{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:EONIPVQTCCFAQWRWPG334JVGFS","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":"86e384094f72cca85a68531a62114d7110d29d26007bdcb76552945f073d64cc","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2024-06-03T12:27:40Z","title_canon_sha256":"7faa316e98d613e329eae7ee8985b498b09fa27bde9a9e55a1228f11d1afd0fe"},"schema_version":"1.0","source":{"id":"2406.01265","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.01265","created_at":"2026-07-05T08:49:34Z"},{"alias_kind":"arxiv_version","alias_value":"2406.01265v3","created_at":"2026-07-05T08:49:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.01265","created_at":"2026-07-05T08:49:34Z"},{"alias_kind":"pith_short_12","alias_value":"EONIPVQTCCFA","created_at":"2026-07-05T08:49:34Z"},{"alias_kind":"pith_short_16","alias_value":"EONIPVQTCCFAQWRW","created_at":"2026-07-05T08:49:34Z"},{"alias_kind":"pith_short_8","alias_value":"EONIPVQT","created_at":"2026-07-05T08:49:34Z"}],"graph_snapshots":[{"event_id":"sha256:d0daa2d05c075928eb5887e766debd52644e419f5967e2b7b2d51c2391b7afa2","target":"graph","created_at":"2026-07-05T08:49:34Z","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/2406.01265/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Translating users' natural language questions into SQL queries (i.e., NL2SQL) significantly lowers the barriers to accessing relational databases. The emergence of Large Language Models has introduced a novel paradigm in NL2SQL tasks, enhancing capabilities dramatically. However, this raises a critical question: Are we fully prepared to deploy NL2SQL models in production?\n  To address the posed questions, we present a multi-angle NL2SQL evaluation framework, NL2SQL360, to facilitate the design and test of new NL2SQL methods for researchers. Through NL2SQL360, we conduct a detailed comparison o","authors_text":"Boyan Li, Chengliang Chai, Guoliang Li, Nan Tang, Yuyu Luo","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2024-06-03T12:27:40Z","title":"The Dawn of Natural Language to SQL: Are We Fully Ready?"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.01265","kind":"arxiv","version":3},"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":"sha256:09bd78546f2b4fde7a1642df1861060d77142753bb509abb2bbbed85d01f6f7e","target":"record","created_at":"2026-07-05T08:49:34Z","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":"86e384094f72cca85a68531a62114d7110d29d26007bdcb76552945f073d64cc","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2024-06-03T12:27:40Z","title_canon_sha256":"7faa316e98d613e329eae7ee8985b498b09fa27bde9a9e55a1228f11d1afd0fe"},"schema_version":"1.0","source":{"id":"2406.01265","kind":"arxiv","version":3}},"canonical_sha256":"239a87d613108a085a3679b7be26a62cb080ae74735778e19253c87890017ef5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"239a87d613108a085a3679b7be26a62cb080ae74735778e19253c87890017ef5","first_computed_at":"2026-07-05T08:49:34.982961Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:49:34.982961Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Mlbl2gANrV21KZvHCiBnphMMmn0p+eWkIgliGspSN4QPxkhye4pUt49CD8KRoTZ3OnSppCltej2fWiM/TKLKAg==","signature_status":"signed_v1","signed_at":"2026-07-05T08:49:34.983531Z","signed_message":"canonical_sha256_bytes"},"source_id":"2406.01265","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:09bd78546f2b4fde7a1642df1861060d77142753bb509abb2bbbed85d01f6f7e","sha256:d0daa2d05c075928eb5887e766debd52644e419f5967e2b7b2d51c2391b7afa2"],"state_sha256":"66b372b63785b94210b1e8eaa9840204ddf65a4e1d3a4af6a58d66b1db7e541b"}