{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:7L426ACJYMQCEVYGOAVRIH72ZK","short_pith_number":"pith:7L426ACJ","schema_version":"1.0","canonical_sha256":"faf9af0049c320225706702b141ffaca9629b235a5c264e5b1a3ca019dbc8e9a","source":{"kind":"arxiv","id":"2404.12335","version":2},"attestation_state":"computed","paper":{"title":"Normative Requirements Operationalization with Large Language Models","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.SE","authors_text":"Ana Cavalcanti, Bev Townsend, Hanne Bartels, Isobel Standen, Lina Marsso, Marsha Chechik, Nick Feng, Radu Calinescu, Reem Ayad, S. Getir Yaman, Vict\\'oria Oldemburgo de Mello, Yesugen Baatartogtokh","submitted_at":"2024-04-18T17:01:34Z","abstract_excerpt":"Normative non-functional requirements specify constraints that a system must observe in order to avoid violations of social, legal, ethical, empathetic, and cultural norms. As these requirements are typically defined by non-technical system stakeholders with different expertise and priorities (ethicists, lawyers, social scientists, etc.), ensuring their well-formedness and consistency is very challenging. Recent research has tackled this challenge using a domain-specific language to specify normative requirements as rules whose consistency can then be analysed with formal methods. In this pape"},"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":"2404.12335","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-04-18T17:01:34Z","cross_cats_sorted":[],"title_canon_sha256":"12c634c6659e82b2306e838815c3588cab5c7f23e40c7d2f22b3a3c75578a06e","abstract_canon_sha256":"b5bb7d9b8c21dd210521548c32dfa3a091f22eb38504377c4da2a89beca6d313"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:24:24.686845Z","signature_b64":"r8SlZ/Vp83kx95C269q03ZYG2JdZ/a0Jw0Tt2cIxTkDO1/UobItsDHhM7LX+yGVLBWyXqCn5Pr9lhM7zKzYPAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"faf9af0049c320225706702b141ffaca9629b235a5c264e5b1a3ca019dbc8e9a","last_reissued_at":"2026-07-05T08:24:24.686378Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:24:24.686378Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Normative Requirements Operationalization with Large Language Models","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.SE","authors_text":"Ana Cavalcanti, Bev Townsend, Hanne Bartels, Isobel Standen, Lina Marsso, Marsha Chechik, Nick Feng, Radu Calinescu, Reem Ayad, S. Getir Yaman, Vict\\'oria Oldemburgo de Mello, Yesugen Baatartogtokh","submitted_at":"2024-04-18T17:01:34Z","abstract_excerpt":"Normative non-functional requirements specify constraints that a system must observe in order to avoid violations of social, legal, ethical, empathetic, and cultural norms. As these requirements are typically defined by non-technical system stakeholders with different expertise and priorities (ethicists, lawyers, social scientists, etc.), ensuring their well-formedness and consistency is very challenging. Recent research has tackled this challenge using a domain-specific language to specify normative requirements as rules whose consistency can then be analysed with formal methods. In this pape"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.12335","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/2404.12335/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":"2404.12335","created_at":"2026-07-05T08:24:24.686438+00:00"},{"alias_kind":"arxiv_version","alias_value":"2404.12335v2","created_at":"2026-07-05T08:24:24.686438+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.12335","created_at":"2026-07-05T08:24:24.686438+00:00"},{"alias_kind":"pith_short_12","alias_value":"7L426ACJYMQC","created_at":"2026-07-05T08:24:24.686438+00:00"},{"alias_kind":"pith_short_16","alias_value":"7L426ACJYMQCEVYG","created_at":"2026-07-05T08:24:24.686438+00:00"},{"alias_kind":"pith_short_8","alias_value":"7L426ACJ","created_at":"2026-07-05T08:24:24.686438+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/7L426ACJYMQCEVYGOAVRIH72ZK","json":"https://pith.science/pith/7L426ACJYMQCEVYGOAVRIH72ZK.json","graph_json":"https://pith.science/api/pith-number/7L426ACJYMQCEVYGOAVRIH72ZK/graph.json","events_json":"https://pith.science/api/pith-number/7L426ACJYMQCEVYGOAVRIH72ZK/events.json","paper":"https://pith.science/paper/7L426ACJ"},"agent_actions":{"view_html":"https://pith.science/pith/7L426ACJYMQCEVYGOAVRIH72ZK","download_json":"https://pith.science/pith/7L426ACJYMQCEVYGOAVRIH72ZK.json","view_paper":"https://pith.science/paper/7L426ACJ","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2404.12335&json=true","fetch_graph":"https://pith.science/api/pith-number/7L426ACJYMQCEVYGOAVRIH72ZK/graph.json","fetch_events":"https://pith.science/api/pith-number/7L426ACJYMQCEVYGOAVRIH72ZK/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/7L426ACJYMQCEVYGOAVRIH72ZK/action/timestamp_anchor","attest_storage":"https://pith.science/pith/7L426ACJYMQCEVYGOAVRIH72ZK/action/storage_attestation","attest_author":"https://pith.science/pith/7L426ACJYMQCEVYGOAVRIH72ZK/action/author_attestation","sign_citation":"https://pith.science/pith/7L426ACJYMQCEVYGOAVRIH72ZK/action/citation_signature","submit_replication":"https://pith.science/pith/7L426ACJYMQCEVYGOAVRIH72ZK/action/replication_record"}},"created_at":"2026-07-05T08:24:24.686438+00:00","updated_at":"2026-07-05T08:24:24.686438+00:00"}