{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:HUVV4Z3B34IT5APZRW3SH2OHPB","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":"247d034212e31d5513e19d6f1812287e71fa92149ac2252c0e380153976cbc19","cross_cats_sorted":["cs.AI","cs.CL","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-10-30T15:25:06Z","title_canon_sha256":"368e2502e4e2831529c9b6803a6baf86f86d9f24dddf8b120d93bbcb697609b3"},"schema_version":"1.0","source":{"id":"2410.23114","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.23114","created_at":"2026-07-05T11:38:48Z"},{"alias_kind":"arxiv_version","alias_value":"2410.23114v4","created_at":"2026-07-05T11:38:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.23114","created_at":"2026-07-05T11:38:48Z"},{"alias_kind":"pith_short_12","alias_value":"HUVV4Z3B34IT","created_at":"2026-07-05T11:38:48Z"},{"alias_kind":"pith_short_16","alias_value":"HUVV4Z3B34IT5APZ","created_at":"2026-07-05T11:38:48Z"},{"alias_kind":"pith_short_8","alias_value":"HUVV4Z3B","created_at":"2026-07-05T11:38:48Z"}],"graph_snapshots":[{"event_id":"sha256:1c596253872c73d3d4cc10d5f11f5add6caee2120f3e342de528010adcdbff37","target":"graph","created_at":"2026-07-05T11:38:48Z","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/2410.23114/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Despite the outstanding performance in vision-language reasoning, Large Vision-Language Models (LVLMs) might generate hallucinated contents that do not exist in the given image. Most existing LVLM hallucination benchmarks are constrained to evaluate the object-related hallucinations. However, the potential hallucination on the relations between two objects, i.e., relation hallucination, still lacks investigation. To remedy that, we design a unified framework to measure the object and relation hallucination in LVLMs simultaneously. The core idea of our framework is to evaluate hallucinations vi","authors_text":"Dit-Yan Yeung, Junjie Wu, Kai Chen, Tsz Ting Chung","cross_cats":["cs.AI","cs.CL","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-10-30T15:25:06Z","title":"Unified Triplet-Level Hallucination Evaluation for Large Vision-Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.23114","kind":"arxiv","version":4},"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":"sha256:4b501dfb422403105b024895087422c30071d96e1fa7a67092506746f7faa92d","target":"record","created_at":"2026-07-05T11:38:48Z","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":"247d034212e31d5513e19d6f1812287e71fa92149ac2252c0e380153976cbc19","cross_cats_sorted":["cs.AI","cs.CL","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-10-30T15:25:06Z","title_canon_sha256":"368e2502e4e2831529c9b6803a6baf86f86d9f24dddf8b120d93bbcb697609b3"},"schema_version":"1.0","source":{"id":"2410.23114","kind":"arxiv","version":4}},"canonical_sha256":"3d2b5e6761df113e81f98db723e9c778729b8a8fde707f209d182394de55a214","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3d2b5e6761df113e81f98db723e9c778729b8a8fde707f209d182394de55a214","first_computed_at":"2026-07-05T11:38:48.998289Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:38:48.998289Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"DGTHBLBe4OFTjhE+7NFxCJ9iYbghrXnaYp6Coy4br6BQLmAfQRy375nkHHAC1Z+bYnwElR+Au0GKoODJ6Zd5BA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:38:48.998662Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.23114","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4b501dfb422403105b024895087422c30071d96e1fa7a67092506746f7faa92d","sha256:1c596253872c73d3d4cc10d5f11f5add6caee2120f3e342de528010adcdbff37"],"state_sha256":"51e595e0267da1311bb7f7c1569e76062f3917cb7d6db3e592d370471fff2dcf"}