{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:GGDOLSILM3245YKTWPV4V3S6CG","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":"cc1ba20089514f64b6c373a4532b8d9f6f8d9a0769d1a767522f2f369f998f2d","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-09-02T03:07:26Z","title_canon_sha256":"bbc647b638d5f7353dce563032422d830bf356f5ef34fa9a2c6daac3e86cc0ff"},"schema_version":"1.0","source":{"id":"2509.01910","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2509.01910","created_at":"2026-07-05T12:05:21Z"},{"alias_kind":"arxiv_version","alias_value":"2509.01910v2","created_at":"2026-07-05T12:05:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2509.01910","created_at":"2026-07-05T12:05:21Z"},{"alias_kind":"pith_short_12","alias_value":"GGDOLSILM324","created_at":"2026-07-05T12:05:21Z"},{"alias_kind":"pith_short_16","alias_value":"GGDOLSILM3245YKT","created_at":"2026-07-05T12:05:21Z"},{"alias_kind":"pith_short_8","alias_value":"GGDOLSIL","created_at":"2026-07-05T12:05:21Z"}],"graph_snapshots":[{"event_id":"sha256:8e5e2b035491f465d0d0ea723b34489543df478bfa26922ce80dbd68964aba97","target":"graph","created_at":"2026-07-05T12:05:21Z","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/2509.01910/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Worldwide geo-localization involves determining the exact geographic location of images captured globally, typically guided by geographic cues such as climate, landmarks, and architectural styles. Despite advancements in geo-localization models like GeoCLIP, which leverages images and location alignment via contrastive learning for accurate predictions, the interpretability of these models remains insufficiently explored. Current concept-based interpretability methods fail to align effectively with Geo-alignment image-location embedding objectives, resulting in suboptimal interpretability and ","authors_text":"Ce Hou, Fan Zhang, Furong Jia, Lanxin Liu, Xinyan Liu, Yu Liu","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-09-02T03:07:26Z","title":"Towards Interpretable Geo-localization: a Concept-Aware Global Image-GPS Alignment Framework"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2509.01910","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":"sha256:5e51e718089c4b88980bad8cfb35dc589c85bf4c390c318d99699bd6999b8790","target":"record","created_at":"2026-07-05T12:05:21Z","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":"cc1ba20089514f64b6c373a4532b8d9f6f8d9a0769d1a767522f2f369f998f2d","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2025-09-02T03:07:26Z","title_canon_sha256":"bbc647b638d5f7353dce563032422d830bf356f5ef34fa9a2c6daac3e86cc0ff"},"schema_version":"1.0","source":{"id":"2509.01910","kind":"arxiv","version":2}},"canonical_sha256":"3186e5c90b66f5cee153b3ebcaee5e11904586c1fd24894e8880f3860d94c183","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3186e5c90b66f5cee153b3ebcaee5e11904586c1fd24894e8880f3860d94c183","first_computed_at":"2026-07-05T12:05:21.166206Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T12:05:21.166206Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Vmh/9mFxnWjO1NeIQmz2BX+YpLAgzn0w7F/gukrYyxSfU0GijXncvns6qKIa6o+LfoLyvo4IvaQ6D2xSZ/6kDg==","signature_status":"signed_v1","signed_at":"2026-07-05T12:05:21.166731Z","signed_message":"canonical_sha256_bytes"},"source_id":"2509.01910","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5e51e718089c4b88980bad8cfb35dc589c85bf4c390c318d99699bd6999b8790","sha256:8e5e2b035491f465d0d0ea723b34489543df478bfa26922ce80dbd68964aba97"],"state_sha256":"88d7921c050c0537ed59cf19a4f035b24b8bf10491891679ce2c4053b75514cd"}