{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:CLI7UTOFPULFALG64AOKKH77DS","short_pith_number":"pith:CLI7UTOF","schema_version":"1.0","canonical_sha256":"12d1fa4dc57d16502cdee01ca51fff1caebc87203c9c96632c456987363896d1","source":{"kind":"arxiv","id":"2502.05650","version":1},"attestation_state":"computed","paper":{"title":"Incongruence Identification in Eyewitness Testimony","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Akshara Nair, Md Shad Akhtar, Zeba Afroz","submitted_at":"2025-02-08T17:51:57Z","abstract_excerpt":"Incongruence detection in eyewitness narratives is critical for understanding the reliability of testimonies, yet traditional approaches often fail to address the nuanced inconsistencies inherent in such accounts. In this paper, we introduce a novel task of incongruence detection in eyewitness testimonies. Given a pair of testimonies containing of multiple pairs of question and answer by two subjects, we identify contextually related incongruence between the two subjects. We also mark the span of incongruences in the utterances. To achieve this, we developed MIND(MultI-EyewitNess Deception) - "},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2502.05650","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2025-02-08T17:51:57Z","cross_cats_sorted":[],"title_canon_sha256":"e9efb33c2f7f42011b615f151f826d5d5795bf4d6d2a210448ae74407fc0538d","abstract_canon_sha256":"310ac63f15531caeb94875b35b546002e58c982994b3d373d4f1c612da759908"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:11:41.111816Z","signature_b64":"918VVTkaRxIpYyE4gQlYgfhhZQXCyuxbS4H1FEAC/DC5KmIuL8LVzG6IJgegMPE8lrZmp8qC/Luq65vR4PeYCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"12d1fa4dc57d16502cdee01ca51fff1caebc87203c9c96632c456987363896d1","last_reissued_at":"2026-07-05T10:11:41.111372Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:11:41.111372Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Incongruence Identification in Eyewitness Testimony","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Akshara Nair, Md Shad Akhtar, Zeba Afroz","submitted_at":"2025-02-08T17:51:57Z","abstract_excerpt":"Incongruence detection in eyewitness narratives is critical for understanding the reliability of testimonies, yet traditional approaches often fail to address the nuanced inconsistencies inherent in such accounts. In this paper, we introduce a novel task of incongruence detection in eyewitness testimonies. Given a pair of testimonies containing of multiple pairs of question and answer by two subjects, we identify contextually related incongruence between the two subjects. We also mark the span of incongruences in the utterances. To achieve this, we developed MIND(MultI-EyewitNess Deception) - "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.05650","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/2502.05650/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2502.05650","created_at":"2026-07-05T10:11:41.111426+00:00"},{"alias_kind":"arxiv_version","alias_value":"2502.05650v1","created_at":"2026-07-05T10:11:41.111426+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.05650","created_at":"2026-07-05T10:11:41.111426+00:00"},{"alias_kind":"pith_short_12","alias_value":"CLI7UTOFPULF","created_at":"2026-07-05T10:11:41.111426+00:00"},{"alias_kind":"pith_short_16","alias_value":"CLI7UTOFPULFALG6","created_at":"2026-07-05T10:11:41.111426+00:00"},{"alias_kind":"pith_short_8","alias_value":"CLI7UTOF","created_at":"2026-07-05T10:11:41.111426+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/CLI7UTOFPULFALG64AOKKH77DS","json":"https://pith.science/pith/CLI7UTOFPULFALG64AOKKH77DS.json","graph_json":"https://pith.science/api/pith-number/CLI7UTOFPULFALG64AOKKH77DS/graph.json","events_json":"https://pith.science/api/pith-number/CLI7UTOFPULFALG64AOKKH77DS/events.json","paper":"https://pith.science/paper/CLI7UTOF"},"agent_actions":{"view_html":"https://pith.science/pith/CLI7UTOFPULFALG64AOKKH77DS","download_json":"https://pith.science/pith/CLI7UTOFPULFALG64AOKKH77DS.json","view_paper":"https://pith.science/paper/CLI7UTOF","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2502.05650&json=true","fetch_graph":"https://pith.science/api/pith-number/CLI7UTOFPULFALG64AOKKH77DS/graph.json","fetch_events":"https://pith.science/api/pith-number/CLI7UTOFPULFALG64AOKKH77DS/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/CLI7UTOFPULFALG64AOKKH77DS/action/timestamp_anchor","attest_storage":"https://pith.science/pith/CLI7UTOFPULFALG64AOKKH77DS/action/storage_attestation","attest_author":"https://pith.science/pith/CLI7UTOFPULFALG64AOKKH77DS/action/author_attestation","sign_citation":"https://pith.science/pith/CLI7UTOFPULFALG64AOKKH77DS/action/citation_signature","submit_replication":"https://pith.science/pith/CLI7UTOFPULFALG64AOKKH77DS/action/replication_record"}},"created_at":"2026-07-05T10:11:41.111426+00:00","updated_at":"2026-07-05T10:11:41.111426+00:00"}