{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:CYJVJAOZYXW44JOQWNORCYVOVM","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":"bbc716579ef3482e759ba77fdae0018c75b5879b8df0980fe323f0317f0cf42b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2025-08-25T20:34:59Z","title_canon_sha256":"18f94d7463fea7d95b525c7d29c71a3ea923550b25e646bf9feec95910c686d8"},"schema_version":"1.0","source":{"id":"2508.18466","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.18466","created_at":"2026-07-05T11:59:24Z"},{"alias_kind":"arxiv_version","alias_value":"2508.18466v1","created_at":"2026-07-05T11:59:24Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.18466","created_at":"2026-07-05T11:59:24Z"},{"alias_kind":"pith_short_12","alias_value":"CYJVJAOZYXW4","created_at":"2026-07-05T11:59:24Z"},{"alias_kind":"pith_short_16","alias_value":"CYJVJAOZYXW44JOQ","created_at":"2026-07-05T11:59:24Z"},{"alias_kind":"pith_short_8","alias_value":"CYJVJAOZ","created_at":"2026-07-05T11:59:24Z"}],"graph_snapshots":[{"event_id":"sha256:f629f3ccb7801a62b599e04d299f24c6eefd22cd69e1b092b4fe6d06ca0405a1","target":"graph","created_at":"2026-07-05T11:59:24Z","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/2508.18466/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Imagine a language with masculine, feminine, and neuter grammatical genders, yet, due to historical and political conventions, masculine forms are predominantly used to refer to men, women and mixed-gender groups. This is the reality of contemporary Polish. A social consequence of this unfair linguistic system is that large language models (LLMs) trained on Polish texts inherit and reinforce this masculine bias, generating gender-imbalanced outputs. This study addresses this issue by tuning LLMs using the IPIS dataset, a collection of human-crafted gender-inclusive proofreading in Polish and P","authors_text":"Alina Wr\\'oblewska, Bartosz \\.Zuk","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2025-08-25T20:34:59Z","title":"Integrating gender inclusivity into large language models via instruction tuning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.18466","kind":"arxiv","version":1},"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:cfd50619dfdae9fa09f3a62717186bf1e058addd31b7ed21d0a63d922ae6f65c","target":"record","created_at":"2026-07-05T11:59:24Z","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":"bbc716579ef3482e759ba77fdae0018c75b5879b8df0980fe323f0317f0cf42b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2025-08-25T20:34:59Z","title_canon_sha256":"18f94d7463fea7d95b525c7d29c71a3ea923550b25e646bf9feec95910c686d8"},"schema_version":"1.0","source":{"id":"2508.18466","kind":"arxiv","version":1}},"canonical_sha256":"16135481d9c5edce25d0b35d1162aeab19d4daaafed39921ba299e3c4b4bb0bf","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"16135481d9c5edce25d0b35d1162aeab19d4daaafed39921ba299e3c4b4bb0bf","first_computed_at":"2026-07-05T11:59:24.964604Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:59:24.964604Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"GYVXW0Ycz7IUG/LaGO6fK1UUyLTtkkmjiN7eFNWOKxZBSUvL5bZyXIiug49ZrjQzcvoIKO1r5IblSisaFa4vBg==","signature_status":"signed_v1","signed_at":"2026-07-05T11:59:24.965049Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.18466","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cfd50619dfdae9fa09f3a62717186bf1e058addd31b7ed21d0a63d922ae6f65c","sha256:f629f3ccb7801a62b599e04d299f24c6eefd22cd69e1b092b4fe6d06ca0405a1"],"state_sha256":"59e18c39ac54d5ac5fd9fe113362833585a29339a92e58fc14cc071358aa8f83"}