{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:6EK67C6JZD4P76LN4TFGSU7MQL","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":"765a146e09465621b45a69135bfac8b7a588e213b38aed4054a3d6999fba6212","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.GT","submitted_at":"2025-02-03T18:20:10Z","title_canon_sha256":"8f8319d2d8e49d6cfaaac09f34d0bd1b3785735607a45a5d9d7966d338fafce0"},"schema_version":"1.0","source":{"id":"2502.01587","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.01587","created_at":"2026-07-05T10:08:56Z"},{"alias_kind":"arxiv_version","alias_value":"2502.01587v1","created_at":"2026-07-05T10:08:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.01587","created_at":"2026-07-05T10:08:56Z"},{"alias_kind":"pith_short_12","alias_value":"6EK67C6JZD4P","created_at":"2026-07-05T10:08:56Z"},{"alias_kind":"pith_short_16","alias_value":"6EK67C6JZD4P76LN","created_at":"2026-07-05T10:08:56Z"},{"alias_kind":"pith_short_8","alias_value":"6EK67C6J","created_at":"2026-07-05T10:08:56Z"}],"graph_snapshots":[{"event_id":"sha256:47a00a1c0a498747842ef2d1501ac0ecf20ce247053d9a95fc6c8a6edd556ca3","target":"graph","created_at":"2026-07-05T10:08:56Z","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/2502.01587/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Information design (ID) explores how a sender influence the optimal behavior of receivers to achieve specific objectives. While ID originates from everyday human communication, existing game-theoretic and machine learning methods often model information structures as numbers, which limits many applications to toy games. This work leverages LLMs and proposes a verbalized framework in Bayesian persuasion (BP), which extends classic BP to real-world games involving human dialogues for the first time. Specifically, we map the BP to a verbalized mediator-augmented extensive-form game, where LLMs in","authors_text":"Baoxiang Wang, Bo Jin, Hongyuan Zha, Wenhao Li, Xiangfeng Wang, Yue Lin","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.GT","submitted_at":"2025-02-03T18:20:10Z","title":"Verbalized Bayesian Persuasion"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.01587","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:ce2fd0b91136da634fd45e5c494461528a3699bf1dbd26a2c27025254353d097","target":"record","created_at":"2026-07-05T10:08:56Z","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":"765a146e09465621b45a69135bfac8b7a588e213b38aed4054a3d6999fba6212","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.GT","submitted_at":"2025-02-03T18:20:10Z","title_canon_sha256":"8f8319d2d8e49d6cfaaac09f34d0bd1b3785735607a45a5d9d7966d338fafce0"},"schema_version":"1.0","source":{"id":"2502.01587","kind":"arxiv","version":1}},"canonical_sha256":"f115ef8bc9c8f8fff96de4ca6953ec82fea5e913ec580e4fb92d72d8fe70bc3b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f115ef8bc9c8f8fff96de4ca6953ec82fea5e913ec580e4fb92d72d8fe70bc3b","first_computed_at":"2026-07-05T10:08:56.776342Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:08:56.776342Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"JG8GEHoUbHHnV1NfS5NWLxV4O5qcaK0UH+udafGpfq9PpZSvv0FnIMawmqB/nE4qvcO4C/71bQ04kTi57HdgAg==","signature_status":"signed_v1","signed_at":"2026-07-05T10:08:56.776806Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.01587","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ce2fd0b91136da634fd45e5c494461528a3699bf1dbd26a2c27025254353d097","sha256:47a00a1c0a498747842ef2d1501ac0ecf20ce247053d9a95fc6c8a6edd556ca3"],"state_sha256":"d07fb47e90206cbcc271576591d7a6d5a7738980f4b7e7c419318face928aba6"}