{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:NT35S5OBWEMTWSVLL2KJXOC7X5","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":"d7ba60134cd9c12148cdd7fa44576928ed005e3fb790b61046346d8701523cef","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-10T14:15:21Z","title_canon_sha256":"f2a52b46d5a61811d0751432d6c7629e8ee1804b85c8ce6ed527264c10db5857"},"schema_version":"1.0","source":{"id":"2607.09443","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.09443","created_at":"2026-07-13T01:19:15Z"},{"alias_kind":"arxiv_version","alias_value":"2607.09443v1","created_at":"2026-07-13T01:19:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.09443","created_at":"2026-07-13T01:19:15Z"},{"alias_kind":"pith_short_12","alias_value":"NT35S5OBWEMT","created_at":"2026-07-13T01:19:15Z"},{"alias_kind":"pith_short_16","alias_value":"NT35S5OBWEMTWSVL","created_at":"2026-07-13T01:19:15Z"},{"alias_kind":"pith_short_8","alias_value":"NT35S5OB","created_at":"2026-07-13T01:19:15Z"}],"graph_snapshots":[{"event_id":"sha256:b2d98c37342f269718a3fbf290ca622cb043e6a0764e9554993e7a38aac7b344","target":"graph","created_at":"2026-07-13T01:19:15Z","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/2607.09443/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Long-term animal re-identification (ReID) must remain robust to gradual morphological evolution and seasonal appearance shifts. Although recent vision-language models provide strong pretrained visual representations, adapting them to longitudinal ecological settings remains challenging, particularly under identity and temporal distribution shifts. We present a parameter-efficient CLIP adaptation framework for animal ReID and introduce a continuous metadata-conditioning mechanism that incorporates numerical attributes directly into the prompt representation during training. While low-rank visua","authors_text":"Anil Osman Tur, Cigdem Beyan, Kim Tallaksen Halvorsen, Tonje Knutsen Sordalen","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-10T14:15:21Z","title":"Parameter-Efficient Vision-Language Adaptation with Continuous Metadata Conditioning for Animal Re-Identification"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.09443","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":"sha256:8837b75346bd5276c4b84676a9d686b8c314723bfcf11732c1548a558a1e2dd4","target":"record","created_at":"2026-07-13T01:19:15Z","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":"d7ba60134cd9c12148cdd7fa44576928ed005e3fb790b61046346d8701523cef","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-10T14:15:21Z","title_canon_sha256":"f2a52b46d5a61811d0751432d6c7629e8ee1804b85c8ce6ed527264c10db5857"},"schema_version":"1.0","source":{"id":"2607.09443","kind":"arxiv","version":1}},"canonical_sha256":"6cf7d975c1b1193b4aab5e949bb85fbf68a87422069dc04d6d241b071d4998ef","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6cf7d975c1b1193b4aab5e949bb85fbf68a87422069dc04d6d241b071d4998ef","first_computed_at":"2026-07-13T01:19:15.434238Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-13T01:19:15.434238Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"faGjjEZKceW4++9ZcH5jN/2ARDBDGEe2SsuUNkqrhbDa6D1Ph4Lqx5c7OSBlq66pUsqLK/Vf/9tvoTDF3mA6Aw==","signature_status":"signed_v1","signed_at":"2026-07-13T01:19:15.435541Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.09443","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8837b75346bd5276c4b84676a9d686b8c314723bfcf11732c1548a558a1e2dd4","sha256:b2d98c37342f269718a3fbf290ca622cb043e6a0764e9554993e7a38aac7b344"],"state_sha256":"5409460a9a34641d30e688f3faa23567b409b0fcb0586d85e33ff58f3d57fe9d"}