{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:BUQGFFY2TIAE2WLWN5LEGPARZM","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":"5e05620a72dcc91ea874407aecdd9b43fa97bffe64c5ddafb2e5922980f7e201","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-07-02T09:36:54Z","title_canon_sha256":"4695d26be55c159edb12df171f9734c3121340ed279ef974b487a911bb7f858f"},"schema_version":"1.0","source":{"id":"2407.02099","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.02099","created_at":"2026-07-05T11:29:48Z"},{"alias_kind":"arxiv_version","alias_value":"2407.02099v2","created_at":"2026-07-05T11:29:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.02099","created_at":"2026-07-05T11:29:48Z"},{"alias_kind":"pith_short_12","alias_value":"BUQGFFY2TIAE","created_at":"2026-07-05T11:29:48Z"},{"alias_kind":"pith_short_16","alias_value":"BUQGFFY2TIAE2WLW","created_at":"2026-07-05T11:29:48Z"},{"alias_kind":"pith_short_8","alias_value":"BUQGFFY2","created_at":"2026-07-05T11:29:48Z"}],"graph_snapshots":[{"event_id":"sha256:724dfa0aba085b879771c1fdcded7d8430833ca1be2d0400f4b9ff56c47bc703","target":"graph","created_at":"2026-07-05T11:29:48Z","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/2407.02099/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"One way to personalize and steer generations from large language models (LLM) is to assign a persona: a role that describes how the user expects the LLM to behave (e.g., a helpful assistant, a teacher, a woman). This paper investigates how personas affect diverse aspects of model behavior. We assign to seven LLMs 162 personas from 12 categories spanning variables like gender, sexual orientation, and occupation. We prompt them to answer questions from five datasets covering objective (e.g., questions about math and history) and subjective tasks (e.g., questions about beliefs and values). We als","authors_text":"Benjamin Roth, Pedro Henrique Luz de Araujo","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-07-02T09:36:54Z","title":"Helpful assistant or fruitful facilitator? Investigating how personas affect language model behavior"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.02099","kind":"arxiv","version":2},"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":"sha256:78023ef3a8542c0d87b1a069e827d5602923932edf362536cae1641d6db54313","target":"record","created_at":"2026-07-05T11:29:48Z","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":"5e05620a72dcc91ea874407aecdd9b43fa97bffe64c5ddafb2e5922980f7e201","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-07-02T09:36:54Z","title_canon_sha256":"4695d26be55c159edb12df171f9734c3121340ed279ef974b487a911bb7f858f"},"schema_version":"1.0","source":{"id":"2407.02099","kind":"arxiv","version":2}},"canonical_sha256":"0d2062971a9a004d59766f56433c11cb3d88aeb9700a30b01053004a748b6a60","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0d2062971a9a004d59766f56433c11cb3d88aeb9700a30b01053004a748b6a60","first_computed_at":"2026-07-05T11:29:48.693867Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:29:48.693867Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"whysaSq78et1XYJ8+GgXi29+9709bHQ9HXDVbrNXWIaFZf8Zye5Au/UoLnWFzo4j07EXsTnzg0l4j4B63J12AQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:29:48.694345Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.02099","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:78023ef3a8542c0d87b1a069e827d5602923932edf362536cae1641d6db54313","sha256:724dfa0aba085b879771c1fdcded7d8430833ca1be2d0400f4b9ff56c47bc703"],"state_sha256":"c04028c765b573a26f517f519f438fb6fd6e67493d24910686a4b91299b725fc"}