{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:ZYYTBATPKKRGFUKMB27TPTU4XT","short_pith_number":"pith:ZYYTBATP","canonical_record":{"source":{"id":"2503.14521","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2025-03-14T19:54:18Z","cross_cats_sorted":["cs.AI","cs.CL"],"title_canon_sha256":"c4c3fa76a4150c9274e226a8e29cc5073262fa47b6a9dc8206865fa75499549f","abstract_canon_sha256":"d6e4b006afe14ce7cc2f4de976e96f29fcc707ef359f13f80ac54d11002994e8"},"schema_version":"1.0"},"canonical_sha256":"ce3130826f52a262d14c0ebf37ce9cbcf258028ee65643536160e5d8f8a33a36","source":{"kind":"arxiv","id":"2503.14521","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.14521","created_at":"2026-07-05T10:34:19Z"},{"alias_kind":"arxiv_version","alias_value":"2503.14521v1","created_at":"2026-07-05T10:34:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.14521","created_at":"2026-07-05T10:34:19Z"},{"alias_kind":"pith_short_12","alias_value":"ZYYTBATPKKRG","created_at":"2026-07-05T10:34:19Z"},{"alias_kind":"pith_short_16","alias_value":"ZYYTBATPKKRGFUKM","created_at":"2026-07-05T10:34:19Z"},{"alias_kind":"pith_short_8","alias_value":"ZYYTBATP","created_at":"2026-07-05T10:34:19Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:ZYYTBATPKKRGFUKMB27TPTU4XT","target":"record","payload":{"canonical_record":{"source":{"id":"2503.14521","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2025-03-14T19:54:18Z","cross_cats_sorted":["cs.AI","cs.CL"],"title_canon_sha256":"c4c3fa76a4150c9274e226a8e29cc5073262fa47b6a9dc8206865fa75499549f","abstract_canon_sha256":"d6e4b006afe14ce7cc2f4de976e96f29fcc707ef359f13f80ac54d11002994e8"},"schema_version":"1.0"},"canonical_sha256":"ce3130826f52a262d14c0ebf37ce9cbcf258028ee65643536160e5d8f8a33a36","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:34:19.241455Z","signature_b64":"nenpzB+bsDz6coFUqwt2XN9CeqWItU9TAfbqTE+tEHUTU2FGc4BMkl+UUK6qkmdfsYpPMZO4tbZh4fqa9f6lDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ce3130826f52a262d14c0ebf37ce9cbcf258028ee65643536160e5d8f8a33a36","last_reissued_at":"2026-07-05T10:34:19.240814Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:34:19.240814Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2503.14521","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":"2026-07-05T10:34:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"rltO0+OZV4CcelKnNuL0ZyJpDO6wuSLdmxWEq40RWdRlJlkU6lVp73M3DWNnENiYWsCGn+eVYnESwYd15XiyCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T23:32:46.628494Z"},"content_sha256":"a45d93b4125215311a5ea1dc32ea355755db4cdc401a42f77ec707b266994630","schema_version":"1.0","event_id":"sha256:a45d93b4125215311a5ea1dc32ea355755db4cdc401a42f77ec707b266994630"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:ZYYTBATPKKRGFUKMB27TPTU4XT","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Policy Frameworks for Transparent Chain-of-Thought Reasoning in Large Language Models","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.CL"],"primary_cat":"cs.CY","authors_text":"Haikang Deng, Kaiqiao Han, Qingyue Zhao, Yihang Chen","submitted_at":"2025-03-14T19:54:18Z","abstract_excerpt":"Chain-of-Thought (CoT) reasoning enhances large language models (LLMs) by decomposing complex problems into step-by-step solutions, improving performance on reasoning tasks. However, current CoT disclosure policies vary widely across different models in frontend visibility, API access, and pricing strategies, lacking a unified policy framework. This paper analyzes the dual-edged implications of full CoT disclosure: while it empowers small-model distillation, fosters trust, and enables error diagnosis, it also risks violating intellectual property, enabling misuse, and incurring operational cos"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.14521","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/2503.14521/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":"2026-07-05T10:34:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"MUJAKzpNFljtrbXUldTWZpiPG8txhL2ZUly6jowWf8AujHlK3+Y20ZsciXqa8a5dkn+RC6b4F6TfYAkjz76xDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-08T23:32:46.629021Z"},"content_sha256":"6ec5bc916fff41573e120a5cb571db9a80de97bbd795da7d612b3dffe1e75e3f","schema_version":"1.0","event_id":"sha256:6ec5bc916fff41573e120a5cb571db9a80de97bbd795da7d612b3dffe1e75e3f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/ZYYTBATPKKRGFUKMB27TPTU4XT/bundle.json","state_url":"https://pith.science/pith/ZYYTBATPKKRGFUKMB27TPTU4XT/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/ZYYTBATPKKRGFUKMB27TPTU4XT/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":"2026-08-08T23:32:46Z","links":{"resolver":"https://pith.science/pith/ZYYTBATPKKRGFUKMB27TPTU4XT","bundle":"https://pith.science/pith/ZYYTBATPKKRGFUKMB27TPTU4XT/bundle.json","state":"https://pith.science/pith/ZYYTBATPKKRGFUKMB27TPTU4XT/state.json","well_known_bundle":"https://pith.science/.well-known/pith/ZYYTBATPKKRGFUKMB27TPTU4XT/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:ZYYTBATPKKRGFUKMB27TPTU4XT","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":"d6e4b006afe14ce7cc2f4de976e96f29fcc707ef359f13f80ac54d11002994e8","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2025-03-14T19:54:18Z","title_canon_sha256":"c4c3fa76a4150c9274e226a8e29cc5073262fa47b6a9dc8206865fa75499549f"},"schema_version":"1.0","source":{"id":"2503.14521","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2503.14521","created_at":"2026-07-05T10:34:19Z"},{"alias_kind":"arxiv_version","alias_value":"2503.14521v1","created_at":"2026-07-05T10:34:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.14521","created_at":"2026-07-05T10:34:19Z"},{"alias_kind":"pith_short_12","alias_value":"ZYYTBATPKKRG","created_at":"2026-07-05T10:34:19Z"},{"alias_kind":"pith_short_16","alias_value":"ZYYTBATPKKRGFUKM","created_at":"2026-07-05T10:34:19Z"},{"alias_kind":"pith_short_8","alias_value":"ZYYTBATP","created_at":"2026-07-05T10:34:19Z"}],"graph_snapshots":[{"event_id":"sha256:6ec5bc916fff41573e120a5cb571db9a80de97bbd795da7d612b3dffe1e75e3f","target":"graph","created_at":"2026-07-05T10:34:19Z","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/2503.14521/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Chain-of-Thought (CoT) reasoning enhances large language models (LLMs) by decomposing complex problems into step-by-step solutions, improving performance on reasoning tasks. However, current CoT disclosure policies vary widely across different models in frontend visibility, API access, and pricing strategies, lacking a unified policy framework. This paper analyzes the dual-edged implications of full CoT disclosure: while it empowers small-model distillation, fosters trust, and enables error diagnosis, it also risks violating intellectual property, enabling misuse, and incurring operational cos","authors_text":"Haikang Deng, Kaiqiao Han, Qingyue Zhao, Yihang Chen","cross_cats":["cs.AI","cs.CL"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2025-03-14T19:54:18Z","title":"Policy Frameworks for Transparent Chain-of-Thought Reasoning in Large Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.14521","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:a45d93b4125215311a5ea1dc32ea355755db4cdc401a42f77ec707b266994630","target":"record","created_at":"2026-07-05T10:34:19Z","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":"d6e4b006afe14ce7cc2f4de976e96f29fcc707ef359f13f80ac54d11002994e8","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2025-03-14T19:54:18Z","title_canon_sha256":"c4c3fa76a4150c9274e226a8e29cc5073262fa47b6a9dc8206865fa75499549f"},"schema_version":"1.0","source":{"id":"2503.14521","kind":"arxiv","version":1}},"canonical_sha256":"ce3130826f52a262d14c0ebf37ce9cbcf258028ee65643536160e5d8f8a33a36","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ce3130826f52a262d14c0ebf37ce9cbcf258028ee65643536160e5d8f8a33a36","first_computed_at":"2026-07-05T10:34:19.240814Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:34:19.240814Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"nenpzB+bsDz6coFUqwt2XN9CeqWItU9TAfbqTE+tEHUTU2FGc4BMkl+UUK6qkmdfsYpPMZO4tbZh4fqa9f6lDw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:34:19.241455Z","signed_message":"canonical_sha256_bytes"},"source_id":"2503.14521","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a45d93b4125215311a5ea1dc32ea355755db4cdc401a42f77ec707b266994630","sha256:6ec5bc916fff41573e120a5cb571db9a80de97bbd795da7d612b3dffe1e75e3f"],"state_sha256":"505615fb3e6bae58f65055c180da8e398bfda4a6a4a56a25f073932f17cd0987"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"4W/HMrvlSXVbR04wbV9ya2wnUaaaVZrT1VqxQVPhhpiFCZWA0tyFEHjpFZ7oFm7ZTFhwYBaWoJnF5QhPPVDMBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-08T23:32:46.634900Z","bundle_sha256":"62ab3056a4d1cf826b8421a32d5229049b8c79ba98785a8ef3538756a14f5fcb"}}