{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:CCDFJS2UZCAAST2VEOGKGV726Y","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":"a2a9cd82f86e678f5d20badc6e6a6b0f2f20733014c2c06b1dfe0cb44ec4688e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-11-26T13:09:14Z","title_canon_sha256":"f40c61b8c6372a9b3c527e3a7cf5138c7f2d07221d323edc0088fec40772fce5"},"schema_version":"1.0","source":{"id":"2411.17406","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2411.17406","created_at":"2026-07-05T12:11:14Z"},{"alias_kind":"arxiv_version","alias_value":"2411.17406v2","created_at":"2026-07-05T12:11:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.17406","created_at":"2026-07-05T12:11:14Z"},{"alias_kind":"pith_short_12","alias_value":"CCDFJS2UZCAA","created_at":"2026-07-05T12:11:14Z"},{"alias_kind":"pith_short_16","alias_value":"CCDFJS2UZCAAST2V","created_at":"2026-07-05T12:11:14Z"},{"alias_kind":"pith_short_8","alias_value":"CCDFJS2U","created_at":"2026-07-05T12:11:14Z"}],"graph_snapshots":[{"event_id":"sha256:989a14e6c867a4b6c13e5676b05140c87ec6894218799012e7eeee94cfba2e38","target":"graph","created_at":"2026-07-05T12:11:14Z","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/2411.17406/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent advances in vision-language models (VLMs) have demonstrated remarkable capabilities in image classification by leveraging predefined sets of labels to construct text prompts for zero-shot reasoning. However, these approaches face significant limitations in undefined domains, where the label space is vocabulary-unknown and composite. We thus introduce Generative Semantic Labels (GSLs), a novel task that aims to predict a comprehensive set of semantic labels for an image without being constrained by a predefined labels set. Unlike traditional zero-shot classification, GSLs generates multi","authors_text":"Meng Wei, Peng Ying, Xinzheng Xu, Zhongnian Li","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-11-26T13:09:14Z","title":"Seeing the Undefined: Chain-of-Action for Generative Semantic Labels"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.17406","kind":"arxiv","version":2},"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:e0597d2380a770d4d35a6d9a1550465709170c02fba1d91adfe19aa0e478f41e","target":"record","created_at":"2026-07-05T12:11:14Z","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":"a2a9cd82f86e678f5d20badc6e6a6b0f2f20733014c2c06b1dfe0cb44ec4688e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-11-26T13:09:14Z","title_canon_sha256":"f40c61b8c6372a9b3c527e3a7cf5138c7f2d07221d323edc0088fec40772fce5"},"schema_version":"1.0","source":{"id":"2411.17406","kind":"arxiv","version":2}},"canonical_sha256":"108654cb54c880094f55238ca357faf60943a2f57c873eb1c7b49adfa1d15866","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"108654cb54c880094f55238ca357faf60943a2f57c873eb1c7b49adfa1d15866","first_computed_at":"2026-07-05T12:11:14.424572Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T12:11:14.424572Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"wD1dsCpYlZ9udZmRqy1KPtHnjRa/nGNiKiZEOWC60nNL8sWKWNo8riWjnsb27Z7B3wqR9Vqcc+1dwVRXSh6TCg==","signature_status":"signed_v1","signed_at":"2026-07-05T12:11:14.425131Z","signed_message":"canonical_sha256_bytes"},"source_id":"2411.17406","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e0597d2380a770d4d35a6d9a1550465709170c02fba1d91adfe19aa0e478f41e","sha256:989a14e6c867a4b6c13e5676b05140c87ec6894218799012e7eeee94cfba2e38"],"state_sha256":"07515da2e6fc751f1527c167b65fcc64d546069d9eaa9491438efa7ca59b3058"}