{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:7VH7KWM5FVJTC4FX47A22I7ZWA","short_pith_number":"pith:7VH7KWM5","canonical_record":{"source":{"id":"2606.05330","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-03T18:17:20Z","cross_cats_sorted":["cs.AI","cs.HC"],"title_canon_sha256":"d0a2fe93622ebd2bba3b566948125823d424af63fbec9b7aaf27ad9ee9747402","abstract_canon_sha256":"ef6373a185ecc806ac4e603c53aef0d7a158a15b5155ada430d88644ce0c8729"},"schema_version":"1.0"},"canonical_sha256":"fd4ff5599d2d533170b7e7c1ad23f9b025fe22c1609b8faf553b09abc841ebe5","source":{"kind":"arxiv","id":"2606.05330","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.05330","created_at":"2026-06-05T00:13:54Z"},{"alias_kind":"arxiv_version","alias_value":"2606.05330v1","created_at":"2026-06-05T00:13:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.05330","created_at":"2026-06-05T00:13:54Z"},{"alias_kind":"pith_short_12","alias_value":"7VH7KWM5FVJT","created_at":"2026-06-05T00:13:54Z"},{"alias_kind":"pith_short_16","alias_value":"7VH7KWM5FVJTC4FX","created_at":"2026-06-05T00:13:54Z"},{"alias_kind":"pith_short_8","alias_value":"7VH7KWM5","created_at":"2026-06-05T00:13:54Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:7VH7KWM5FVJTC4FX47A22I7ZWA","target":"record","payload":{"canonical_record":{"source":{"id":"2606.05330","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-03T18:17:20Z","cross_cats_sorted":["cs.AI","cs.HC"],"title_canon_sha256":"d0a2fe93622ebd2bba3b566948125823d424af63fbec9b7aaf27ad9ee9747402","abstract_canon_sha256":"ef6373a185ecc806ac4e603c53aef0d7a158a15b5155ada430d88644ce0c8729"},"schema_version":"1.0"},"canonical_sha256":"fd4ff5599d2d533170b7e7c1ad23f9b025fe22c1609b8faf553b09abc841ebe5","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-05T00:13:54.173126Z","signature_b64":"lbzscO75hUyN1tgU+jWtsKpdZ5ctKOZRkzQVwYCSbVrBSHHEnK3zccBwkTI8BpXfvL5WKWwEmEb1tKVGw/5wCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"fd4ff5599d2d533170b7e7c1ad23f9b025fe22c1609b8faf553b09abc841ebe5","last_reissued_at":"2026-06-05T00:13:54.172564Z","signature_status":"signed_v1","first_computed_at":"2026-06-05T00:13:54.172564Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.05330","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":"2026-06-05T00:13:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"gPS1Ojcy50sOY8hIGkkW9qr3iZWgc//RNf81CZd3UkfInqLzm/aSiiXG+paxX7iYFg7w1zxcBlRXl/Opt3Y3Bg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-06T18:36:55.721652Z"},"content_sha256":"cf8d2ac8175bb4663290cd084c6329520b66047a68c4cfe19373ff2d856c9575","schema_version":"1.0","event_id":"sha256:cf8d2ac8175bb4663290cd084c6329520b66047a68c4cfe19373ff2d856c9575"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:7VH7KWM5FVJTC4FX47A22I7ZWA","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A Model of Multi-turn Human Persuadability Using Probabilistic Belief Tracing","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":["cs.AI","cs.HC"],"primary_cat":"cs.CL","authors_text":"Jared Moore, Max Kleiman-Weiner, Nick Haber, Noah Goodman","submitted_at":"2026-06-03T18:17:20Z","abstract_excerpt":"Large language models can shift human beliefs across high-stakes domains, but most persuasion studies rely on pre/post belief change. These endpoint measures identify whether persuasion occurred, yet miss where and how beliefs moved within a dialogue. We present PERSUASIONTRACE, a framework for studying persuasion in human-LLM interaction. Built on a web-based experimental platform, PERSUASIONTRACE contributes a tool for multi-turn persuasion studies and a process-level evaluation protocol: it records multi-turn belief reports from human or simulated targets of persuasion, annotates persuader "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.05330","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/2606.05330/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":"2026-06-05T00:13:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"d//JzHMWk8xUUI9A0mw8CxCNTBQkGWjqiw6Eltk4iyUvu7m8CPCfpXSuTvJ4JBNX7tc2weC1qFoqqKZKli5oAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-06T18:36:55.722374Z"},"content_sha256":"216f0496c00fe914aaa0d4e0173be1c8e408944ab439697baead1c7fe5893de5","schema_version":"1.0","event_id":"sha256:216f0496c00fe914aaa0d4e0173be1c8e408944ab439697baead1c7fe5893de5"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/7VH7KWM5FVJTC4FX47A22I7ZWA/bundle.json","state_url":"https://pith.science/pith/7VH7KWM5FVJTC4FX47A22I7ZWA/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/7VH7KWM5FVJTC4FX47A22I7ZWA/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":"2026-06-06T18:36:55Z","links":{"resolver":"https://pith.science/pith/7VH7KWM5FVJTC4FX47A22I7ZWA","bundle":"https://pith.science/pith/7VH7KWM5FVJTC4FX47A22I7ZWA/bundle.json","state":"https://pith.science/pith/7VH7KWM5FVJTC4FX47A22I7ZWA/state.json","well_known_bundle":"https://pith.science/.well-known/pith/7VH7KWM5FVJTC4FX47A22I7ZWA/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:7VH7KWM5FVJTC4FX47A22I7ZWA","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":"ef6373a185ecc806ac4e603c53aef0d7a158a15b5155ada430d88644ce0c8729","cross_cats_sorted":["cs.AI","cs.HC"],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-03T18:17:20Z","title_canon_sha256":"d0a2fe93622ebd2bba3b566948125823d424af63fbec9b7aaf27ad9ee9747402"},"schema_version":"1.0","source":{"id":"2606.05330","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.05330","created_at":"2026-06-05T00:13:54Z"},{"alias_kind":"arxiv_version","alias_value":"2606.05330v1","created_at":"2026-06-05T00:13:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.05330","created_at":"2026-06-05T00:13:54Z"},{"alias_kind":"pith_short_12","alias_value":"7VH7KWM5FVJT","created_at":"2026-06-05T00:13:54Z"},{"alias_kind":"pith_short_16","alias_value":"7VH7KWM5FVJTC4FX","created_at":"2026-06-05T00:13:54Z"},{"alias_kind":"pith_short_8","alias_value":"7VH7KWM5","created_at":"2026-06-05T00:13:54Z"}],"graph_snapshots":[{"event_id":"sha256:216f0496c00fe914aaa0d4e0173be1c8e408944ab439697baead1c7fe5893de5","target":"graph","created_at":"2026-06-05T00:13:54Z","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/2606.05330/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large language models can shift human beliefs across high-stakes domains, but most persuasion studies rely on pre/post belief change. These endpoint measures identify whether persuasion occurred, yet miss where and how beliefs moved within a dialogue. We present PERSUASIONTRACE, a framework for studying persuasion in human-LLM interaction. Built on a web-based experimental platform, PERSUASIONTRACE contributes a tool for multi-turn persuasion studies and a process-level evaluation protocol: it records multi-turn belief reports from human or simulated targets of persuasion, annotates persuader ","authors_text":"Jared Moore, Max Kleiman-Weiner, Nick Haber, Noah Goodman","cross_cats":["cs.AI","cs.HC"],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-03T18:17:20Z","title":"A Model of Multi-turn Human Persuadability Using Probabilistic Belief Tracing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.05330","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:cf8d2ac8175bb4663290cd084c6329520b66047a68c4cfe19373ff2d856c9575","target":"record","created_at":"2026-06-05T00:13:54Z","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":"ef6373a185ecc806ac4e603c53aef0d7a158a15b5155ada430d88644ce0c8729","cross_cats_sorted":["cs.AI","cs.HC"],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-03T18:17:20Z","title_canon_sha256":"d0a2fe93622ebd2bba3b566948125823d424af63fbec9b7aaf27ad9ee9747402"},"schema_version":"1.0","source":{"id":"2606.05330","kind":"arxiv","version":1}},"canonical_sha256":"fd4ff5599d2d533170b7e7c1ad23f9b025fe22c1609b8faf553b09abc841ebe5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"fd4ff5599d2d533170b7e7c1ad23f9b025fe22c1609b8faf553b09abc841ebe5","first_computed_at":"2026-06-05T00:13:54.172564Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-05T00:13:54.172564Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"lbzscO75hUyN1tgU+jWtsKpdZ5ctKOZRkzQVwYCSbVrBSHHEnK3zccBwkTI8BpXfvL5WKWwEmEb1tKVGw/5wCg==","signature_status":"signed_v1","signed_at":"2026-06-05T00:13:54.173126Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.05330","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cf8d2ac8175bb4663290cd084c6329520b66047a68c4cfe19373ff2d856c9575","sha256:216f0496c00fe914aaa0d4e0173be1c8e408944ab439697baead1c7fe5893de5"],"state_sha256":"7f221ed66e8889b26a3e35c656ae1cc17b912cb0268b17c035250ce6415a6356"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"iF/6Zt6sd2X8mnM6xCpRf7BfDDoVh8VYYNgehg1Y6PxZwdeWCzbpjnSlkZHzzHfcRrN0QL726wy85+KsLIhvAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-06T18:36:55.725553Z","bundle_sha256":"d095e8726e7b30c0a73133bea7ee01fba50942f96cd51cd2c557d31aa8d4ca68"}}