{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:2TKXRBF5JHENZM6QEFSSTXREEB","short_pith_number":"pith:2TKXRBF5","canonical_record":{"source":{"id":"2502.17442","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2024-12-30T07:02:15Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"6c243e5bc073f34c665fcf5c2bc088312dc57c2d0040a98836071e279bab35cf","abstract_canon_sha256":"47f6ee55089d3a0a0518a9f7c97ded947100a86ff64377ba8df3fc83df22b82b"},"schema_version":"1.0"},"canonical_sha256":"d4d57884bd49c8dcb3d0216529de242048b9f7d2fc35db1ac58044042e4afe7c","source":{"kind":"arxiv","id":"2502.17442","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.17442","created_at":"2026-07-05T11:10:05Z"},{"alias_kind":"arxiv_version","alias_value":"2502.17442v2","created_at":"2026-07-05T11:10:05Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.17442","created_at":"2026-07-05T11:10:05Z"},{"alias_kind":"pith_short_12","alias_value":"2TKXRBF5JHEN","created_at":"2026-07-05T11:10:05Z"},{"alias_kind":"pith_short_16","alias_value":"2TKXRBF5JHENZM6Q","created_at":"2026-07-05T11:10:05Z"},{"alias_kind":"pith_short_8","alias_value":"2TKXRBF5","created_at":"2026-07-05T11:10:05Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:2TKXRBF5JHENZM6QEFSSTXREEB","target":"record","payload":{"canonical_record":{"source":{"id":"2502.17442","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2024-12-30T07:02:15Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"6c243e5bc073f34c665fcf5c2bc088312dc57c2d0040a98836071e279bab35cf","abstract_canon_sha256":"47f6ee55089d3a0a0518a9f7c97ded947100a86ff64377ba8df3fc83df22b82b"},"schema_version":"1.0"},"canonical_sha256":"d4d57884bd49c8dcb3d0216529de242048b9f7d2fc35db1ac58044042e4afe7c","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:10:05.488649Z","signature_b64":"Z/VC4KcSAMQPKoP7FE2+EsCfyuRjwl2OmCZsota4Aav0efa1y6LO0dbu55hOP7eqxkcFOq9EanLZEfGkJ5DkBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d4d57884bd49c8dcb3d0216529de242048b9f7d2fc35db1ac58044042e4afe7c","last_reissued_at":"2026-07-05T11:10:05.488094Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:10:05.488094Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2502.17442","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:10:05Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UNbiIU4THciCUmOul7cVYnVVHJ+bPgGkWbvbSxwGKd5w5JMMDy89JYtqgVWWFTheo0uWBC8IiP/rgu8H2YrWDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-13T22:39:27.924099Z"},"content_sha256":"cdc208c7c3fe35ee00bc20cb5088f57f4c80ca9a27ceb30d802deebdf48bb12c","schema_version":"1.0","event_id":"sha256:cdc208c7c3fe35ee00bc20cb5088f57f4c80ca9a27ceb30d802deebdf48bb12c"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:2TKXRBF5JHENZM6QEFSSTXREEB","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.SE","authors_text":"Flood Sung, Rui Yan, Shuo Shang, Xiaoqing Zhang, Xiuying Chen, Yuhan Liu","submitted_at":"2024-12-30T07:02:15Z","abstract_excerpt":"Code generation is crucial in software engineering for automating the coding process efficiently. While test-time computation methods show promise, they suffer from high latency due to multiple computation rounds. To overcome this, we introduce \\textbf{ThinkCoder}, a framework that combines thorough exploration with optimal refinement. The exploration phase diversifies the solution space by searching for potential solutions, followed by a refinement phase that enhances precision. This approach allows us to select the best solution through careful consideration before taking action, avoiding ex"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.17442","kind":"arxiv","version":2},"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/2502.17442/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":"2026-07-05T11:10:05Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"qVdg5KTafHAzYIdNvMASdJMnC+jABql3NcYCl7SD5PNiWGXkfcj3czsQiWvPz3it0UtS9o6wmhmelcjVqIQ9CQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-13T22:39:27.924615Z"},"content_sha256":"03bf005c2ad691d2bb1d3d35bb55e0b3df50f6b31e630f08a304385c5e3a649f","schema_version":"1.0","event_id":"sha256:03bf005c2ad691d2bb1d3d35bb55e0b3df50f6b31e630f08a304385c5e3a649f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/2TKXRBF5JHENZM6QEFSSTXREEB/bundle.json","state_url":"https://pith.science/pith/2TKXRBF5JHENZM6QEFSSTXREEB/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/2TKXRBF5JHENZM6QEFSSTXREEB/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":"2026-08-13T22:39:27Z","links":{"resolver":"https://pith.science/pith/2TKXRBF5JHENZM6QEFSSTXREEB","bundle":"https://pith.science/pith/2TKXRBF5JHENZM6QEFSSTXREEB/bundle.json","state":"https://pith.science/pith/2TKXRBF5JHENZM6QEFSSTXREEB/state.json","well_known_bundle":"https://pith.science/.well-known/pith/2TKXRBF5JHENZM6QEFSSTXREEB/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:2TKXRBF5JHENZM6QEFSSTXREEB","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":"47f6ee55089d3a0a0518a9f7c97ded947100a86ff64377ba8df3fc83df22b82b","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2024-12-30T07:02:15Z","title_canon_sha256":"6c243e5bc073f34c665fcf5c2bc088312dc57c2d0040a98836071e279bab35cf"},"schema_version":"1.0","source":{"id":"2502.17442","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.17442","created_at":"2026-07-05T11:10:05Z"},{"alias_kind":"arxiv_version","alias_value":"2502.17442v2","created_at":"2026-07-05T11:10:05Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.17442","created_at":"2026-07-05T11:10:05Z"},{"alias_kind":"pith_short_12","alias_value":"2TKXRBF5JHEN","created_at":"2026-07-05T11:10:05Z"},{"alias_kind":"pith_short_16","alias_value":"2TKXRBF5JHENZM6Q","created_at":"2026-07-05T11:10:05Z"},{"alias_kind":"pith_short_8","alias_value":"2TKXRBF5","created_at":"2026-07-05T11:10:05Z"}],"graph_snapshots":[{"event_id":"sha256:03bf005c2ad691d2bb1d3d35bb55e0b3df50f6b31e630f08a304385c5e3a649f","target":"graph","created_at":"2026-07-05T11:10:05Z","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/2502.17442/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Code generation is crucial in software engineering for automating the coding process efficiently. While test-time computation methods show promise, they suffer from high latency due to multiple computation rounds. To overcome this, we introduce \\textbf{ThinkCoder}, a framework that combines thorough exploration with optimal refinement. The exploration phase diversifies the solution space by searching for potential solutions, followed by a refinement phase that enhances precision. This approach allows us to select the best solution through careful consideration before taking action, avoiding ex","authors_text":"Flood Sung, Rui Yan, Shuo Shang, Xiaoqing Zhang, Xiuying Chen, Yuhan Liu","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2024-12-30T07:02:15Z","title":"Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.17442","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:cdc208c7c3fe35ee00bc20cb5088f57f4c80ca9a27ceb30d802deebdf48bb12c","target":"record","created_at":"2026-07-05T11:10:05Z","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":"47f6ee55089d3a0a0518a9f7c97ded947100a86ff64377ba8df3fc83df22b82b","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2024-12-30T07:02:15Z","title_canon_sha256":"6c243e5bc073f34c665fcf5c2bc088312dc57c2d0040a98836071e279bab35cf"},"schema_version":"1.0","source":{"id":"2502.17442","kind":"arxiv","version":2}},"canonical_sha256":"d4d57884bd49c8dcb3d0216529de242048b9f7d2fc35db1ac58044042e4afe7c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d4d57884bd49c8dcb3d0216529de242048b9f7d2fc35db1ac58044042e4afe7c","first_computed_at":"2026-07-05T11:10:05.488094Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:10:05.488094Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Z/VC4KcSAMQPKoP7FE2+EsCfyuRjwl2OmCZsota4Aav0efa1y6LO0dbu55hOP7eqxkcFOq9EanLZEfGkJ5DkBw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:10:05.488649Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.17442","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cdc208c7c3fe35ee00bc20cb5088f57f4c80ca9a27ceb30d802deebdf48bb12c","sha256:03bf005c2ad691d2bb1d3d35bb55e0b3df50f6b31e630f08a304385c5e3a649f"],"state_sha256":"016b62eb1d6a202abb5d647a8d60cae94c561392ed48eddda828cb6351ed31df"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"LN9VznA9DCdOhAwzkBkI/gEq+s3O9g1r1KAcRMAyxjuovCV8IZli+sE0cPdWzMX1CbvWwa0HMTExm+GQj/ODAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-13T22:39:27.933050Z","bundle_sha256":"12142186087967683665a5b11c22fb6f93f0bbf3c705d5b4f3ca3ee094e086cb"}}