{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:2OE2NYCXDBRFLKKD67CRLDAJ32","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":"dd7bc3712440f8ca2ece7914fb14173c8103e7ff4f3a38a6ee77161240345fdb","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.HC","submitted_at":"2025-05-07T15:01:23Z","title_canon_sha256":"7e4444f27a455986c571b9f10379bd93669ec1959c5b98a9f0b5b260d90dd118"},"schema_version":"1.0","source":{"id":"2505.04487","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.04487","created_at":"2026-07-05T10:59:52Z"},{"alias_kind":"arxiv_version","alias_value":"2505.04487v1","created_at":"2026-07-05T10:59:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.04487","created_at":"2026-07-05T10:59:52Z"},{"alias_kind":"pith_short_12","alias_value":"2OE2NYCXDBRF","created_at":"2026-07-05T10:59:52Z"},{"alias_kind":"pith_short_16","alias_value":"2OE2NYCXDBRFLKKD","created_at":"2026-07-05T10:59:52Z"},{"alias_kind":"pith_short_8","alias_value":"2OE2NYCX","created_at":"2026-07-05T10:59:52Z"}],"graph_snapshots":[{"event_id":"sha256:df619a9fb412d5cb7a73020f2cb93109008669ac1b2a760eb6c69517c58f66f6","target":"graph","created_at":"2026-07-05T10:59:52Z","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/2505.04487/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"LLM-generated tabular data is creating new opportunities for data-driven applications in academia, business, and society. To leverage benefits like missing value imputation, labeling, and enrichment with context-aware attributes, LLM-generated data needs a critical validation process. The number of pioneering approaches is increasing fast, opening a promising validation space that, so far, remains unstructured. We present a design space for the critical validation of LLM-generated tabular data with two dimensions: First, the Analysis Granularity dimension: from within-attribute (single-item an","authors_text":"Christopher Narayanan, Jana Sedlakova, J\\\"urgen Bernard, Madhav Sachdeva, Marvin Wiedenkeller","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.HC","submitted_at":"2025-05-07T15:01:23Z","title":"A Design Space for the Critical Validation of LLM-Generated Tabular Data"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.04487","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":"sha256:0d616a9e14b01433bee96989ba197b51c5f3ec341cee5d3362ba651225baf7c7","target":"record","created_at":"2026-07-05T10:59:52Z","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":"dd7bc3712440f8ca2ece7914fb14173c8103e7ff4f3a38a6ee77161240345fdb","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.HC","submitted_at":"2025-05-07T15:01:23Z","title_canon_sha256":"7e4444f27a455986c571b9f10379bd93669ec1959c5b98a9f0b5b260d90dd118"},"schema_version":"1.0","source":{"id":"2505.04487","kind":"arxiv","version":1}},"canonical_sha256":"d389a6e057186255a943f7c5158c09deb973239a9e2310f454bfea730ca4db48","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d389a6e057186255a943f7c5158c09deb973239a9e2310f454bfea730ca4db48","first_computed_at":"2026-07-05T10:59:52.465417Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:59:52.465417Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"5yeLyeg6MiGbENQqHknrDXpx7hRobTIi9FwSXDq6qDfLqqty67yHMf1ikjHT4XoTnWV9ts3bOJAQA8wMbhAtDw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:59:52.465874Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.04487","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0d616a9e14b01433bee96989ba197b51c5f3ec341cee5d3362ba651225baf7c7","sha256:df619a9fb412d5cb7a73020f2cb93109008669ac1b2a760eb6c69517c58f66f6"],"state_sha256":"7228df85bf5295174f8c3ecbcc8e9cb23449b3ccd690a59f981be790865b69cf"}