{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:3IGIBAB7ZKY5EBKUJKVJSAIKZC","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":"0dfae06e6b5f85f681bffe7cd6e1553daaf76179ec98f8062bb4c685004c2e02","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-08-03T02:07:51Z","title_canon_sha256":"e8c6ab0e745b8126dabc8d27322bfa7115db9d399133f25e5a076ac73653d1e0"},"schema_version":"1.0","source":{"id":"2608.01598","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.01598","created_at":"2026-08-04T02:06:06Z"},{"alias_kind":"arxiv_version","alias_value":"2608.01598v1","created_at":"2026-08-04T02:06:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.01598","created_at":"2026-08-04T02:06:06Z"},{"alias_kind":"pith_short_12","alias_value":"3IGIBAB7ZKY5","created_at":"2026-08-04T02:06:06Z"},{"alias_kind":"pith_short_16","alias_value":"3IGIBAB7ZKY5EBKU","created_at":"2026-08-04T02:06:06Z"},{"alias_kind":"pith_short_8","alias_value":"3IGIBAB7","created_at":"2026-08-04T02:06:06Z"}],"graph_snapshots":[{"event_id":"sha256:3fdd531a2cb3d8ca38774349cca673559e11f4ef94707301ab401bc079636e5b","target":"graph","created_at":"2026-08-04T02:06:06Z","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/2608.01598/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Simulating human-like Theory of Mind (ToM) has been a longstanding problem in natural language processing (NLP). To address this, existing works introduce a reasoning step of event hiding (a.k.a. perspective-taking), where events unknown to a character are removed before question answering. However, resorting to event hiding for ToM reasoning presents a performance degradation issue due to the strict output format constraints involved in event hiding. To mitigate this issue, we propose generating perspective-taking outputs as free-form explanations without event hiding, but this poses a notabl","authors_text":"Eojin Jeon, SangKeun Lee","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-08-03T02:07:51Z","title":"PICTURE: Enhancing Theory-of-Mind in Large Language Models by Revealing, Not Hiding, Characters' Lack of Knowledge"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.01598","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":"sha256:05330b38638d5729ca575366493c71d711da2f0e5bfa135440803676012a002e","target":"record","created_at":"2026-08-04T02:06:06Z","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":"0dfae06e6b5f85f681bffe7cd6e1553daaf76179ec98f8062bb4c685004c2e02","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-08-03T02:07:51Z","title_canon_sha256":"e8c6ab0e745b8126dabc8d27322bfa7115db9d399133f25e5a076ac73653d1e0"},"schema_version":"1.0","source":{"id":"2608.01598","kind":"arxiv","version":1}},"canonical_sha256":"da0c80803fcab1d205544aaa99010ac8bf9720a2a2cf568715e8d76ba507f0b1","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"da0c80803fcab1d205544aaa99010ac8bf9720a2a2cf568715e8d76ba507f0b1","first_computed_at":"2026-08-04T02:06:06.129058Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-04T02:06:06.129058Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"yqkAM9xNQiOxXbW1a0CjIB1dobZaJBcbB2aL9O1XqtZg0jMxOt19IV9z8mXF3UywqyWIcaXL3C5DgX6DWO13AQ==","signature_status":"signed_v1","signed_at":"2026-08-04T02:06:06.130605Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.01598","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:05330b38638d5729ca575366493c71d711da2f0e5bfa135440803676012a002e","sha256:3fdd531a2cb3d8ca38774349cca673559e11f4ef94707301ab401bc079636e5b"],"state_sha256":"45d01232bca2d165fa204b445815b19dcc920f9f322ec2b95b27f66f7cf79f6a"}