{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:EX4QTO4SSNRBL5GNHTCPWOQTWQ","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":"fcc683004191cc2faa176167f587b016d84fecff38c5b2adf66ce4034ebe8f77","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-02-26T16:34:29Z","title_canon_sha256":"c64e7a45170072f2d265b9605330fd3d02c84ec42a8346cbd929b81de34cfb9f"},"schema_version":"1.0","source":{"id":"2402.16932","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.16932","created_at":"2026-07-05T07:49:39Z"},{"alias_kind":"arxiv_version","alias_value":"2402.16932v1","created_at":"2026-07-05T07:49:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.16932","created_at":"2026-07-05T07:49:39Z"},{"alias_kind":"pith_short_12","alias_value":"EX4QTO4SSNRB","created_at":"2026-07-05T07:49:39Z"},{"alias_kind":"pith_short_16","alias_value":"EX4QTO4SSNRBL5GN","created_at":"2026-07-05T07:49:39Z"},{"alias_kind":"pith_short_8","alias_value":"EX4QTO4S","created_at":"2026-07-05T07:49:39Z"}],"graph_snapshots":[{"event_id":"sha256:e8c7c7f7665e84711ed72ab26cb1f63663820f6f7f460aa518eeae95664008b6","target":"graph","created_at":"2026-07-05T07:49:39Z","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/2402.16932/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The rise of capabilities expressed by large language models has been quickly followed by the integration of the same complex systems into application level logic. Algorithms, programs, systems, and companies are built around structured prompting to black box models where the majority of the design and implementation lies in capturing and quantifying the `agent mode'. The standard way to shape a closed language model is to prime it for a specific task with a tailored prompt, often initially handwritten by a human. The textual prompts co-evolve with the codebase, taking shape over the course of ","authors_text":"Dhruba Jyoti Paul, Ishan Joshi, Kaiser Pister, Patrick Brophy","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-02-26T16:34:29Z","title":"PromptSet: A Programmer's Prompting Dataset"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.16932","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":"sha256:2cffd71a7c49f40f1da0f4ffc888850d3e158f51c8792fb89f10e1dff608d09e","target":"record","created_at":"2026-07-05T07:49:39Z","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":"fcc683004191cc2faa176167f587b016d84fecff38c5b2adf66ce4034ebe8f77","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2024-02-26T16:34:29Z","title_canon_sha256":"c64e7a45170072f2d265b9605330fd3d02c84ec42a8346cbd929b81de34cfb9f"},"schema_version":"1.0","source":{"id":"2402.16932","kind":"arxiv","version":1}},"canonical_sha256":"25f909bb92936215f4cd3cc4fb3a13b432247fd941501acde462bd1f7ef71ec3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"25f909bb92936215f4cd3cc4fb3a13b432247fd941501acde462bd1f7ef71ec3","first_computed_at":"2026-07-05T07:49:39.276196Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:49:39.276196Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"RV8+0kUzUnX4yx1flr/GbuDGOenqQrlIYH8UPPasT+gogKl3lVbK1V9HPRCzd8fulCA/J5Cc165kTwVtI3XlAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T07:49:39.276696Z","signed_message":"canonical_sha256_bytes"},"source_id":"2402.16932","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2cffd71a7c49f40f1da0f4ffc888850d3e158f51c8792fb89f10e1dff608d09e","sha256:e8c7c7f7665e84711ed72ab26cb1f63663820f6f7f460aa518eeae95664008b6"],"state_sha256":"23bcd0584e4ef20f73422540306cdc7980761d40ec1622a7e3d793aedd6611ba"}