{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:5W2GJGXLOYC3KJZT3ULXAMSY3G","short_pith_number":"pith:5W2GJGXL","canonical_record":{"source":{"id":"2506.10934","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-06-12T17:41:00Z","cross_cats_sorted":[],"title_canon_sha256":"9d81b5455f92b53ab2b778b305c028de2d683e444f2838c55f11327d7de4279b","abstract_canon_sha256":"77d83585af808eade0938c3f28c72cd3d495da71cd208500e26b8306cea34d5a"},"schema_version":"1.0"},"canonical_sha256":"edb4649aeb7605b52733dd17703258d99d9ef6b02151d65fca9da05be24a1b1a","source":{"kind":"arxiv","id":"2506.10934","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.10934","created_at":"2026-07-05T11:20:40Z"},{"alias_kind":"arxiv_version","alias_value":"2506.10934v1","created_at":"2026-07-05T11:20:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.10934","created_at":"2026-07-05T11:20:40Z"},{"alias_kind":"pith_short_12","alias_value":"5W2GJGXLOYC3","created_at":"2026-07-05T11:20:40Z"},{"alias_kind":"pith_short_16","alias_value":"5W2GJGXLOYC3KJZT","created_at":"2026-07-05T11:20:40Z"},{"alias_kind":"pith_short_8","alias_value":"5W2GJGXL","created_at":"2026-07-05T11:20:40Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:5W2GJGXLOYC3KJZT3ULXAMSY3G","target":"record","payload":{"canonical_record":{"source":{"id":"2506.10934","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-06-12T17:41:00Z","cross_cats_sorted":[],"title_canon_sha256":"9d81b5455f92b53ab2b778b305c028de2d683e444f2838c55f11327d7de4279b","abstract_canon_sha256":"77d83585af808eade0938c3f28c72cd3d495da71cd208500e26b8306cea34d5a"},"schema_version":"1.0"},"canonical_sha256":"edb4649aeb7605b52733dd17703258d99d9ef6b02151d65fca9da05be24a1b1a","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:20:40.612805Z","signature_b64":"Gf4UqvC/ZegYWFugfGXSK6UbXIJVQBSYMRwnAMBozAXthesWuizQ3gNEKVwoyAXZuj6CTJJCIyaUqx5z4Al5BQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"edb4649aeb7605b52733dd17703258d99d9ef6b02151d65fca9da05be24a1b1a","last_reissued_at":"2026-07-05T11:20:40.612220Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:20:40.612220Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.10934","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":"2026-07-05T11:20:40Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"EhCC0lqzxraW4F3MJGjyxrtp4rOkmCSKnyOpf5KjTTOJnhQ4Si3zRcH1IxyLagZa0qMeD9w099guef7HPGU0Bg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T10:06:11.101312Z"},"content_sha256":"4014b96079dd481514d4c774f07103c6c970e0d4f59382ce43d50e852ea23ae3","schema_version":"1.0","event_id":"sha256:4014b96079dd481514d4c774f07103c6c970e0d4f59382ce43d50e852ea23ae3"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:5W2GJGXLOYC3KJZT3ULXAMSY3G","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Dynamic Epistemic Friction in Dialogue","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Abhijnan Nath, James Pustejovsky, Kenneth Lai, Nikhil Krishnaswamy, Timothy Obiso","submitted_at":"2025-06-12T17:41:00Z","abstract_excerpt":"Recent developments in aligning Large Language Models (LLMs) with human preferences have significantly enhanced their utility in human-AI collaborative scenarios. However, such approaches often neglect the critical role of \"epistemic friction,\" or the inherent resistance encountered when updating beliefs in response to new, conflicting, or ambiguous information. In this paper, we define dynamic epistemic friction as the resistance to epistemic integration, characterized by the misalignment between an agent's current belief state and new propositions supported by external evidence. We position "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.10934","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/2506.10934/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":"2026-07-05T11:20:40Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"MKzzGdXniZhdnSAT+aKOMmu022iOqcGCKYzUEbOaPEsbAXzb54tag67PLJk8SJ7Gn7SE+Ni9W+6OOXaXyIbDAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T10:06:11.102291Z"},"content_sha256":"d1372a50321c0525afc5cba243d9dfa0446e17a8e63009641e21fb56f8458211","schema_version":"1.0","event_id":"sha256:d1372a50321c0525afc5cba243d9dfa0446e17a8e63009641e21fb56f8458211"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/5W2GJGXLOYC3KJZT3ULXAMSY3G/bundle.json","state_url":"https://pith.science/pith/5W2GJGXLOYC3KJZT3ULXAMSY3G/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/5W2GJGXLOYC3KJZT3ULXAMSY3G/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":"2026-08-18T10:06:11Z","links":{"resolver":"https://pith.science/pith/5W2GJGXLOYC3KJZT3ULXAMSY3G","bundle":"https://pith.science/pith/5W2GJGXLOYC3KJZT3ULXAMSY3G/bundle.json","state":"https://pith.science/pith/5W2GJGXLOYC3KJZT3ULXAMSY3G/state.json","well_known_bundle":"https://pith.science/.well-known/pith/5W2GJGXLOYC3KJZT3ULXAMSY3G/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:5W2GJGXLOYC3KJZT3ULXAMSY3G","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":"77d83585af808eade0938c3f28c72cd3d495da71cd208500e26b8306cea34d5a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-06-12T17:41:00Z","title_canon_sha256":"9d81b5455f92b53ab2b778b305c028de2d683e444f2838c55f11327d7de4279b"},"schema_version":"1.0","source":{"id":"2506.10934","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.10934","created_at":"2026-07-05T11:20:40Z"},{"alias_kind":"arxiv_version","alias_value":"2506.10934v1","created_at":"2026-07-05T11:20:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.10934","created_at":"2026-07-05T11:20:40Z"},{"alias_kind":"pith_short_12","alias_value":"5W2GJGXLOYC3","created_at":"2026-07-05T11:20:40Z"},{"alias_kind":"pith_short_16","alias_value":"5W2GJGXLOYC3KJZT","created_at":"2026-07-05T11:20:40Z"},{"alias_kind":"pith_short_8","alias_value":"5W2GJGXL","created_at":"2026-07-05T11:20:40Z"}],"graph_snapshots":[{"event_id":"sha256:d1372a50321c0525afc5cba243d9dfa0446e17a8e63009641e21fb56f8458211","target":"graph","created_at":"2026-07-05T11:20:40Z","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/2506.10934/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent developments in aligning Large Language Models (LLMs) with human preferences have significantly enhanced their utility in human-AI collaborative scenarios. However, such approaches often neglect the critical role of \"epistemic friction,\" or the inherent resistance encountered when updating beliefs in response to new, conflicting, or ambiguous information. In this paper, we define dynamic epistemic friction as the resistance to epistemic integration, characterized by the misalignment between an agent's current belief state and new propositions supported by external evidence. We position ","authors_text":"Abhijnan Nath, James Pustejovsky, Kenneth Lai, Nikhil Krishnaswamy, Timothy Obiso","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-06-12T17:41:00Z","title":"Dynamic Epistemic Friction in Dialogue"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.10934","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":"sha256:4014b96079dd481514d4c774f07103c6c970e0d4f59382ce43d50e852ea23ae3","target":"record","created_at":"2026-07-05T11:20:40Z","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":"77d83585af808eade0938c3f28c72cd3d495da71cd208500e26b8306cea34d5a","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-06-12T17:41:00Z","title_canon_sha256":"9d81b5455f92b53ab2b778b305c028de2d683e444f2838c55f11327d7de4279b"},"schema_version":"1.0","source":{"id":"2506.10934","kind":"arxiv","version":1}},"canonical_sha256":"edb4649aeb7605b52733dd17703258d99d9ef6b02151d65fca9da05be24a1b1a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"edb4649aeb7605b52733dd17703258d99d9ef6b02151d65fca9da05be24a1b1a","first_computed_at":"2026-07-05T11:20:40.612220Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:20:40.612220Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Gf4UqvC/ZegYWFugfGXSK6UbXIJVQBSYMRwnAMBozAXthesWuizQ3gNEKVwoyAXZuj6CTJJCIyaUqx5z4Al5BQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:20:40.612805Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.10934","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4014b96079dd481514d4c774f07103c6c970e0d4f59382ce43d50e852ea23ae3","sha256:d1372a50321c0525afc5cba243d9dfa0446e17a8e63009641e21fb56f8458211"],"state_sha256":"a5b4ffdb3331401119096c985a74e6ba46f4fd72498fc67b147f2b84748f0d52"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HN5l+A/NY7Uzr51DwKSgoNrv6/ts89Ld7bpMP/cvfV7SqCFsiSPml0bn1tFABwQUyerJz0BYniPVE7MOeZ6IAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-18T10:06:11.115358Z","bundle_sha256":"fffc57f15b0738c72820ab12886fa78f34d20b4e8c0b3d3b27fa52769d1aa1f1"}}