{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:25JFCHR6FLZ3HI62JARUCZMX52","short_pith_number":"pith:25JFCHR6","canonical_record":{"source":{"id":"2403.19167","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-03-28T06:28:35Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"3cea53ddeaaae078a5ace4db9db75deb5e40686581995077baa63b6b6c5025e5","abstract_canon_sha256":"00545640f223d6803c1949162253df0876f7c3ba7237629014f6064f12477e74"},"schema_version":"1.0"},"canonical_sha256":"d752511e3e2af3b3a3da4823416597eeab71428cc58b72216e97ec3e054381aa","source":{"kind":"arxiv","id":"2403.19167","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.19167","created_at":"2026-07-05T08:01:45Z"},{"alias_kind":"arxiv_version","alias_value":"2403.19167v1","created_at":"2026-07-05T08:01:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.19167","created_at":"2026-07-05T08:01:45Z"},{"alias_kind":"pith_short_12","alias_value":"25JFCHR6FLZ3","created_at":"2026-07-05T08:01:45Z"},{"alias_kind":"pith_short_16","alias_value":"25JFCHR6FLZ3HI62","created_at":"2026-07-05T08:01:45Z"},{"alias_kind":"pith_short_8","alias_value":"25JFCHR6","created_at":"2026-07-05T08:01:45Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:25JFCHR6FLZ3HI62JARUCZMX52","target":"record","payload":{"canonical_record":{"source":{"id":"2403.19167","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-03-28T06:28:35Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"3cea53ddeaaae078a5ace4db9db75deb5e40686581995077baa63b6b6c5025e5","abstract_canon_sha256":"00545640f223d6803c1949162253df0876f7c3ba7237629014f6064f12477e74"},"schema_version":"1.0"},"canonical_sha256":"d752511e3e2af3b3a3da4823416597eeab71428cc58b72216e97ec3e054381aa","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:01:45.655989Z","signature_b64":"lwmRSNQ9erotEpArB0wJxIO639KvaBFyNHgP3pY8dcEAmv2RdwNkoAkFwvk3Mb9ZkA074RnZLBMuF7BasuY+Ag==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d752511e3e2af3b3a3da4823416597eeab71428cc58b72216e97ec3e054381aa","last_reissued_at":"2026-07-05T08:01:45.655480Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:01:45.655480Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2403.19167","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:01:45Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"G26zNn0/wneIM3Zd9d98TGApQa+hg22eEyzRyE1pLDmycc1dmggeR7dWiVfODWJqphQ8BfYptWJlZjwyhi4oCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T13:30:56.311411Z"},"content_sha256":"0d3c53690c236461cd19c964cf7dbd204c449b893221cd2b3beac6df29bedd89","schema_version":"1.0","event_id":"sha256:0d3c53690c236461cd19c964cf7dbd204c449b893221cd2b3beac6df29bedd89"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:25JFCHR6FLZ3HI62JARUCZMX52","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CL","authors_text":"Hai Zhao, Yexin Wu, Zhuosheng Zhang","submitted_at":"2024-03-28T06:28:35Z","abstract_excerpt":"Large language models have manifested remarkable capabilities by leveraging chain-of-thought (CoT) reasoning techniques to solve intricate questions through step-by-step reasoning chains. Despite its success, the efficacy of such reasoning is inherently contingent upon the quality of CoT. However, flawless CoT reasoning cannot be guaranteed due to the presence of indecomposable questions and the potential for erroneous reasoning chains, particularly in the case of small-scale language models. To tackle this challenge, we propose a novel approach called the selective filtering reasoner (SelF-Re"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.19167","kind":"arxiv","version":1},"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/2403.19167/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":"2026-07-05T08:01:45Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"tzETbLo+53RN5wkWrgewWWd9GHrnZOPX2Tegm9S8B75f+uKDBKv/AmlGIoTG5i+vM5esiJUkOM/9xTFD+amGBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T13:30:56.311746Z"},"content_sha256":"e37160446dbc03050ff8bde203b0279b0d39ab194ab42586bd0c100defeff27d","schema_version":"1.0","event_id":"sha256:e37160446dbc03050ff8bde203b0279b0d39ab194ab42586bd0c100defeff27d"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/25JFCHR6FLZ3HI62JARUCZMX52/bundle.json","state_url":"https://pith.science/pith/25JFCHR6FLZ3HI62JARUCZMX52/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/25JFCHR6FLZ3HI62JARUCZMX52/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":"2026-08-20T13:30:56Z","links":{"resolver":"https://pith.science/pith/25JFCHR6FLZ3HI62JARUCZMX52","bundle":"https://pith.science/pith/25JFCHR6FLZ3HI62JARUCZMX52/bundle.json","state":"https://pith.science/pith/25JFCHR6FLZ3HI62JARUCZMX52/state.json","well_known_bundle":"https://pith.science/.well-known/pith/25JFCHR6FLZ3HI62JARUCZMX52/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:25JFCHR6FLZ3HI62JARUCZMX52","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":"00545640f223d6803c1949162253df0876f7c3ba7237629014f6064f12477e74","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-03-28T06:28:35Z","title_canon_sha256":"3cea53ddeaaae078a5ace4db9db75deb5e40686581995077baa63b6b6c5025e5"},"schema_version":"1.0","source":{"id":"2403.19167","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.19167","created_at":"2026-07-05T08:01:45Z"},{"alias_kind":"arxiv_version","alias_value":"2403.19167v1","created_at":"2026-07-05T08:01:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.19167","created_at":"2026-07-05T08:01:45Z"},{"alias_kind":"pith_short_12","alias_value":"25JFCHR6FLZ3","created_at":"2026-07-05T08:01:45Z"},{"alias_kind":"pith_short_16","alias_value":"25JFCHR6FLZ3HI62","created_at":"2026-07-05T08:01:45Z"},{"alias_kind":"pith_short_8","alias_value":"25JFCHR6","created_at":"2026-07-05T08:01:45Z"}],"graph_snapshots":[{"event_id":"sha256:e37160446dbc03050ff8bde203b0279b0d39ab194ab42586bd0c100defeff27d","target":"graph","created_at":"2026-07-05T08:01:45Z","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/2403.19167/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large language models have manifested remarkable capabilities by leveraging chain-of-thought (CoT) reasoning techniques to solve intricate questions through step-by-step reasoning chains. Despite its success, the efficacy of such reasoning is inherently contingent upon the quality of CoT. However, flawless CoT reasoning cannot be guaranteed due to the presence of indecomposable questions and the potential for erroneous reasoning chains, particularly in the case of small-scale language models. To tackle this challenge, we propose a novel approach called the selective filtering reasoner (SelF-Re","authors_text":"Hai Zhao, Yexin Wu, Zhuosheng Zhang","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-03-28T06:28:35Z","title":"Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.19167","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":"sha256:0d3c53690c236461cd19c964cf7dbd204c449b893221cd2b3beac6df29bedd89","target":"record","created_at":"2026-07-05T08:01:45Z","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":"00545640f223d6803c1949162253df0876f7c3ba7237629014f6064f12477e74","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-03-28T06:28:35Z","title_canon_sha256":"3cea53ddeaaae078a5ace4db9db75deb5e40686581995077baa63b6b6c5025e5"},"schema_version":"1.0","source":{"id":"2403.19167","kind":"arxiv","version":1}},"canonical_sha256":"d752511e3e2af3b3a3da4823416597eeab71428cc58b72216e97ec3e054381aa","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d752511e3e2af3b3a3da4823416597eeab71428cc58b72216e97ec3e054381aa","first_computed_at":"2026-07-05T08:01:45.655480Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:01:45.655480Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"lwmRSNQ9erotEpArB0wJxIO639KvaBFyNHgP3pY8dcEAmv2RdwNkoAkFwvk3Mb9ZkA074RnZLBMuF7BasuY+Ag==","signature_status":"signed_v1","signed_at":"2026-07-05T08:01:45.655989Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.19167","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0d3c53690c236461cd19c964cf7dbd204c449b893221cd2b3beac6df29bedd89","sha256:e37160446dbc03050ff8bde203b0279b0d39ab194ab42586bd0c100defeff27d"],"state_sha256":"34ea62fdb231d8eaa3c2a31201a59c4142eeb394128bda9b9ff7793dcd29b3b0"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"QOan0+BANHPcNQCEpk7WvC/NK02SQTL+GHwaRjFZsGrPm6ju7oVGx5aRpgbTdNx7IOKG8NBs/WQ6UJpt2FgrBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-20T13:30:56.314955Z","bundle_sha256":"bab7ea8a4d6505a3c819ea24c0c8faa0013de36cc5d188e5cb5d1a0e895006f7"}}