{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:ACNRNWVUDXC4SQR6P3AMG5R2GA","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":"64c34ebef3cb74943ac04b0b84b02f3ac1f9a23a06defdc9e3f04ca0e9ca33e9","cross_cats_sorted":["cs.AI","cs.LG","cs.LO"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-01-03T02:55:44Z","title_canon_sha256":"4833975575dd74f01487bf5db7dd9aaf3d93d95c76ac58921d7c8064dab2b44d"},"schema_version":"1.0","source":{"id":"2501.02026","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.02026","created_at":"2026-07-05T09:57:00Z"},{"alias_kind":"arxiv_version","alias_value":"2501.02026v1","created_at":"2026-07-05T09:57:00Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.02026","created_at":"2026-07-05T09:57:00Z"},{"alias_kind":"pith_short_12","alias_value":"ACNRNWVUDXC4","created_at":"2026-07-05T09:57:00Z"},{"alias_kind":"pith_short_16","alias_value":"ACNRNWVUDXC4SQR6","created_at":"2026-07-05T09:57:00Z"},{"alias_kind":"pith_short_8","alias_value":"ACNRNWVU","created_at":"2026-07-05T09:57:00Z"}],"graph_snapshots":[{"event_id":"sha256:624a11f0d66b5f774ac9a630f9a1387652eea85c97a7fdf43cccb1d588ee4929","target":"graph","created_at":"2026-07-05T09:57:00Z","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/2501.02026/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Enhancing the reasoning capabilities of Large Language Models remains a critical challenge in artificial intelligence. We introduce RDoLT, Recursive Decomposition of Logical Thought prompting, a novel framework that significantly boosts LLM reasoning performance. RDoLT is built on three key innovations: (1) recursively breaking down complex reasoning tasks into sub-tasks of progressive complexity; (2) employing an advanced selection and scoring mechanism to identify the most promising reasoning thoughts; and (3) integrating a knowledge propagation module that mimics human learning by keeping t","authors_text":"Ateeq Ur Rehman Butt, Jiashu Zhang, Kaleem Ullah Qasim, Tariq Alsahfi","cross_cats":["cs.AI","cs.LG","cs.LO"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-01-03T02:55:44Z","title":"Recursive Decomposition of Logical Thoughts: Framework for Superior Reasoning and Knowledge Propagation in Large Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.02026","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:d23eefdcd3108dbe7d63853b0c5ea538cc26bd2872b1ce24258f70202604c667","target":"record","created_at":"2026-07-05T09:57:00Z","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":"64c34ebef3cb74943ac04b0b84b02f3ac1f9a23a06defdc9e3f04ca0e9ca33e9","cross_cats_sorted":["cs.AI","cs.LG","cs.LO"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2025-01-03T02:55:44Z","title_canon_sha256":"4833975575dd74f01487bf5db7dd9aaf3d93d95c76ac58921d7c8064dab2b44d"},"schema_version":"1.0","source":{"id":"2501.02026","kind":"arxiv","version":1}},"canonical_sha256":"009b16dab41dc5c9423e7ec0c3763a3008daa6d6e04df8a2cf61eddefa7f74b1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"009b16dab41dc5c9423e7ec0c3763a3008daa6d6e04df8a2cf61eddefa7f74b1","first_computed_at":"2026-07-05T09:57:00.462255Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:57:00.462255Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Vw9lYAv1Fhjzbfbie2yA8/GcLP8QEM9QXi0AVNQHwmptmgsrSCwJol4nIYJ28YWLfALBYE6To3hqthAPIx9jDg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:57:00.462680Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.02026","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d23eefdcd3108dbe7d63853b0c5ea538cc26bd2872b1ce24258f70202604c667","sha256:624a11f0d66b5f774ac9a630f9a1387652eea85c97a7fdf43cccb1d588ee4929"],"state_sha256":"a144f48d9a4c5299e05595947f19ab19c1f8b180d259dadeaa60ef30d7b60c21"}