{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:BMFMWG4WKMOXYJT3M56F4OEEYX","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":"0973f601aee10d508dcb83f94c8f5eb08baf08c8374317bd1fc9bfed796bab0e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-11T22:25:22Z","title_canon_sha256":"13d11256885dc4ad48951acfb68811374247cc8e2d77884a44866501e3b89147"},"schema_version":"1.0","source":{"id":"2608.11474","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.11474","created_at":"2026-08-13T00:21:59Z"},{"alias_kind":"arxiv_version","alias_value":"2608.11474v1","created_at":"2026-08-13T00:21:59Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.11474","created_at":"2026-08-13T00:21:59Z"},{"alias_kind":"pith_short_12","alias_value":"BMFMWG4WKMOX","created_at":"2026-08-13T00:21:59Z"},{"alias_kind":"pith_short_16","alias_value":"BMFMWG4WKMOXYJT3","created_at":"2026-08-13T00:21:59Z"},{"alias_kind":"pith_short_8","alias_value":"BMFMWG4W","created_at":"2026-08-13T00:21:59Z"}],"graph_snapshots":[{"event_id":"sha256:8f63afead71e91da818c2a9841e1a113188e1ac0af6dd4a7d4d06d39523bf108","target":"graph","created_at":"2026-08-13T00:21:59Z","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/2608.11474/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Object Hallucination in large vision-language models (LVLMs), where models generate non-factual content about input images, remains a critical barrier to their reliability in real-world applications. Existing mitigation strategies can be categorized into training-based and training-free methods. Training-based methods often achieve strong performance but are costly, requiring extensive computational resources, large-scale data, and time-consuming fine-tuning. Training-free approaches are particularly appealing due to their efficiency. However, existing training-free methods either require mult","authors_text":"Aijun An, Ali Cheraghian, Hamidreza Dastmalchi, Hossein Rahmani, Mehran Tamjidi, Mohammadreza Alimoradijazi","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-11T22:25:22Z","title":"Test-Time Hallucination Control in Large Vision-Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.11474","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":"sha256:65bcd1212ed5bc241197801dca02ac4442bdbee0463339353645927104722c17","target":"record","created_at":"2026-08-13T00:21:59Z","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":"0973f601aee10d508dcb83f94c8f5eb08baf08c8374317bd1fc9bfed796bab0e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-08-11T22:25:22Z","title_canon_sha256":"13d11256885dc4ad48951acfb68811374247cc8e2d77884a44866501e3b89147"},"schema_version":"1.0","source":{"id":"2608.11474","kind":"arxiv","version":1}},"canonical_sha256":"0b0acb1b96531d7c267b677c5e3884c5e91ab8feffa1fcc0cc31c481ac1869a0","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0b0acb1b96531d7c267b677c5e3884c5e91ab8feffa1fcc0cc31c481ac1869a0","first_computed_at":"2026-08-13T00:21:59.879562Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-13T00:21:59.879562Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"XG0lCXlaksmmI83UQMWNp6cOARBM9TZPpXHaHtjY1F+fDqQ7lD74ECouNPksxmEAw8+HATBrKSihhbgg5SwhDQ==","signature_status":"signed_v1","signed_at":"2026-08-13T00:21:59.881149Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.11474","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:65bcd1212ed5bc241197801dca02ac4442bdbee0463339353645927104722c17","sha256:8f63afead71e91da818c2a9841e1a113188e1ac0af6dd4a7d4d06d39523bf108"],"state_sha256":"71acd568473d0ef6f60b9901fc8542f41be687aa0d7d61f1de39fbde379dc2a1"}