{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:67TQKPGUGS6NJPUJXM3CLVBRR6","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":"c51df30f096c62b2150602ae5df739c83f9c112648aa1c1e449d1dd482d24562","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-06-02T04:36:32Z","title_canon_sha256":"1a4bd39d3a5d860360e58c5367e165607c7484b91d73ee404eb4be8f53197fe2"},"schema_version":"1.0","source":{"id":"2606.03142","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.03142","created_at":"2026-06-03T01:05:32Z"},{"alias_kind":"arxiv_version","alias_value":"2606.03142v1","created_at":"2026-06-03T01:05:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.03142","created_at":"2026-06-03T01:05:32Z"},{"alias_kind":"pith_short_12","alias_value":"67TQKPGUGS6N","created_at":"2026-06-03T01:05:32Z"},{"alias_kind":"pith_short_16","alias_value":"67TQKPGUGS6NJPUJ","created_at":"2026-06-03T01:05:32Z"},{"alias_kind":"pith_short_8","alias_value":"67TQKPGU","created_at":"2026-06-03T01:05:32Z"}],"graph_snapshots":[{"event_id":"sha256:3ef9b21503029a13746a387b74e105e94458d349df7c058f0b88b1270963506b","target":"graph","created_at":"2026-06-03T01:05:32Z","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/2606.03142/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large Vision-Language Models (LVLMs) show strong visualization interpretation, yet it is unclear whether their responses reflect genuine reasoning over visual evidence or factual priors learned during training. Current evaluations mix these two sources, obscuring when correct visual interpretation is overridden by memorized facts. We present a framework that isolates visual correctness from factual correctness, revealing validity limitations in existing visualization literacy assessments. Across three experiments with 15 state-of-the-art LVLMs: (1) several models reach human-level performance ","authors_text":"Bohyoung Kim, Hyunjoo Song, Jaeyoung Kim, Jinwook Seo, Jiwon Song, Seokhyeon Park, Sihyeon Lee, Soohyun Lee","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-06-02T04:36:32Z","title":"Disentangling Visual and Factual Correctness in LVLMs' Visualization Literacy"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.03142","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:f8bc198fa097e21da267639f00d3b5ffa6f03b546f5a26ff1706b987e5c0f94f","target":"record","created_at":"2026-06-03T01:05:32Z","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":"c51df30f096c62b2150602ae5df739c83f9c112648aa1c1e449d1dd482d24562","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-06-02T04:36:32Z","title_canon_sha256":"1a4bd39d3a5d860360e58c5367e165607c7484b91d73ee404eb4be8f53197fe2"},"schema_version":"1.0","source":{"id":"2606.03142","kind":"arxiv","version":1}},"canonical_sha256":"f7e7053cd434bcd4be89bb3625d4318f9a98487dee06a76df0bb7472b0a7f264","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f7e7053cd434bcd4be89bb3625d4318f9a98487dee06a76df0bb7472b0a7f264","first_computed_at":"2026-06-03T01:05:32.835042Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-03T01:05:32.835042Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"LFgdJCJW39XMRxgro0kEjpomDGFSUL3sOrvgc9NV44bxskt1QTuvvAryBQdYKbI9l0XGDZn+VOWGuD68YKhkBg==","signature_status":"signed_v1","signed_at":"2026-06-03T01:05:32.835453Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.03142","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f8bc198fa097e21da267639f00d3b5ffa6f03b546f5a26ff1706b987e5c0f94f","sha256:3ef9b21503029a13746a387b74e105e94458d349df7c058f0b88b1270963506b"],"state_sha256":"803a951b988fe66c895428e7964d1fe8d159ce07b4a85f7141aef03909951ca4"}