{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:C2LYQBQKMUBBQMSFDIOAR5WYFF","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":"96ab9b6993723339aa86cd16f832bc8acb5210d230995cd469f833761cdff717","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-07-06T15:24:25Z","title_canon_sha256":"1a98bf0db80587ae71eff4b460b160972f88cdf4f706680d88dbbf1ba6671e1a"},"schema_version":"1.0","source":{"id":"2607.05207","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.05207","created_at":"2026-07-07T03:19:19Z"},{"alias_kind":"arxiv_version","alias_value":"2607.05207v1","created_at":"2026-07-07T03:19:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.05207","created_at":"2026-07-07T03:19:19Z"},{"alias_kind":"pith_short_12","alias_value":"C2LYQBQKMUBB","created_at":"2026-07-07T03:19:19Z"},{"alias_kind":"pith_short_16","alias_value":"C2LYQBQKMUBBQMSF","created_at":"2026-07-07T03:19:19Z"},{"alias_kind":"pith_short_8","alias_value":"C2LYQBQK","created_at":"2026-07-07T03:19:19Z"}],"graph_snapshots":[{"event_id":"sha256:53f82df01a97697f0c58ebaea4f38e5a9e91fcace8b44b5d3621c0a1a6516aa1","target":"graph","created_at":"2026-07-07T03:19:19Z","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/2607.05207/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Self-supervised learning (SSL) is designed to learn generic, transferable representations rather than representations optimized for a single task. Most geospatial benchmarks evaluate representations solely through downstream tasks, providing limited insight into the information encoded within the representation itself. We ask a different question: do SSL representations of satellite imagery preserve statistical associations with environmental variables that co-vary with the imaging process? To answer this question, we probe SSL representations using co-located ERA5 reanalysis variables, a glob","authors_text":"Rohita Mocharla, Vishal M. Patel","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-07-06T15:24:25Z","title":"Probing Geospatial SSL Representations with Environmental Signals"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.05207","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":"sha256:641d750ded7631ac993be74b94a0c2767b5b9c857e30acca784c1562d342843e","target":"record","created_at":"2026-07-07T03:19:19Z","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":"96ab9b6993723339aa86cd16f832bc8acb5210d230995cd469f833761cdff717","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-07-06T15:24:25Z","title_canon_sha256":"1a98bf0db80587ae71eff4b460b160972f88cdf4f706680d88dbbf1ba6671e1a"},"schema_version":"1.0","source":{"id":"2607.05207","kind":"arxiv","version":1}},"canonical_sha256":"169788060a65021832451a1c08f6d8294b9b5be395143cf5ff067c104a04a2d7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"169788060a65021832451a1c08f6d8294b9b5be395143cf5ff067c104a04a2d7","first_computed_at":"2026-07-07T03:19:19.762260Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-07T03:19:19.762260Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"H2QX74vDqfaTqIYel9ZO/2q1FUELR2UYosucHv1Fm3FLPVz0zOyKbkWJXc1vXIR3SGcllqDvOsEiehRu0eLWBQ==","signature_status":"signed_v1","signed_at":"2026-07-07T03:19:19.762720Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.05207","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:641d750ded7631ac993be74b94a0c2767b5b9c857e30acca784c1562d342843e","sha256:53f82df01a97697f0c58ebaea4f38e5a9e91fcace8b44b5d3621c0a1a6516aa1"],"state_sha256":"3d63837634d62cba254ec8cf28a1fd442f53a3a7a1f5009e95434a8e2f58df03"}