJA26XVOWHDI76TCKB","short_pith_number":"pith:YRCDW77H","canonical_record":{"source":{"id":"2504.14905","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-04-21T07:20:31Z","cross_cats_sorted":[],"title_canon_sha256":"60a2239a08d6fd9ef71911863006b9755dd94e52ce42a93a638288dc2964200e","abstract_canon_sha256":"5b070d04e80d71d36dbdef59b7dc4a94f7e479f9aef4a7e7dbe8b5fefae7585b"},"schema_version":"1.0"},"canonical_sha256":"c4443b7fe70a41af5eaeb1c68ffa6250775f9ea6a4d1916bb7b07861170c3d2e","source":{"kind":"arxiv","id":"2504.14905","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.14905","created_at":"2026-07-05T10:51:52Z"},{"alias_kind":"arxiv_version","alias_value":"2504.14905v1","created_at":"2026-07-05T10:51:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.14905","created_at":"2026-07-05T10:51:52Z"},{"alias_kind":"pith_short_12","alias_value":"YRCDW77HBJA2","created_at":"2026-07-05T10:51:52Z"},{"alias_kind":"pith_short_16","alias_value":"YRCDW77HBJA26XVO","created_at":"2026-07-05T10:51:52Z"},{"alias_kind":"pith_short_8","alias_value":"YRCDW77H","created_at":"2026-07-05T10:51:52Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:YRCDW77HBJA26XVOWHDI76TCKB","target":"record","payload":{"canonical_record":{"source":{"id":"2504.14905","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-04-21T07:20:31Z","cross_cats_sorted":[],"title_canon_sha256":"60a2239a08d6fd9ef71911863006b9755dd94e52ce42a93a638288dc2964200e","abstract_canon_sha256":"5b070d04e80d71d36dbdef59b7dc4a94f7e479f9aef4a7e7dbe8b5fefae7585b"},"schema_version":"1.0"},"canonical_sha256":"c4443b7fe70a41af5eaeb1c68ffa6250775f9ea6a4d1916bb7b07861170c3d2e","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:51:52.896295Z","signature_b64":"uvHAKYMAak22HsrPy2Td0mal1t3hBCv39TnFqgjGYlrSs87ssonJ0vBXlVtWpgk7cl03h5u6l1spv8whfRFJAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"c4443b7fe70a41af5eaeb1c68ffa6250775f9ea6a4d1916bb7b07861170c3d2e","last_reissued_at":"2026-07-05T10:51:52.895520Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:51:52.895520Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2504.14905","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":"2026-07-05T10:51:52Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"s6NbDoCucG8Rlf9oi7Zu1CVJSX0cDEN/UJtCYzwkCKx+mDZFKhE8X0wrOSPunTwreAU9n9QcpRz2eZYgyhYeAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T19:29:42.563427Z"},"content_sha256":"c6fb7d171e89709b7e95df64b4c85e4d4d238fd0c39bafc2c4be7c68136943cb","schema_version":"1.0","event_id":"sha256:c6fb7d171e89709b7e95df64b4c85e4d4d238fd0c39bafc2c4be7c68136943cb"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:YRCDW77HBJA26XVOWHDI76TCKB","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Li Pan, Peng Wu, Xiaoliang Liu, Yingming Zheng","submitted_at":"2025-04-21T07:20:31Z","abstract_excerpt":"The rapid spread of misinformation, driven by digital media and AI-generated content, has made automatic claim verification essential. Traditional methods, which depend on expert-annotated evidence, are labor-intensive and not scalable. Although recent automated systems have improved, they still struggle with complex claims that require nuanced reasoning. To address this, we propose CRAVE, a Conflicting Reasoning Approach for explainable claim VErification, that verify the complex claims based on the conflicting rationales reasoned by large language models (LLMs). Specifically, CRAVE introduce"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.14905","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/2504.14905/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":"2026-07-05T10:51:52Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"aaev8w5VHngY1A+kJaygxktOieX3ADTbJPtgb7YE/ZUl8IwTjrXtdJR+EBWTjYphqMoN7Cv7W27ijRKAXVY8DA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T19:29:42.563975Z"},"content_sha256":"567c019074b13341481be14c8505fbf273a79e5f12f603e0867687040538ce31","schema_version":"1.0","event_id":"sha256:567c019074b13341481be14c8505fbf273a79e5f12f603e0867687040538ce31"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/YRCDW77HBJA26XVOWHDI76TCKB/bundle.json","state_url":"https://pith.science/pith/YRCDW77HBJA26XVOWHDI76TCKB/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/YRCDW77HBJA26XVOWHDI76TCKB/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":"2026-08-18T19:29:42Z","links":{"resolver":"https://pith.science/pith/YRCDW77HBJA26XVOWHDI76TCKB","bundle":"https://pith.science/pith/YRCDW77HBJA26XVOWHDI76TCKB/bundle.json","state":"https://pith.science/pith/YRCDW77HBJA26XVOWHDI76TCKB/state.json","well_known_bundle":"https://pith.science/.well-known/pith/YRCDW77HBJA26XVOWHDI76TCKB/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:YRCDW77HBJA26XVOWHDI76TCKB","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":"5b070d04e80d71d36dbdef59b7dc4a94f7e479f9aef4a7e7dbe8b5fefae7585b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-04-21T07:20:31Z","title_canon_sha256":"60a2239a08d6fd9ef71911863006b9755dd94e52ce42a93a638288dc2964200e"},"schema_version":"1.0","source":{"id":"2504.14905","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.14905","created_at":"2026-07-05T10:51:52Z"},{"alias_kind":"arxiv_version","alias_value":"2504.14905v1","created_at":"2026-07-05T10:51:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.14905","created_at":"2026-07-05T10:51:52Z"},{"alias_kind":"pith_short_12","alias_value":"YRCDW77HBJA2","created_at":"2026-07-05T10:51:52Z"},{"alias_kind":"pith_short_16","alias_value":"YRCDW77HBJA26XVO","created_at":"2026-07-05T10:51:52Z"},{"alias_kind":"pith_short_8","alias_value":"YRCDW77H","created_at":"2026-07-05T10:51:52Z"}],"graph_snapshots":[{"event_id":"sha256:567c019074b13341481be14c8505fbf273a79e5f12f603e0867687040538ce31","target":"graph","created_at":"2026-07-05T10:51:52Z","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/2504.14905/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The rapid spread of misinformation, driven by digital media and AI-generated content, has made automatic claim verification essential. Traditional methods, which depend on expert-annotated evidence, are labor-intensive and not scalable. Although recent automated systems have improved, they still struggle with complex claims that require nuanced reasoning. To address this, we propose CRAVE, a Conflicting Reasoning Approach for explainable claim VErification, that verify the complex claims based on the conflicting rationales reasoned by large language models (LLMs). Specifically, CRAVE introduce","authors_text":"Li Pan, Peng Wu, Xiaoliang Liu, Yingming Zheng","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-04-21T07:20:31Z","title":"CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.14905","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:c6fb7d171e89709b7e95df64b4c85e4d4d238fd0c39bafc2c4be7c68136943cb","target":"record","created_at":"2026-07-05T10:51:52Z","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":"5b070d04e80d71d36dbdef59b7dc4a94f7e479f9aef4a7e7dbe8b5fefae7585b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-04-21T07:20:31Z","title_canon_sha256":"60a2239a08d6fd9ef71911863006b9755dd94e52ce42a93a638288dc2964200e"},"schema_version":"1.0","source":{"id":"2504.14905","kind":"arxiv","version":1}},"canonical_sha256":"c4443b7fe70a41af5eaeb1c68ffa6250775f9ea6a4d1916bb7b07861170c3d2e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c4443b7fe70a41af5eaeb1c68ffa6250775f9ea6a4d1916bb7b07861170c3d2e","first_computed_at":"2026-07-05T10:51:52.895520Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:51:52.895520Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"uvHAKYMAak22HsrPy2Td0mal1t3hBCv39TnFqgjGYlrSs87ssonJ0vBXlVtWpgk7cl03h5u6l1spv8whfRFJAw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:51:52.896295Z","signed_message":"canonical_sha256_bytes"},"source_id":"2504.14905","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c6fb7d171e89709b7e95df64b4c85e4d4d238fd0c39bafc2c4be7c68136943cb","sha256:567c019074b13341481be14c8505fbf273a79e5f12f603e0867687040538ce31"],"state_sha256":"5dc82afa35eb24c236a12defae8f121050a5da7ea22b943c87da5444c88b4ffa"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"FmgyM0yhvku0ki1uN2iymX2fvMlY7tZ9FBFYLOn6C4Sxb7o7foTgdyWgXQgRb9Uds/3x9jRtmPchI6DiqoClBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-18T19:29:42.569806Z","bundle_sha256":"dfc8ffc0b6bbaaab50cecebe45b04fe13b23320bdc95e8e0f47d03788dd4d9db"}}