{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:FYKW3WDIJ3QOZGJTCB3FIP33J2","short_pith_number":"pith:FYKW3WDI","schema_version":"1.0","canonical_sha256":"2e156dd8684ee0ec99331076543f7b4ea0345a2d7283dde9eecd08d4c28fc456","source":{"kind":"arxiv","id":"2502.11995","version":2},"attestation_state":"computed","paper":{"title":"Presumed Cultural Identity: How Names Shape LLM Responses","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CL","authors_text":"Arnav Arora, Isabelle Augenstein, Lucie-Aim\\'ee Kaffee, Siddhesh Pawar","submitted_at":"2025-02-17T16:35:15Z","abstract_excerpt":"Names are deeply tied to human identity. They can serve as markers of individuality, cultural heritage, and personal history. However, using names as a core indicator of identity can lead to over-simplification of complex identities. When interacting with LLMs, user names are an important point of information for personalisation. Names can enter chatbot conversations through direct user input (requested by chatbots), as part of task contexts such as CV reviews, or as built-in memory features that store user information for personalisation. We study biases associated with names by measuring cul"},"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":"2502.11995","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2025-02-17T16:35:15Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"36de2c6a6c3752e402c2d33fe81f164215f374c08b874f346c791bc8b75bef7b","abstract_canon_sha256":"ef21fcb766e7d2d4edb9416fe36c8a4e850c1c55e9bb5c923fc0ca01cb3f48a5"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:27:25.300668Z","signature_b64":"N6+MY/TirMKNF/SXH6f9CxdLOqpHUa1AOSaWjjEV/lQmduFPnTsUOcE3gpAQd85kCEwObrBYcEziP39GVFQ7Bg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2e156dd8684ee0ec99331076543f7b4ea0345a2d7283dde9eecd08d4c28fc456","last_reissued_at":"2026-07-05T10:27:25.300173Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:27:25.300173Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Presumed Cultural Identity: How Names Shape LLM Responses","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CL","authors_text":"Arnav Arora, Isabelle Augenstein, Lucie-Aim\\'ee Kaffee, Siddhesh Pawar","submitted_at":"2025-02-17T16:35:15Z","abstract_excerpt":"Names are deeply tied to human identity. They can serve as markers of individuality, cultural heritage, and personal history. However, using names as a core indicator of identity can lead to over-simplification of complex identities. When interacting with LLMs, user names are an important point of information for personalisation. Names can enter chatbot conversations through direct user input (requested by chatbots), as part of task contexts such as CV reviews, or as built-in memory features that store user information for personalisation. We study biases associated with names by measuring cul"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.11995","kind":"arxiv","version":2},"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/2502.11995/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":"2502.11995","created_at":"2026-07-05T10:27:25.300229+00:00"},{"alias_kind":"arxiv_version","alias_value":"2502.11995v2","created_at":"2026-07-05T10:27:25.300229+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.11995","created_at":"2026-07-05T10:27:25.300229+00:00"},{"alias_kind":"pith_short_12","alias_value":"FYKW3WDIJ3QO","created_at":"2026-07-05T10:27:25.300229+00:00"},{"alias_kind":"pith_short_16","alias_value":"FYKW3WDIJ3QOZGJT","created_at":"2026-07-05T10:27:25.300229+00:00"},{"alias_kind":"pith_short_8","alias_value":"FYKW3WDI","created_at":"2026-07-05T10:27:25.300229+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/FYKW3WDIJ3QOZGJTCB3FIP33J2","json":"https://pith.science/pith/FYKW3WDIJ3QOZGJTCB3FIP33J2.json","graph_json":"https://pith.science/api/pith-number/FYKW3WDIJ3QOZGJTCB3FIP33J2/graph.json","events_json":"https://pith.science/api/pith-number/FYKW3WDIJ3QOZGJTCB3FIP33J2/events.json","paper":"https://pith.science/paper/FYKW3WDI"},"agent_actions":{"view_html":"https://pith.science/pith/FYKW3WDIJ3QOZGJTCB3FIP33J2","download_json":"https://pith.science/pith/FYKW3WDIJ3QOZGJTCB3FIP33J2.json","view_paper":"https://pith.science/paper/FYKW3WDI","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2502.11995&json=true","fetch_graph":"https://pith.science/api/pith-number/FYKW3WDIJ3QOZGJTCB3FIP33J2/graph.json","fetch_events":"https://pith.science/api/pith-number/FYKW3WDIJ3QOZGJTCB3FIP33J2/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/FYKW3WDIJ3QOZGJTCB3FIP33J2/action/timestamp_anchor","attest_storage":"https://pith.science/pith/FYKW3WDIJ3QOZGJTCB3FIP33J2/action/storage_attestation","attest_author":"https://pith.science/pith/FYKW3WDIJ3QOZGJTCB3FIP33J2/action/author_attestation","sign_citation":"https://pith.science/pith/FYKW3WDIJ3QOZGJTCB3FIP33J2/action/citation_signature","submit_replication":"https://pith.science/pith/FYKW3WDIJ3QOZGJTCB3FIP33J2/action/replication_record"}},"created_at":"2026-07-05T10:27:25.300229+00:00","updated_at":"2026-07-05T10:27:25.300229+00:00"}