{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:LSNHURY4H5B3V566GRRLTLIL24","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":"1084cbe24c5b3ce8dab57f5fbe289b127ca37c9bf71bbf2c53e795623f1206bb","cross_cats_sorted":["cs.SE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-09-25T11:18:52Z","title_canon_sha256":"feeaef4eae086f6d3b368dbd3976ec71c1a0289f51c584c53010aec136bc20c7"},"schema_version":"1.0","source":{"id":"2409.16819","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.16819","created_at":"2026-07-05T09:11:39Z"},{"alias_kind":"arxiv_version","alias_value":"2409.16819v1","created_at":"2026-07-05T09:11:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.16819","created_at":"2026-07-05T09:11:39Z"},{"alias_kind":"pith_short_12","alias_value":"LSNHURY4H5B3","created_at":"2026-07-05T09:11:39Z"},{"alias_kind":"pith_short_16","alias_value":"LSNHURY4H5B3V566","created_at":"2026-07-05T09:11:39Z"},{"alias_kind":"pith_short_8","alias_value":"LSNHURY4","created_at":"2026-07-05T09:11:39Z"}],"graph_snapshots":[{"event_id":"sha256:884b9c5b7d00e6b77489391e699104d8c63bba130ab79531ccc86a3886c1b5fb","target":"graph","created_at":"2026-07-05T09:11:39Z","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/2409.16819/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We introduce a novel dataset tailored for code generation, aimed at aiding developers in common tasks. Our dataset provides examples that include a clarified intent, code snippets associated, and an average of three related unit tests. It encompasses a range of libraries such as \\texttt{Pandas}, \\texttt{Numpy}, and \\texttt{Regex}, along with more than 70 standard libraries in Python code derived from Stack Overflow. Comprising 3,409 crafted examples by Python experts, our dataset is designed for both model finetuning and standalone evaluation. To complete unit tests evaluation, we categorize e","authors_text":"Beno\\^it Crabb\\'e, Nathana\\\"el Beau","cross_cats":["cs.SE"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-09-25T11:18:52Z","title":"CodeInsight: A Curated Dataset of Practical Coding Solutions from Stack Overflow"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.16819","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":"sha256:07eec9de57cc43aac5b6ca4814d92eb3fac586260b256781afcd397b5a0d317e","target":"record","created_at":"2026-07-05T09:11:39Z","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":"1084cbe24c5b3ce8dab57f5fbe289b127ca37c9bf71bbf2c53e795623f1206bb","cross_cats_sorted":["cs.SE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-09-25T11:18:52Z","title_canon_sha256":"feeaef4eae086f6d3b368dbd3976ec71c1a0289f51c584c53010aec136bc20c7"},"schema_version":"1.0","source":{"id":"2409.16819","kind":"arxiv","version":1}},"canonical_sha256":"5c9a7a471c3f43baf7de3462b9ad0bd703b0aeb7ecb8227e0a9fbd2d7569128c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5c9a7a471c3f43baf7de3462b9ad0bd703b0aeb7ecb8227e0a9fbd2d7569128c","first_computed_at":"2026-07-05T09:11:39.879904Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:11:39.879904Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"3ZGsH71N47WU9mBuv+NSA0gIDTRUXMkMh8957VtuGWx56GuUNteWmeRiAhyduFaY4BpHOikzpjCa4KIM0SFrAw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:11:39.880383Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.16819","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:07eec9de57cc43aac5b6ca4814d92eb3fac586260b256781afcd397b5a0d317e","sha256:884b9c5b7d00e6b77489391e699104d8c63bba130ab79531ccc86a3886c1b5fb"],"state_sha256":"efc5937fc375f6980ebea0e0e0945e8724ad43305bd21378dea32ea7dfd1a8c1"}