{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:NPDDQJZOZMGH6RRBYW5NG46F37","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":"993add233b84488ef296c1f2ead33b77e98e77aa97500142bea8a3583d79cb32","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-03-19T02:34:18Z","title_canon_sha256":"8b4945a33b67a4bcfdd0f1de5efe677aa5d292498d1f36ca18779d0152a427b4"},"schema_version":"1.0","source":{"id":"2403.12373","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.12373","created_at":"2026-07-05T07:59:22Z"},{"alias_kind":"arxiv_version","alias_value":"2403.12373v3","created_at":"2026-07-05T07:59:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.12373","created_at":"2026-07-05T07:59:22Z"},{"alias_kind":"pith_short_12","alias_value":"NPDDQJZOZMGH","created_at":"2026-07-05T07:59:22Z"},{"alias_kind":"pith_short_16","alias_value":"NPDDQJZOZMGH6RRB","created_at":"2026-07-05T07:59:22Z"},{"alias_kind":"pith_short_8","alias_value":"NPDDQJZO","created_at":"2026-07-05T07:59:22Z"}],"graph_snapshots":[{"event_id":"sha256:5ce643d3ab49e7cf58b961f2c304d6875627423ff219aecca9cc172ed09c955f","target":"graph","created_at":"2026-07-05T07:59:22Z","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/2403.12373/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large Language Models (LLMs) have achieved impressive performance across various reasoning tasks. However, even state-of-the-art LLMs such as ChatGPT are prone to logical errors during their reasoning processes. Existing solutions, such as deploying task-specific verifiers or voting over multiple reasoning paths, either require extensive human annotations or fail in scenarios with inconsistent responses. To address these challenges, we introduce RankPrompt, a new prompting method that enables LLMs to self-rank their responses without additional resources. RankPrompt breaks down the ranking pro","authors_text":"Chi Hu, Hang Cao, Jingbo Zhu, Qiang Li, Tong Xiao, Xiangnan Ma, Yonghua Yang, Yuan Ge","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-03-19T02:34:18Z","title":"RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.12373","kind":"arxiv","version":3},"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:c8b42bd8e85626ef6d17c5c92f466de82c262be68fccc3316dcedeb641a1c1c8","target":"record","created_at":"2026-07-05T07:59:22Z","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":"993add233b84488ef296c1f2ead33b77e98e77aa97500142bea8a3583d79cb32","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-03-19T02:34:18Z","title_canon_sha256":"8b4945a33b67a4bcfdd0f1de5efe677aa5d292498d1f36ca18779d0152a427b4"},"schema_version":"1.0","source":{"id":"2403.12373","kind":"arxiv","version":3}},"canonical_sha256":"6bc638272ecb0c7f4621c5bad373c5dfd1dcb236600af8fe3a4013408956d72c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6bc638272ecb0c7f4621c5bad373c5dfd1dcb236600af8fe3a4013408956d72c","first_computed_at":"2026-07-05T07:59:22.900376Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:59:22.900376Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"sjp7vSeoHoLVnnEcl1e6fNiJVsIdybDWzs1qLwh7e9CBd1e4/iGZ984xxS640CVUgcyi5272Z1XU4MtYH67UDw==","signature_status":"signed_v1","signed_at":"2026-07-05T07:59:22.900794Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.12373","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c8b42bd8e85626ef6d17c5c92f466de82c262be68fccc3316dcedeb641a1c1c8","sha256:5ce643d3ab49e7cf58b961f2c304d6875627423ff219aecca9cc172ed09c955f"],"state_sha256":"3783e4587019ea7c2f45917ec3a1271eda88f24abcd17e871dd3f23e958e1c1c"}