{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:WTLS2N3AOGOUZYK2XA44UQDZPS","short_pith_number":"pith:WTLS2N3A","schema_version":"1.0","canonical_sha256":"b4d72d3760719d4ce15ab839ca40797c94d0c4d129de36e78c77652d65a2a0bd","source":{"kind":"arxiv","id":"2607.08515","version":1},"attestation_state":"computed","paper":{"title":"Beyond wheelchairs and blindfolds: Investigating disability stereotypes in T2I models with INCLUDE-BENCH","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Albert Gatt, Judith Masthoff, Sophia Lichtenberg","submitted_at":"2026-07-09T14:10:29Z","abstract_excerpt":"Text-to-image (T2I) models have been shown to exhibit social biases. Prior work has mainly focused on gender, skin tone, and cultural representation within restricted occupational associations, and emerging benchmarks increasingly incorporate these dimensions. However, disability remains systematically underexplored. Current evaluation practices often fail to align with sociologically grounded definitions of stereotyping, limiting principled assessment of representational harms toward people with disabilities (PWD). To address this, we introduce INCLUDE-BENCH, the first large-scale benchmark f"},"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":"2607.08515","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-09T14:10:29Z","cross_cats_sorted":[],"title_canon_sha256":"0bd705f29188cc3b018357984e917fc9f8d8b5a5b5c76601cc9ffda5fc2a5aaf","abstract_canon_sha256":"e19ca51608bfeb80fd55f58807dc8b1f14a79f8eb75d7333b0d81d814ba95a59"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-10T01:19:52.612682Z","signature_b64":"OV6WG6/Fmk0NBWXo41olQSRy52I+23SNsJZ5Aqp+FrFJfpq4RV+6ZrLk3gLLQ8lu7L2ifwsT1pswB1gz9cxxBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b4d72d3760719d4ce15ab839ca40797c94d0c4d129de36e78c77652d65a2a0bd","last_reissued_at":"2026-07-10T01:19:52.612260Z","signature_status":"signed_v1","first_computed_at":"2026-07-10T01:19:52.612260Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Beyond wheelchairs and blindfolds: Investigating disability stereotypes in T2I models with INCLUDE-BENCH","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Albert Gatt, Judith Masthoff, Sophia Lichtenberg","submitted_at":"2026-07-09T14:10:29Z","abstract_excerpt":"Text-to-image (T2I) models have been shown to exhibit social biases. Prior work has mainly focused on gender, skin tone, and cultural representation within restricted occupational associations, and emerging benchmarks increasingly incorporate these dimensions. However, disability remains systematically underexplored. Current evaluation practices often fail to align with sociologically grounded definitions of stereotyping, limiting principled assessment of representational harms toward people with disabilities (PWD). To address this, we introduce INCLUDE-BENCH, the first large-scale benchmark f"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.08515","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/2607.08515/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":"2607.08515","created_at":"2026-07-10T01:19:52.612325+00:00"},{"alias_kind":"arxiv_version","alias_value":"2607.08515v1","created_at":"2026-07-10T01:19:52.612325+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.08515","created_at":"2026-07-10T01:19:52.612325+00:00"},{"alias_kind":"pith_short_12","alias_value":"WTLS2N3AOGOU","created_at":"2026-07-10T01:19:52.612325+00:00"},{"alias_kind":"pith_short_16","alias_value":"WTLS2N3AOGOUZYK2","created_at":"2026-07-10T01:19:52.612325+00:00"},{"alias_kind":"pith_short_8","alias_value":"WTLS2N3A","created_at":"2026-07-10T01:19:52.612325+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/WTLS2N3AOGOUZYK2XA44UQDZPS","json":"https://pith.science/pith/WTLS2N3AOGOUZYK2XA44UQDZPS.json","graph_json":"https://pith.science/api/pith-number/WTLS2N3AOGOUZYK2XA44UQDZPS/graph.json","events_json":"https://pith.science/api/pith-number/WTLS2N3AOGOUZYK2XA44UQDZPS/events.json","paper":"https://pith.science/paper/WTLS2N3A"},"agent_actions":{"view_html":"https://pith.science/pith/WTLS2N3AOGOUZYK2XA44UQDZPS","download_json":"https://pith.science/pith/WTLS2N3AOGOUZYK2XA44UQDZPS.json","view_paper":"https://pith.science/paper/WTLS2N3A","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2607.08515&json=true","fetch_graph":"https://pith.science/api/pith-number/WTLS2N3AOGOUZYK2XA44UQDZPS/graph.json","fetch_events":"https://pith.science/api/pith-number/WTLS2N3AOGOUZYK2XA44UQDZPS/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/WTLS2N3AOGOUZYK2XA44UQDZPS/action/timestamp_anchor","attest_storage":"https://pith.science/pith/WTLS2N3AOGOUZYK2XA44UQDZPS/action/storage_attestation","attest_author":"https://pith.science/pith/WTLS2N3AOGOUZYK2XA44UQDZPS/action/author_attestation","sign_citation":"https://pith.science/pith/WTLS2N3AOGOUZYK2XA44UQDZPS/action/citation_signature","submit_replication":"https://pith.science/pith/WTLS2N3AOGOUZYK2XA44UQDZPS/action/replication_record"}},"created_at":"2026-07-10T01:19:52.612325+00:00","updated_at":"2026-07-10T01:19:52.612325+00:00"}