{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:XXMXHF7MLCDBBLRDN3BBAQGMGO","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":"7136bd7618a2a882f10613c23f03978c0220eb30ce117fc5aec10d3e4be7f185","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-03-27T21:27:58Z","title_canon_sha256":"e954ab69375fc5987651f3470cc10816ab2f316d33d77335c31024cd82cb29bd"},"schema_version":"1.0","source":{"id":"2304.02017","kind":"arxiv","version":14}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2304.02017","created_at":"2026-07-05T11:09:56Z"},{"alias_kind":"arxiv_version","alias_value":"2304.02017v14","created_at":"2026-07-05T11:09:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2304.02017","created_at":"2026-07-05T11:09:56Z"},{"alias_kind":"pith_short_12","alias_value":"XXMXHF7MLCDB","created_at":"2026-07-05T11:09:56Z"},{"alias_kind":"pith_short_16","alias_value":"XXMXHF7MLCDBBLRD","created_at":"2026-07-05T11:09:56Z"},{"alias_kind":"pith_short_8","alias_value":"XXMXHF7M","created_at":"2026-07-05T11:09:56Z"}],"graph_snapshots":[{"event_id":"sha256:2a798ab23e3e121e04a13e229528df7f9dd26d6d0a7070edf7f17066cfd4ca63","target":"graph","created_at":"2026-07-05T11:09:56Z","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/2304.02017/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large language models, pivotal in artificial intelligence, find diverse applications. ChatGPT (Chat Generative Pre-trained Transformer), an OpenAI creation, stands out as a widely adopted, powerful tool. It excels in chatbots, content generation, language translation, recommendations, and medical applications, due to its ability to generate human-like responses, comprehend natural language, and adapt contextually. Its versatility and accuracy make it a potent force in natural language processing (NLP). Despite successes, ChatGPT has limitations, including biased responses and potential reinfor","authors_text":"Walid Hariri","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-03-27T21:27:58Z","title":"Unlocking the Potential of ChatGPT: A Comprehensive Exploration of its Applications, Advantages, Limitations, and Future Directions in Natural Language Processing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2304.02017","kind":"arxiv","version":14},"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:b5d56293dc46b93f2e6eace48362e1fa9d95a932a95a2063079802231ebe4724","target":"record","created_at":"2026-07-05T11:09:56Z","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":"7136bd7618a2a882f10613c23f03978c0220eb30ce117fc5aec10d3e4be7f185","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2023-03-27T21:27:58Z","title_canon_sha256":"e954ab69375fc5987651f3470cc10816ab2f316d33d77335c31024cd82cb29bd"},"schema_version":"1.0","source":{"id":"2304.02017","kind":"arxiv","version":14}},"canonical_sha256":"bdd97397ec588610ae236ec21040cc3382efcfe549da6b8d0b3750d1b0157440","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bdd97397ec588610ae236ec21040cc3382efcfe549da6b8d0b3750d1b0157440","first_computed_at":"2026-07-05T11:09:56.709661Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:09:56.709661Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"KdXMaMp8gIs3XjXNjthkFDacmbkw5bSxvgr0ATf29Xt48wnQ8yYUbMY/kpH/HPu6xcOjM3rgy2sP1DlyF9mSDw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:09:56.710157Z","signed_message":"canonical_sha256_bytes"},"source_id":"2304.02017","source_kind":"arxiv","source_version":14}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b5d56293dc46b93f2e6eace48362e1fa9d95a932a95a2063079802231ebe4724","sha256:2a798ab23e3e121e04a13e229528df7f9dd26d6d0a7070edf7f17066cfd4ca63"],"state_sha256":"bd8f83b3f66c5633b0861a646406044d931ccf7c3041459fa70a60eda4de5438"}