{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:JFO5QYTKTP777XJDUBUGU2UORG","short_pith_number":"pith:JFO5QYTK","canonical_record":{"source":{"id":"2404.05966","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-04-09T02:53:14Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"84f878626b8cc8cdc0612388a3ccac80e327ae58cfbc1182eb8896649cebaf4b","abstract_canon_sha256":"e8b60f7ee220d93abe63094fc0ff4dd337282c5669af8b0073899ad6ccc3b62f"},"schema_version":"1.0"},"canonical_sha256":"495dd8626a9bffffdd23a0686a6a8e89b8e60c80e8b7897217a04e46fc0f919f","source":{"kind":"arxiv","id":"2404.05966","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.05966","created_at":"2026-07-05T10:14:39Z"},{"alias_kind":"arxiv_version","alias_value":"2404.05966v2","created_at":"2026-07-05T10:14:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.05966","created_at":"2026-07-05T10:14:39Z"},{"alias_kind":"pith_short_12","alias_value":"JFO5QYTKTP77","created_at":"2026-07-05T10:14:39Z"},{"alias_kind":"pith_short_16","alias_value":"JFO5QYTKTP777XJD","created_at":"2026-07-05T10:14:39Z"},{"alias_kind":"pith_short_8","alias_value":"JFO5QYTK","created_at":"2026-07-05T10:14:39Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:JFO5QYTKTP777XJDUBUGU2UORG","target":"record","payload":{"canonical_record":{"source":{"id":"2404.05966","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-04-09T02:53:14Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"84f878626b8cc8cdc0612388a3ccac80e327ae58cfbc1182eb8896649cebaf4b","abstract_canon_sha256":"e8b60f7ee220d93abe63094fc0ff4dd337282c5669af8b0073899ad6ccc3b62f"},"schema_version":"1.0"},"canonical_sha256":"495dd8626a9bffffdd23a0686a6a8e89b8e60c80e8b7897217a04e46fc0f919f","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:14:39.272683Z","signature_b64":"AN0FXov+TV0vINfYqPTxR6SVtpstCOtqPnl09h5VUWil3qWdHSJ/ZsNDsaRxwLwPhuL/OQbRS8n1T+hlzcw1Aw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"495dd8626a9bffffdd23a0686a6a8e89b8e60c80e8b7897217a04e46fc0f919f","last_reissued_at":"2026-07-05T10:14:39.272195Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:14:39.272195Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2404.05966","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":"2026-07-05T10:14:39Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wuMOpNZ3LEgVWClYpmQwp/fbczv+b6D4aJ3lQuyqiYqBTiAGtb7U9Ov+INLgj0r/dw6DsZ3iHU00Dzwe1agBCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T20:45:02.747493Z"},"content_sha256":"e8290f9a8840ec5555c4bf28ca07257fc6bee0be72e39800316939d7e1ea583d","schema_version":"1.0","event_id":"sha256:e8290f9a8840ec5555c4bf28ca07257fc6bee0be72e39800316939d7e1ea583d"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:JFO5QYTKTP777XJDUBUGU2UORG","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"THOUGHTSCULPT: Reasoning with Intermediate Revision and Search","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CL","authors_text":"Dan Klein, Kevin Yang, Yizhou Chi","submitted_at":"2024-04-09T02:53:14Z","abstract_excerpt":"We present THOUGHTSCULPT, a general reasoning and search method for tasks with outputs that can be decomposed into components. THOUGHTSCULPT explores a search tree of potential solutions using Monte Carlo Tree Search (MCTS), building solutions one action at a time and evaluating according to any domain-specific heuristic, which in practice is often simply an LLM evaluator. Critically, our action space includes revision actions: THOUGHTSCULPT may choose to revise part of its previous output rather than continuing to build the rest of its output. Empirically, THOUGHTSCULPT outperforms state-of-t"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.05966","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/2404.05966/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":"2026-07-05T10:14:39Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"cUT8DoiNWl6vWDsyiZLFir/UOs8y4rSZV+zUszkUyIChMz/1rnl/ByaU/atD2zbVmGELp6eGoGWtEmv3WjIcBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T20:45:02.747993Z"},"content_sha256":"a120efa7736583f4e001598d3394789c040b4564742a8605a9100ead3b7402f1","schema_version":"1.0","event_id":"sha256:a120efa7736583f4e001598d3394789c040b4564742a8605a9100ead3b7402f1"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/JFO5QYTKTP777XJDUBUGU2UORG/bundle.json","state_url":"https://pith.science/pith/JFO5QYTKTP777XJDUBUGU2UORG/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/JFO5QYTKTP777XJDUBUGU2UORG/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":"2026-08-05T20:45:02Z","links":{"resolver":"https://pith.science/pith/JFO5QYTKTP777XJDUBUGU2UORG","bundle":"https://pith.science/pith/JFO5QYTKTP777XJDUBUGU2UORG/bundle.json","state":"https://pith.science/pith/JFO5QYTKTP777XJDUBUGU2UORG/state.json","well_known_bundle":"https://pith.science/.well-known/pith/JFO5QYTKTP777XJDUBUGU2UORG/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:JFO5QYTKTP777XJDUBUGU2UORG","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":"e8b60f7ee220d93abe63094fc0ff4dd337282c5669af8b0073899ad6ccc3b62f","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-04-09T02:53:14Z","title_canon_sha256":"84f878626b8cc8cdc0612388a3ccac80e327ae58cfbc1182eb8896649cebaf4b"},"schema_version":"1.0","source":{"id":"2404.05966","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.05966","created_at":"2026-07-05T10:14:39Z"},{"alias_kind":"arxiv_version","alias_value":"2404.05966v2","created_at":"2026-07-05T10:14:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.05966","created_at":"2026-07-05T10:14:39Z"},{"alias_kind":"pith_short_12","alias_value":"JFO5QYTKTP77","created_at":"2026-07-05T10:14:39Z"},{"alias_kind":"pith_short_16","alias_value":"JFO5QYTKTP777XJD","created_at":"2026-07-05T10:14:39Z"},{"alias_kind":"pith_short_8","alias_value":"JFO5QYTK","created_at":"2026-07-05T10:14:39Z"}],"graph_snapshots":[{"event_id":"sha256:a120efa7736583f4e001598d3394789c040b4564742a8605a9100ead3b7402f1","target":"graph","created_at":"2026-07-05T10:14:39Z","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/2404.05966/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We present THOUGHTSCULPT, a general reasoning and search method for tasks with outputs that can be decomposed into components. THOUGHTSCULPT explores a search tree of potential solutions using Monte Carlo Tree Search (MCTS), building solutions one action at a time and evaluating according to any domain-specific heuristic, which in practice is often simply an LLM evaluator. Critically, our action space includes revision actions: THOUGHTSCULPT may choose to revise part of its previous output rather than continuing to build the rest of its output. Empirically, THOUGHTSCULPT outperforms state-of-t","authors_text":"Dan Klein, Kevin Yang, Yizhou Chi","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-04-09T02:53:14Z","title":"THOUGHTSCULPT: Reasoning with Intermediate Revision and Search"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.05966","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:e8290f9a8840ec5555c4bf28ca07257fc6bee0be72e39800316939d7e1ea583d","target":"record","created_at":"2026-07-05T10:14:39Z","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":"e8b60f7ee220d93abe63094fc0ff4dd337282c5669af8b0073899ad6ccc3b62f","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2024-04-09T02:53:14Z","title_canon_sha256":"84f878626b8cc8cdc0612388a3ccac80e327ae58cfbc1182eb8896649cebaf4b"},"schema_version":"1.0","source":{"id":"2404.05966","kind":"arxiv","version":2}},"canonical_sha256":"495dd8626a9bffffdd23a0686a6a8e89b8e60c80e8b7897217a04e46fc0f919f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"495dd8626a9bffffdd23a0686a6a8e89b8e60c80e8b7897217a04e46fc0f919f","first_computed_at":"2026-07-05T10:14:39.272195Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:14:39.272195Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"AN0FXov+TV0vINfYqPTxR6SVtpstCOtqPnl09h5VUWil3qWdHSJ/ZsNDsaRxwLwPhuL/OQbRS8n1T+hlzcw1Aw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:14:39.272683Z","signed_message":"canonical_sha256_bytes"},"source_id":"2404.05966","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e8290f9a8840ec5555c4bf28ca07257fc6bee0be72e39800316939d7e1ea583d","sha256:a120efa7736583f4e001598d3394789c040b4564742a8605a9100ead3b7402f1"],"state_sha256":"3270844fff76e041e99d1093a9934ef6aba7b358a77c121730a01050562ed309"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"5Sb+OtRAZK58RFJp3WbuuQqSlESh6BoS+pW7RTGCMdzW7wRahIkny2EHN3UfhDppDRgXJSK5t1IQAscIC95fBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-05T20:45:02.753458Z","bundle_sha256":"d0db61f362c14a45fb9bf16b368732430b74ef3ef3041f2621ba9bf2c590d040"}}