{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:G45ZXSGOVLKTRRTCF63UK7OETP","short_pith_number":"pith:G45ZXSGO","schema_version":"1.0","canonical_sha256":"373b9bc8ceaad538c6622fb7457dc49bdecd5abbd10e05d7b4fb6308ba63407d","source":{"kind":"arxiv","id":"2605.29928","version":1},"attestation_state":"computed","paper":{"title":"Label Over Logic? How Source Cues Bias Human Fallacy Judgments More Than LLMs","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.HC","authors_text":"Aiping Xiong, Dongwon Lee, Mahjabin Nahar, Nafis Irtiza Tripto, Ting-Hao `Kenneth' Huang","submitted_at":"2026-05-28T13:41:43Z","abstract_excerpt":"As AI-generated and AI-assisted content floods online spaces, source labels attached to such content can distort human reasoning judgments, with downstream consequences for moderation, evaluation, and decision-making. Whether LLMs share this vulnerability, or offer more source-agnostic evaluation, remains an open question with direct implications for human-AI collaboration. We examine this issue using logical fallacies as a controlled setting to isolate source-label effects on reasoning quality, independent of domain knowledge. We conduct an online study (N=505) where participants are assigned"},"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":"2605.29928","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2026-05-28T13:41:43Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"17da8344ad0700e8ff299a16263719b8f3328666cb2d48080f71f72d186a7cb3","abstract_canon_sha256":"051b29eb91164cb3ea2a5967097438d990c7a18b680414fac826e6a27817412c"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-29T02:06:01.328227Z","signature_b64":"ozKhXiF3J4TeSFO93n37LegxmW+Y7CO78yLT1NMGOv2sD8GgJF1gd0uyFeCzwZ8S1d2wkvkBfLNM9SHjahTUBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"373b9bc8ceaad538c6622fb7457dc49bdecd5abbd10e05d7b4fb6308ba63407d","last_reissued_at":"2026-05-29T02:06:01.327636Z","signature_status":"signed_v1","first_computed_at":"2026-05-29T02:06:01.327636Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Label Over Logic? How Source Cues Bias Human Fallacy Judgments More Than LLMs","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.HC","authors_text":"Aiping Xiong, Dongwon Lee, Mahjabin Nahar, Nafis Irtiza Tripto, Ting-Hao `Kenneth' Huang","submitted_at":"2026-05-28T13:41:43Z","abstract_excerpt":"As AI-generated and AI-assisted content floods online spaces, source labels attached to such content can distort human reasoning judgments, with downstream consequences for moderation, evaluation, and decision-making. Whether LLMs share this vulnerability, or offer more source-agnostic evaluation, remains an open question with direct implications for human-AI collaboration. We examine this issue using logical fallacies as a controlled setting to isolate source-label effects on reasoning quality, independent of domain knowledge. We conduct an online study (N=505) where participants are assigned"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.29928","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/2605.29928/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":"2605.29928","created_at":"2026-05-29T02:06:01.327738+00:00"},{"alias_kind":"arxiv_version","alias_value":"2605.29928v1","created_at":"2026-05-29T02:06:01.327738+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.29928","created_at":"2026-05-29T02:06:01.327738+00:00"},{"alias_kind":"pith_short_12","alias_value":"G45ZXSGOVLKT","created_at":"2026-05-29T02:06:01.327738+00:00"},{"alias_kind":"pith_short_16","alias_value":"G45ZXSGOVLKTRRTC","created_at":"2026-05-29T02:06:01.327738+00:00"},{"alias_kind":"pith_short_8","alias_value":"G45ZXSGO","created_at":"2026-05-29T02:06:01.327738+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/G45ZXSGOVLKTRRTCF63UK7OETP","json":"https://pith.science/pith/G45ZXSGOVLKTRRTCF63UK7OETP.json","graph_json":"https://pith.science/api/pith-number/G45ZXSGOVLKTRRTCF63UK7OETP/graph.json","events_json":"https://pith.science/api/pith-number/G45ZXSGOVLKTRRTCF63UK7OETP/events.json","paper":"https://pith.science/paper/G45ZXSGO"},"agent_actions":{"view_html":"https://pith.science/pith/G45ZXSGOVLKTRRTCF63UK7OETP","download_json":"https://pith.science/pith/G45ZXSGOVLKTRRTCF63UK7OETP.json","view_paper":"https://pith.science/paper/G45ZXSGO","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2605.29928&json=true","fetch_graph":"https://pith.science/api/pith-number/G45ZXSGOVLKTRRTCF63UK7OETP/graph.json","fetch_events":"https://pith.science/api/pith-number/G45ZXSGOVLKTRRTCF63UK7OETP/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/G45ZXSGOVLKTRRTCF63UK7OETP/action/timestamp_anchor","attest_storage":"https://pith.science/pith/G45ZXSGOVLKTRRTCF63UK7OETP/action/storage_attestation","attest_author":"https://pith.science/pith/G45ZXSGOVLKTRRTCF63UK7OETP/action/author_attestation","sign_citation":"https://pith.science/pith/G45ZXSGOVLKTRRTCF63UK7OETP/action/citation_signature","submit_replication":"https://pith.science/pith/G45ZXSGOVLKTRRTCF63UK7OETP/action/replication_record"}},"created_at":"2026-05-29T02:06:01.327738+00:00","updated_at":"2026-05-29T02:06:01.327738+00:00"}