{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:RY2TOBDKWFNFVYTNOYFAZFYH3W","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":"60df2592397b3d9b47ff370a2c54b478f6a96c4994124cd7cfbdc466a5299776","cross_cats_sorted":["cs.AI","cs.CL","cs.IR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2024-05-22T02:15:57Z","title_canon_sha256":"b4a445d4caf3452f672f8f5eda54377f0493d204504572845c22de4d375b0c61"},"schema_version":"1.0","source":{"id":"2406.00014","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.00014","created_at":"2026-07-05T08:34:19Z"},{"alias_kind":"arxiv_version","alias_value":"2406.00014v2","created_at":"2026-07-05T08:34:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.00014","created_at":"2026-07-05T08:34:19Z"},{"alias_kind":"pith_short_12","alias_value":"RY2TOBDKWFNF","created_at":"2026-07-05T08:34:19Z"},{"alias_kind":"pith_short_16","alias_value":"RY2TOBDKWFNFVYTN","created_at":"2026-07-05T08:34:19Z"},{"alias_kind":"pith_short_8","alias_value":"RY2TOBDK","created_at":"2026-07-05T08:34:19Z"}],"graph_snapshots":[{"event_id":"sha256:024365bf8a26ffc1dcf18d2cc5598adb060fed569dee7d47dce6c46eef09531f","target":"graph","created_at":"2026-07-05T08:34:19Z","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/2406.00014/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Transforming natural language questions into SQL queries is crucial for precise data retrieval from electronic health record (EHR) databases. A significant challenge in this process is detecting and rejecting unanswerable questions that request information beyond the database's scope or exceed the system's capabilities. In this paper, we introduce a novel text-to-SQL framework that robustly handles out-of-domain questions and verifies the generated queries with query execution.Our framework begins by standardizing the structure of questions into a templated format. We use a powerful large lang","authors_text":"Chanhwi Kim, Gangwoo Kim, Hajung Kim, Hoonick Lee, Jaewoo Kang, Jiwoo Lee, Kyochul Jang, Kyungjae Lee","cross_cats":["cs.AI","cs.CL","cs.IR"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2024-05-22T02:15:57Z","title":"KU-DMIS at EHRSQL 2024:Generating SQL query via question templatization in EHR"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.00014","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:dc1bf716afa89d0461b035ae646da059fed1172914f24691adbaa0dc581e0428","target":"record","created_at":"2026-07-05T08:34:19Z","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":"60df2592397b3d9b47ff370a2c54b478f6a96c4994124cd7cfbdc466a5299776","cross_cats_sorted":["cs.AI","cs.CL","cs.IR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DB","submitted_at":"2024-05-22T02:15:57Z","title_canon_sha256":"b4a445d4caf3452f672f8f5eda54377f0493d204504572845c22de4d375b0c61"},"schema_version":"1.0","source":{"id":"2406.00014","kind":"arxiv","version":2}},"canonical_sha256":"8e3537046ab15a5ae26d760a0c9707dd9e72895c38bab5a06d2767f16c2a4c71","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8e3537046ab15a5ae26d760a0c9707dd9e72895c38bab5a06d2767f16c2a4c71","first_computed_at":"2026-07-05T08:34:19.927641Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:34:19.927641Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"7YDY2H6LJ8tXoxcEWzk59Y8sDk+Nb/DPYJyy4Q3fPhafz2NcIGfPn5v/ONZdIxAHLbbpeKIRq3NlkyNwN83kAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T08:34:19.928195Z","signed_message":"canonical_sha256_bytes"},"source_id":"2406.00014","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:dc1bf716afa89d0461b035ae646da059fed1172914f24691adbaa0dc581e0428","sha256:024365bf8a26ffc1dcf18d2cc5598adb060fed569dee7d47dce6c46eef09531f"],"state_sha256":"6b29e092177d8276adfaa81aa5b620a71e29bdeff2850e8bf28c422b2966e1bb"}