{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:UDUTRFJJKI5INLKLI27JW32MVV","short_pith_number":"pith:UDUTRFJJ","canonical_record":{"source":{"id":"2405.04382","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-05-07T15:05:23Z","cross_cats_sorted":[],"title_canon_sha256":"f00f05e8118e5e88683ec5e7285a681ace78581ee21741f962c1e9e2e6435b4a","abstract_canon_sha256":"9e708a335b7e1ea179511f42a871076f5675f886912e64ccd39da0b2104c9bbe"},"schema_version":"1.0"},"canonical_sha256":"a0e9389529523a86ad4b46be9b6f4cad53763c91c3f5cca06efd8796034abb10","source":{"kind":"arxiv","id":"2405.04382","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.04382","created_at":"2026-07-05T08:16:36Z"},{"alias_kind":"arxiv_version","alias_value":"2405.04382v1","created_at":"2026-07-05T08:16:36Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.04382","created_at":"2026-07-05T08:16:36Z"},{"alias_kind":"pith_short_12","alias_value":"UDUTRFJJKI5I","created_at":"2026-07-05T08:16:36Z"},{"alias_kind":"pith_short_16","alias_value":"UDUTRFJJKI5INLKL","created_at":"2026-07-05T08:16:36Z"},{"alias_kind":"pith_short_8","alias_value":"UDUTRFJJ","created_at":"2026-07-05T08:16:36Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:UDUTRFJJKI5INLKLI27JW32MVV","target":"record","payload":{"canonical_record":{"source":{"id":"2405.04382","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-05-07T15:05:23Z","cross_cats_sorted":[],"title_canon_sha256":"f00f05e8118e5e88683ec5e7285a681ace78581ee21741f962c1e9e2e6435b4a","abstract_canon_sha256":"9e708a335b7e1ea179511f42a871076f5675f886912e64ccd39da0b2104c9bbe"},"schema_version":"1.0"},"canonical_sha256":"a0e9389529523a86ad4b46be9b6f4cad53763c91c3f5cca06efd8796034abb10","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:16:36.320176Z","signature_b64":"0DqH3Fd42oI7nQ/iJksj3HAmhv0XjrxpqBm2FrJS8Dmss5zKUZDApe5aVS1+HUTU9c5Kf5s2FPFa3RX9ooMjDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a0e9389529523a86ad4b46be9b6f4cad53763c91c3f5cca06efd8796034abb10","last_reissued_at":"2026-07-05T08:16:36.319614Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:16:36.319614Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2405.04382","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":"2026-07-05T08:16:36Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+d78n93mXMy2HCHnrD0b4TNLjY8aw50UAlE1sW0eqvz3hmMivp0Q83btv64FdXBGyXmjZmW+8Kh5Cr0BH5a4CQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T18:49:18.752786Z"},"content_sha256":"e1875d035695c0bd88c82eb1b0e1be1343cce5e8cc3d2391d6a17ed93a4cf107","schema_version":"1.0","event_id":"sha256:e1875d035695c0bd88c82eb1b0e1be1343cce5e8cc3d2391d6a17ed93a4cf107"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:UDUTRFJJKI5INLKLI27JW32MVV","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Large Language Models Cannot Explain Themselves","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Advait Sarkar","submitted_at":"2024-05-07T15:05:23Z","abstract_excerpt":"Large language models can be prompted to produce text. They can also be prompted to produce \"explanations\" of their output. But these are not really explanations, because they do not accurately reflect the mechanical process underlying the prediction. The illusion that they reflect the reasoning process can result in significant harms. These \"explanations\" can be valuable, but for promoting critical thinking rather than for understanding the model. I propose a recontextualisation of these \"explanations\", using the term \"exoplanations\" to draw attention to their exogenous nature. I discuss some"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.04382","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/2405.04382/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":"2026-07-05T08:16:36Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"2XZuViJjFQbuR4fxMfyueXkJIZvkvc9HIL+m369Gs1axiU70+YSkTPMpORKDmz7+STYwi/NoI4H2mQ8cLD7hDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T18:49:18.753689Z"},"content_sha256":"c71fb89e68459093a91a825303bc49720e99c99b0eccf8f1663d699a9cb2859e","schema_version":"1.0","event_id":"sha256:c71fb89e68459093a91a825303bc49720e99c99b0eccf8f1663d699a9cb2859e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/UDUTRFJJKI5INLKLI27JW32MVV/bundle.json","state_url":"https://pith.science/pith/UDUTRFJJKI5INLKLI27JW32MVV/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/UDUTRFJJKI5INLKLI27JW32MVV/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":"2026-08-17T18:49:18Z","links":{"resolver":"https://pith.science/pith/UDUTRFJJKI5INLKLI27JW32MVV","bundle":"https://pith.science/pith/UDUTRFJJKI5INLKLI27JW32MVV/bundle.json","state":"https://pith.science/pith/UDUTRFJJKI5INLKLI27JW32MVV/state.json","well_known_bundle":"https://pith.science/.well-known/pith/UDUTRFJJKI5INLKLI27JW32MVV/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:UDUTRFJJKI5INLKLI27JW32MVV","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":"9e708a335b7e1ea179511f42a871076f5675f886912e64ccd39da0b2104c9bbe","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-05-07T15:05:23Z","title_canon_sha256":"f00f05e8118e5e88683ec5e7285a681ace78581ee21741f962c1e9e2e6435b4a"},"schema_version":"1.0","source":{"id":"2405.04382","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.04382","created_at":"2026-07-05T08:16:36Z"},{"alias_kind":"arxiv_version","alias_value":"2405.04382v1","created_at":"2026-07-05T08:16:36Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.04382","created_at":"2026-07-05T08:16:36Z"},{"alias_kind":"pith_short_12","alias_value":"UDUTRFJJKI5I","created_at":"2026-07-05T08:16:36Z"},{"alias_kind":"pith_short_16","alias_value":"UDUTRFJJKI5INLKL","created_at":"2026-07-05T08:16:36Z"},{"alias_kind":"pith_short_8","alias_value":"UDUTRFJJ","created_at":"2026-07-05T08:16:36Z"}],"graph_snapshots":[{"event_id":"sha256:c71fb89e68459093a91a825303bc49720e99c99b0eccf8f1663d699a9cb2859e","target":"graph","created_at":"2026-07-05T08:16:36Z","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/2405.04382/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large language models can be prompted to produce text. They can also be prompted to produce \"explanations\" of their output. But these are not really explanations, because they do not accurately reflect the mechanical process underlying the prediction. The illusion that they reflect the reasoning process can result in significant harms. These \"explanations\" can be valuable, but for promoting critical thinking rather than for understanding the model. I propose a recontextualisation of these \"explanations\", using the term \"exoplanations\" to draw attention to their exogenous nature. I discuss some","authors_text":"Advait Sarkar","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-05-07T15:05:23Z","title":"Large Language Models Cannot Explain Themselves"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.04382","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:e1875d035695c0bd88c82eb1b0e1be1343cce5e8cc3d2391d6a17ed93a4cf107","target":"record","created_at":"2026-07-05T08:16:36Z","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":"9e708a335b7e1ea179511f42a871076f5675f886912e64ccd39da0b2104c9bbe","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2024-05-07T15:05:23Z","title_canon_sha256":"f00f05e8118e5e88683ec5e7285a681ace78581ee21741f962c1e9e2e6435b4a"},"schema_version":"1.0","source":{"id":"2405.04382","kind":"arxiv","version":1}},"canonical_sha256":"a0e9389529523a86ad4b46be9b6f4cad53763c91c3f5cca06efd8796034abb10","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a0e9389529523a86ad4b46be9b6f4cad53763c91c3f5cca06efd8796034abb10","first_computed_at":"2026-07-05T08:16:36.319614Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:16:36.319614Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"0DqH3Fd42oI7nQ/iJksj3HAmhv0XjrxpqBm2FrJS8Dmss5zKUZDApe5aVS1+HUTU9c5Kf5s2FPFa3RX9ooMjDA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:16:36.320176Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.04382","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e1875d035695c0bd88c82eb1b0e1be1343cce5e8cc3d2391d6a17ed93a4cf107","sha256:c71fb89e68459093a91a825303bc49720e99c99b0eccf8f1663d699a9cb2859e"],"state_sha256":"766eaad1121398510f8ca9711e3edac7f72cf811013aa3fd9cf4c5bac1f07218"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"usxnuBtJ2M2IUu+4i8l0Q+3S8pxTJirKZCBImO2hvb4p8j4LLWkIPkwb5C/3Q7uP3uxGSRZMXgAk9qHOidlCBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-17T18:49:18.758599Z","bundle_sha256":"929a75dc989012b02d7d69e1b98aba5134fffbb4a87cd48c19bcf245901dcff0"}}