{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:MGEUJBZLSYBINWCAEEU5TIFKGR","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":"8be93a5efef6cd9453bf95ddfbd48e6095e63a9ec8065005c5aaf7d18670041a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2026-02-19T18:59:54Z","title_canon_sha256":"ea3c53af4c091fc21826f42c92c8ec471b951b6453b31a8b1501dc521577719b"},"schema_version":"1.0","source":{"id":"2602.17665","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2602.17665","created_at":"2026-07-14T01:20:54Z"},{"alias_kind":"arxiv_version","alias_value":"2602.17665v4","created_at":"2026-07-14T01:20:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2602.17665","created_at":"2026-07-14T01:20:54Z"},{"alias_kind":"pith_short_12","alias_value":"MGEUJBZLSYBI","created_at":"2026-07-14T01:20:54Z"},{"alias_kind":"pith_short_16","alias_value":"MGEUJBZLSYBINWCA","created_at":"2026-07-14T01:20:54Z"},{"alias_kind":"pith_short_8","alias_value":"MGEUJBZL","created_at":"2026-07-14T01:20:54Z"}],"graph_snapshots":[{"event_id":"sha256:6ff03bcd2752cdc70b1d2df4740bb7cd3a2551b8cb32206b5cfe76621cddb356","target":"graph","created_at":"2026-07-14T01:20:54Z","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/2602.17665/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent progress in multimodal reasoning has enabled agents that interpret imagery, connect it with language, and execute structured analytical tasks. Extending these capabilities to remote sensing remains challenging, as models must reason over spatial scale, geographic structures, and multispectral indices while maintaining coherent multi-step logic. To address this gap, we introduce \\textit{OpenEarthAgent}, a unified framework for tool-augmented geospatial reasoning trained on satellite imagery, natural-language queries, and structured reasoning traces. Beyond serving as a benchmark, OpenEar","authors_text":"Akashah Shabbir, Fahad Shahbaz Khan, Hiyam Debary, Muhammad Akhtar Munir, Muhammad Haris Khan, Muhammad Umer Sheikh, Muhammad Zaigham Zaheer, Mustansar Fiaz, Paolo Fraccaro, Salman Khan, Xiao Xiang Zhu","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2026-02-19T18:59:54Z","title":"OpenEarthAgent: A Unified Framework for Tool-Augmented Geospatial Agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2602.17665","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":"sha256:5540e864271a1c183d22b2e9672e69750489172062c97455c5216fcfe7e0d6d9","target":"record","created_at":"2026-07-14T01:20:54Z","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":"8be93a5efef6cd9453bf95ddfbd48e6095e63a9ec8065005c5aaf7d18670041a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2026-02-19T18:59:54Z","title_canon_sha256":"ea3c53af4c091fc21826f42c92c8ec471b951b6453b31a8b1501dc521577719b"},"schema_version":"1.0","source":{"id":"2602.17665","kind":"arxiv","version":4}},"canonical_sha256":"618944872b960286d8402129d9a0aa34538595d4ef6e239705f5748e1baed06e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"618944872b960286d8402129d9a0aa34538595d4ef6e239705f5748e1baed06e","first_computed_at":"2026-07-14T01:20:54.713518Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-14T01:20:54.713518Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"fu9bJi4JFlFDNf5WjmEQPB/kaESK/NZYZfb8WCphw83NytSl1qkEoYOfS7VyuPlkpIols3wkO56yS9oX109fDQ==","signature_status":"signed_v1","signed_at":"2026-07-14T01:20:54.714447Z","signed_message":"canonical_sha256_bytes"},"source_id":"2602.17665","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5540e864271a1c183d22b2e9672e69750489172062c97455c5216fcfe7e0d6d9","sha256:6ff03bcd2752cdc70b1d2df4740bb7cd3a2551b8cb32206b5cfe76621cddb356"],"state_sha256":"49e35c5b89ed0522ae55d7d95f65f137e9dcd55d37a21ec77dc5572da10c5b80"}