{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:5MMXULY6M2ZJR3W7TAMG5P3MM3","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":"6f28db918129995afef4dbb8bb9775065186e27815cdf8b588a0b448ec304fd8","cross_cats_sorted":["cs.CL","cs.IR","cs.LG","cs.LO"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-04-05T14:04:07Z","title_canon_sha256":"c70089377e4709b8f2bbdfa16b62aa14b5d62ffd843405339aa16526a5cdddaf"},"schema_version":"1.0","source":{"id":"2404.04108","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.04108","created_at":"2026-07-05T10:04:12Z"},{"alias_kind":"arxiv_version","alias_value":"2404.04108v2","created_at":"2026-07-05T10:04:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.04108","created_at":"2026-07-05T10:04:12Z"},{"alias_kind":"pith_short_12","alias_value":"5MMXULY6M2ZJ","created_at":"2026-07-05T10:04:12Z"},{"alias_kind":"pith_short_16","alias_value":"5MMXULY6M2ZJR3W7","created_at":"2026-07-05T10:04:12Z"},{"alias_kind":"pith_short_8","alias_value":"5MMXULY6","created_at":"2026-07-05T10:04:12Z"}],"graph_snapshots":[{"event_id":"sha256:5938e59bd84da8f5604d7a422e1c767053df565a5182077574e2b16fb2629856","target":"graph","created_at":"2026-07-05T10:04:12Z","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/2404.04108/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Background. Endowing intelligent systems with semantic data commonly requires designing and instantiating ontologies with domain-specific knowledge. Especially in the early phases, those activities are typically performed manually by human experts possibly leveraging on their own experience. The resulting process is therefore time-consuming, error-prone, and often biased by the personal background of the ontology designer. Objective. To mitigate that issue, we propose a novel domain-independent approach to automatically instantiate ontologies with domain-specific knowledge, by leveraging on la","authors_text":"Andrea Agiollo, Andrea Omicini, Giovanni Ciatto, Matteo Magnini","cross_cats":["cs.CL","cs.IR","cs.LG","cs.LO"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-04-05T14:04:07Z","title":"Large language models as oracles for instantiating ontologies with domain-specific knowledge"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.04108","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":"sha256:6b68fa540071ebadbb7942cd6a38fcdcd1fe48850a7f98baf26053c03dc69464","target":"record","created_at":"2026-07-05T10:04:12Z","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":"6f28db918129995afef4dbb8bb9775065186e27815cdf8b588a0b448ec304fd8","cross_cats_sorted":["cs.CL","cs.IR","cs.LG","cs.LO"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-04-05T14:04:07Z","title_canon_sha256":"c70089377e4709b8f2bbdfa16b62aa14b5d62ffd843405339aa16526a5cdddaf"},"schema_version":"1.0","source":{"id":"2404.04108","kind":"arxiv","version":2}},"canonical_sha256":"eb197a2f1e66b298eedf98186ebf6c66d8c50939b37223a6beaa888f0f8da07b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"eb197a2f1e66b298eedf98186ebf6c66d8c50939b37223a6beaa888f0f8da07b","first_computed_at":"2026-07-05T10:04:12.525587Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:04:12.525587Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"w+TxI9RMHgzaFPy8YpCbuCmlE+hvZdBolP8JAGKHu0H+ICYgld8ww6GQnz7180aqBDD+jjeu315XpUQMvOK0DQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:04:12.526128Z","signed_message":"canonical_sha256_bytes"},"source_id":"2404.04108","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6b68fa540071ebadbb7942cd6a38fcdcd1fe48850a7f98baf26053c03dc69464","sha256:5938e59bd84da8f5604d7a422e1c767053df565a5182077574e2b16fb2629856"],"state_sha256":"3f9e8bf5bdf45a22e66901b74ce788166c7cb2317a15573bb822c00bac428bbd"}