{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:JMI2JMRMYGMM4P2WDE6O4DRQ2H","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":"21f5351e0de664303ff14792df73ec54e30ca81a766c57df331d108c1fe0a203","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-12-05T10:59:54Z","title_canon_sha256":"ef1aa4aedae775afe07539bac64360abdf7a753daf9a08c3000b161e10c49772"},"schema_version":"1.0","source":{"id":"2412.04065","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.04065","created_at":"2026-07-05T10:47:34Z"},{"alias_kind":"arxiv_version","alias_value":"2412.04065v3","created_at":"2026-07-05T10:47:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.04065","created_at":"2026-07-05T10:47:34Z"},{"alias_kind":"pith_short_12","alias_value":"JMI2JMRMYGMM","created_at":"2026-07-05T10:47:34Z"},{"alias_kind":"pith_short_16","alias_value":"JMI2JMRMYGMM4P2W","created_at":"2026-07-05T10:47:34Z"},{"alias_kind":"pith_short_8","alias_value":"JMI2JMRM","created_at":"2026-07-05T10:47:34Z"}],"graph_snapshots":[{"event_id":"sha256:d6647bae9a8435b733017f71e50d6520b94a8f9da5244a484564c6bbdee254d2","target":"graph","created_at":"2026-07-05T10:47:34Z","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/2412.04065/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Air pollution kills 7 million people annually. The brick kiln sector significantly contributes to economic development but also accounts for 8-14\\% of air pollution in India. Policymakers have implemented compliance measures to regulate brick kilns. Emission inventories are critical for air quality modeling and source apportionment studies. However, the largely unorganized nature of the brick kiln sector necessitates labor-intensive survey efforts for monitoring. Recent efforts by air quality researchers have relied on manual annotation of brick kilns using satellite imagery to build emission ","authors_text":"Nipun Batra, Rishabh Mondal, Sarath Guttikunda, Shataxi Dubey, Suraj Jaiswal, Zeel B Patel","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-12-05T10:59:54Z","title":"Space to Policy: Scalable Brick Kiln Detection and Automatic Compliance Monitoring with Geospatial Data"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.04065","kind":"arxiv","version":3},"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":"sha256:43a4b09e744549c34a33a09269e34c1eabdfe9fb8e7661b050e1704dfa2867fe","target":"record","created_at":"2026-07-05T10:47:34Z","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":"21f5351e0de664303ff14792df73ec54e30ca81a766c57df331d108c1fe0a203","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-12-05T10:59:54Z","title_canon_sha256":"ef1aa4aedae775afe07539bac64360abdf7a753daf9a08c3000b161e10c49772"},"schema_version":"1.0","source":{"id":"2412.04065","kind":"arxiv","version":3}},"canonical_sha256":"4b11a4b22cc198ce3f56193cee0e30d1fa697b7061f9108259c3398d42e5e127","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4b11a4b22cc198ce3f56193cee0e30d1fa697b7061f9108259c3398d42e5e127","first_computed_at":"2026-07-05T10:47:34.326891Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:47:34.326891Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"SEz0W6PqXZeq03k9jTfz6tGTsdOU8SbJfIGQ21rprdb7nYAQ4/zxOWwWiEfgIk3IRm3/hf1vA+EP0sCptxk0Cw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:47:34.327404Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.04065","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:43a4b09e744549c34a33a09269e34c1eabdfe9fb8e7661b050e1704dfa2867fe","sha256:d6647bae9a8435b733017f71e50d6520b94a8f9da5244a484564c6bbdee254d2"],"state_sha256":"3e9c94f962ff7c181f939a80e6139017928c207d6e9326ec636d26a7d4fdc8aa"}