{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:WF7N3IMXVCDM5ZAHYHYY56UOMR","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":"9e616958ea82ebda6fec666bed5fa1f324db8eb0771bab15ddd15ef1e90b4a4b","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-07-02T00:36:27Z","title_canon_sha256":"103ef99f093004ec96c408fae040b1accc912a2aa73574a1afe0a7d4fc116eaa"},"schema_version":"1.0","source":{"id":"2507.01259","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.01259","created_at":"2026-07-05T11:30:27Z"},{"alias_kind":"arxiv_version","alias_value":"2507.01259v1","created_at":"2026-07-05T11:30:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.01259","created_at":"2026-07-05T11:30:27Z"},{"alias_kind":"pith_short_12","alias_value":"WF7N3IMXVCDM","created_at":"2026-07-05T11:30:27Z"},{"alias_kind":"pith_short_16","alias_value":"WF7N3IMXVCDM5ZAH","created_at":"2026-07-05T11:30:27Z"},{"alias_kind":"pith_short_8","alias_value":"WF7N3IMX","created_at":"2026-07-05T11:30:27Z"}],"graph_snapshots":[{"event_id":"sha256:dc0a39b651aaf38325323a82acdcfb19d193ef324403d90c1ec16a94f06fc885","target":"graph","created_at":"2026-07-05T11:30:27Z","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/2507.01259/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In this paper we discuss the capability of large language models to base their answer and provide proper references when dealing with legal matters of non-english and non-chinese speaking country. We discuss the history of legal information retrieval, the difference between case law and statute law, its impact on the legal tasks and analyze the latest research in this field. Basing on that background we introduce gAIus, the architecture of the cognitive LLM-based agent, whose responses are based on the knowledge retrieved from certain legal act, which is Polish Civil Code. We propose a retriev","authors_text":"Jaros{\\l}aw A. Chudziak, Micha{\\l} Matak","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-07-02T00:36:27Z","title":"GAIus: Combining Genai with Legal Clauses Retrieval for Knowledge-based Assistant"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.01259","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:ba1fbfa00302477559f8863606b3727c3adeb48f728a3b1505227aa469312c53","target":"record","created_at":"2026-07-05T11:30:27Z","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":"9e616958ea82ebda6fec666bed5fa1f324db8eb0771bab15ddd15ef1e90b4a4b","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-07-02T00:36:27Z","title_canon_sha256":"103ef99f093004ec96c408fae040b1accc912a2aa73574a1afe0a7d4fc116eaa"},"schema_version":"1.0","source":{"id":"2507.01259","kind":"arxiv","version":1}},"canonical_sha256":"b17edda197a886cee407c1f18efa8e645fb63a379e1462462f710a3ab222477b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b17edda197a886cee407c1f18efa8e645fb63a379e1462462f710a3ab222477b","first_computed_at":"2026-07-05T11:30:27.616337Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:30:27.616337Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"PRAMUKj9oek4Qo3YVRPFGpkO1ec8yHpJiLPsKESJ0HsXQadnnU5wTVPYltv3Uqg2VPjbTm1EH8HDX4IrH50PDw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:30:27.616982Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.01259","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ba1fbfa00302477559f8863606b3727c3adeb48f728a3b1505227aa469312c53","sha256:dc0a39b651aaf38325323a82acdcfb19d193ef324403d90c1ec16a94f06fc885"],"state_sha256":"8789cdfd52dfb9ffe5e9e9ed97ec172efe13b2311aa8a83810225f0279441e62"}