{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:P2TFLVQGYY7D5KICQFEH4WEW4U","short_pith_number":"pith:P2TFLVQG","canonical_record":{"source":{"id":"2606.04500","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-03T06:31:28Z","cross_cats_sorted":[],"title_canon_sha256":"778f0ada45957d266eb74f20ef9c22ea564b1bc068eb6fd91efe9357666a5b73","abstract_canon_sha256":"86b49071e9c60e628d3d80a07705de3be87e56bf2002f169a4a1cf3d63ca7ccb"},"schema_version":"1.0"},"canonical_sha256":"7ea655d606c63e3ea90281487e5896e51e7d3b7939dbd6a7ead5a8b53959c732","source":{"kind":"arxiv","id":"2606.04500","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.04500","created_at":"2026-06-04T01:09:14Z"},{"alias_kind":"arxiv_version","alias_value":"2606.04500v1","created_at":"2026-06-04T01:09:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.04500","created_at":"2026-06-04T01:09:14Z"},{"alias_kind":"pith_short_12","alias_value":"P2TFLVQGYY7D","created_at":"2026-06-04T01:09:14Z"},{"alias_kind":"pith_short_16","alias_value":"P2TFLVQGYY7D5KIC","created_at":"2026-06-04T01:09:14Z"},{"alias_kind":"pith_short_8","alias_value":"P2TFLVQG","created_at":"2026-06-04T01:09:14Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:P2TFLVQGYY7D5KICQFEH4WEW4U","target":"record","payload":{"canonical_record":{"source":{"id":"2606.04500","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-03T06:31:28Z","cross_cats_sorted":[],"title_canon_sha256":"778f0ada45957d266eb74f20ef9c22ea564b1bc068eb6fd91efe9357666a5b73","abstract_canon_sha256":"86b49071e9c60e628d3d80a07705de3be87e56bf2002f169a4a1cf3d63ca7ccb"},"schema_version":"1.0"},"canonical_sha256":"7ea655d606c63e3ea90281487e5896e51e7d3b7939dbd6a7ead5a8b53959c732","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-04T01:09:14.535343Z","signature_b64":"17bO9LmaIMBrF6fbkPM2zr+0F5QAcAdcM9pqk5V8r1yS8h811+mlg5DRoGRraQUdKW7WPa7UDWjmZTMbCmE3Bw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7ea655d606c63e3ea90281487e5896e51e7d3b7939dbd6a7ead5a8b53959c732","last_reissued_at":"2026-06-04T01:09:14.534562Z","signature_status":"signed_v1","first_computed_at":"2026-06-04T01:09:14.534562Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.04500","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-06-04T01:09:14Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"SofJusItqGmSkM+qtkHccBLu1bsOkxKgggqABK/a/pXrczGv/lSDIAe6l5vKG0tm5s2Ll6CssYwoFTzZbIpXCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-21T16:41:54.057781Z"},"content_sha256":"6a5b8fd23f4e7a195e816917f9933ae31f73f46f38649e37122319b3bd514ee9","schema_version":"1.0","event_id":"sha256:6a5b8fd23f4e7a195e816917f9933ae31f73f46f38649e37122319b3bd514ee9"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:P2TFLVQGYY7D5KICQFEH4WEW4U","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"SANE Schema-aware Natural-language Evaluation of Biological Data","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Markus Reischl, Martin Krueger, Rolf Gattung","submitted_at":"2026-06-03T06:31:28Z","abstract_excerpt":"High-throughput microscopy generates large, structured datasets capturing cellular responses to pharmacological perturbations, but accessing these datasets typically requires SQL expertise. Large language models offer a natural-language alternative, yet their tendency to hallucinate raises concerns about result reliability .\n  We present SANE Schema-Aware Natural-language Evaluation, a novel paradigm for domain-specific text-to-SQL evaluation: schema-grounded, automatically generated benchmarks tied to real and specific experimental structure. SANE makes evaluation more scalable, systematic, a"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.04500","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2606.04500/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-06-04T01:09:14Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"zg++vMkmRFYuPZaEJ1qSoNuMI7QviIHBZk6Jz4ycE6Itx33DyyCH7hy39PPIPwUDfzIIQDUx1tEOOGE2D8AyDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-21T16:41:54.058184Z"},"content_sha256":"655aefb6033d986b5b8fab097010e08aec0b2bc0f2925c3615d109021fdb11f3","schema_version":"1.0","event_id":"sha256:655aefb6033d986b5b8fab097010e08aec0b2bc0f2925c3615d109021fdb11f3"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/P2TFLVQGYY7D5KICQFEH4WEW4U/bundle.json","state_url":"https://pith.science/pith/P2TFLVQGYY7D5KICQFEH4WEW4U/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/P2TFLVQGYY7D5KICQFEH4WEW4U/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-06-21T16:41:54Z","links":{"resolver":"https://pith.science/pith/P2TFLVQGYY7D5KICQFEH4WEW4U","bundle":"https://pith.science/pith/P2TFLVQGYY7D5KICQFEH4WEW4U/bundle.json","state":"https://pith.science/pith/P2TFLVQGYY7D5KICQFEH4WEW4U/state.json","well_known_bundle":"https://pith.science/.well-known/pith/P2TFLVQGYY7D5KICQFEH4WEW4U/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:P2TFLVQGYY7D5KICQFEH4WEW4U","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":"86b49071e9c60e628d3d80a07705de3be87e56bf2002f169a4a1cf3d63ca7ccb","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-03T06:31:28Z","title_canon_sha256":"778f0ada45957d266eb74f20ef9c22ea564b1bc068eb6fd91efe9357666a5b73"},"schema_version":"1.0","source":{"id":"2606.04500","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.04500","created_at":"2026-06-04T01:09:14Z"},{"alias_kind":"arxiv_version","alias_value":"2606.04500v1","created_at":"2026-06-04T01:09:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.04500","created_at":"2026-06-04T01:09:14Z"},{"alias_kind":"pith_short_12","alias_value":"P2TFLVQGYY7D","created_at":"2026-06-04T01:09:14Z"},{"alias_kind":"pith_short_16","alias_value":"P2TFLVQGYY7D5KIC","created_at":"2026-06-04T01:09:14Z"},{"alias_kind":"pith_short_8","alias_value":"P2TFLVQG","created_at":"2026-06-04T01:09:14Z"}],"graph_snapshots":[{"event_id":"sha256:655aefb6033d986b5b8fab097010e08aec0b2bc0f2925c3615d109021fdb11f3","target":"graph","created_at":"2026-06-04T01:09:14Z","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/2606.04500/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"High-throughput microscopy generates large, structured datasets capturing cellular responses to pharmacological perturbations, but accessing these datasets typically requires SQL expertise. Large language models offer a natural-language alternative, yet their tendency to hallucinate raises concerns about result reliability .\n  We present SANE Schema-Aware Natural-language Evaluation, a novel paradigm for domain-specific text-to-SQL evaluation: schema-grounded, automatically generated benchmarks tied to real and specific experimental structure. SANE makes evaluation more scalable, systematic, a","authors_text":"Markus Reischl, Martin Krueger, Rolf Gattung","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-03T06:31:28Z","title":"SANE Schema-aware Natural-language Evaluation of Biological Data"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.04500","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":"sha256:6a5b8fd23f4e7a195e816917f9933ae31f73f46f38649e37122319b3bd514ee9","target":"record","created_at":"2026-06-04T01:09:14Z","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":"86b49071e9c60e628d3d80a07705de3be87e56bf2002f169a4a1cf3d63ca7ccb","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-03T06:31:28Z","title_canon_sha256":"778f0ada45957d266eb74f20ef9c22ea564b1bc068eb6fd91efe9357666a5b73"},"schema_version":"1.0","source":{"id":"2606.04500","kind":"arxiv","version":1}},"canonical_sha256":"7ea655d606c63e3ea90281487e5896e51e7d3b7939dbd6a7ead5a8b53959c732","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7ea655d606c63e3ea90281487e5896e51e7d3b7939dbd6a7ead5a8b53959c732","first_computed_at":"2026-06-04T01:09:14.534562Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-04T01:09:14.534562Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"17bO9LmaIMBrF6fbkPM2zr+0F5QAcAdcM9pqk5V8r1yS8h811+mlg5DRoGRraQUdKW7WPa7UDWjmZTMbCmE3Bw==","signature_status":"signed_v1","signed_at":"2026-06-04T01:09:14.535343Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.04500","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6a5b8fd23f4e7a195e816917f9933ae31f73f46f38649e37122319b3bd514ee9","sha256:655aefb6033d986b5b8fab097010e08aec0b2bc0f2925c3615d109021fdb11f3"],"state_sha256":"12630bf497aa533b13c2948c9100d62a6859897a3260988132bc0362c7213dad"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"P5lnTiHqax4yZMqZcQJIWyHPVemXk6rEIRmd6ULgmJQeAFUYN7WN9hP56yaxXFJAeATCrdDVZKoeRQtygKI4Cw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-21T16:41:54.060208Z","bundle_sha256":"4110a9ad67316d897849dfb6f2bc7cd06f1a97f0b0361babd45807bba754c2da"}}