{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2022:TVINGWZTEZVNRW2GP53AM5TRGL","short_pith_number":"pith:TVINGWZT","canonical_record":{"source":{"id":"2204.13663","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2022-04-28T17:25:57Z","cross_cats_sorted":["cs.CY"],"title_canon_sha256":"b198a2dfc7fbb11c02e5b15e9405ea02769ab00d235de17efb85e03370f681d0","abstract_canon_sha256":"080010a972174b2370b3b1253c7b0301fb27221a10a8163c69c781f9f55170fd"},"schema_version":"1.0"},"canonical_sha256":"9d50d35b33266ad8db467f7606767132dff7a91c7b69a4937e00d6da0e6af087","source":{"kind":"arxiv","id":"2204.13663","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2204.13663","created_at":"2026-07-05T04:37:37Z"},{"alias_kind":"arxiv_version","alias_value":"2204.13663v3","created_at":"2026-07-05T04:37:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2204.13663","created_at":"2026-07-05T04:37:37Z"},{"alias_kind":"pith_short_12","alias_value":"TVINGWZTEZVN","created_at":"2026-07-05T04:37:37Z"},{"alias_kind":"pith_short_16","alias_value":"TVINGWZTEZVNRW2G","created_at":"2026-07-05T04:37:37Z"},{"alias_kind":"pith_short_8","alias_value":"TVINGWZT","created_at":"2026-07-05T04:37:37Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2022:TVINGWZTEZVNRW2GP53AM5TRGL","target":"record","payload":{"canonical_record":{"source":{"id":"2204.13663","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2022-04-28T17:25:57Z","cross_cats_sorted":["cs.CY"],"title_canon_sha256":"b198a2dfc7fbb11c02e5b15e9405ea02769ab00d235de17efb85e03370f681d0","abstract_canon_sha256":"080010a972174b2370b3b1253c7b0301fb27221a10a8163c69c781f9f55170fd"},"schema_version":"1.0"},"canonical_sha256":"9d50d35b33266ad8db467f7606767132dff7a91c7b69a4937e00d6da0e6af087","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T04:37:37.012188Z","signature_b64":"Xm46vE8ybhyUZTqt5kCNa43DxSONmhlY33Ccb7Vd2E2Oe6y6n9vnrSdyiM1aKWylF8Hj4tlogR5qKT3VUZiBBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9d50d35b33266ad8db467f7606767132dff7a91c7b69a4937e00d6da0e6af087","last_reissued_at":"2026-07-05T04:37:37.011713Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T04:37:37.011713Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2204.13663","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T04:37:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VVfHwm76cw579uWoXLEIuHFSiGvWPq4lGrfW6SzwifNZXreiZOVyeMz+zhiyvgFB0rBrY6LeXlCXYWkjqmC6CA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T19:58:09.262184Z"},"content_sha256":"6d0f0faa66e482216c5e6c7e12228c98e99c6e3b01f2cf7d07a2b9519d5f256d","schema_version":"1.0","event_id":"sha256:6d0f0faa66e482216c5e6c7e12228c98e99c6e3b01f2cf7d07a2b9519d5f256d"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2022:TVINGWZTEZVNRW2GP53AM5TRGL","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CY"],"primary_cat":"cs.AI","authors_text":"Abhishek Dubey, Abiodun Adereni, Aparna Taneja, Ayan Mukhopadhyay, Corinne Namblard, Kritika Prakash, Michael Wilbur, Milind Tambe, Oyindamola Adeyemo, Vineet Nair","submitted_at":"2022-04-28T17:25:57Z","abstract_excerpt":"More than 5 million children under five years die from largely preventable or treatable medical conditions every year, with an overwhelmingly large proportion of deaths occurring in under-developed countries with low vaccination uptake. One of the United Nations' sustainable development goals (SDG 3) aims to end preventable deaths of newborns and children under five years of age. We focus on Nigeria, where the rate of infant mortality is appalling. We collaborate with HelpMum, a large non-profit organization in Nigeria to design and optimize the allocation of heterogeneous health interventions"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2204.13663","kind":"arxiv","version":3},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2204.13663/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T04:37:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"3NU2fUJ67F3U799P9OibY9E8JM9Q/Iz8W9Z8qQI83p+7YEVh5dCC113smekwDXZhM0gW68inZ+Ut/DjJNzYrCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-11T19:58:09.263438Z"},"content_sha256":"e59bd4f5580f93d5b99b739806ce89bb17fbf6179830c7f0eedcec1a7c62e8fa","schema_version":"1.0","event_id":"sha256:e59bd4f5580f93d5b99b739806ce89bb17fbf6179830c7f0eedcec1a7c62e8fa"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/TVINGWZTEZVNRW2GP53AM5TRGL/bundle.json","state_url":"https://pith.science/pith/TVINGWZTEZVNRW2GP53AM5TRGL/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/TVINGWZTEZVNRW2GP53AM5TRGL/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-11T19:58:09Z","links":{"resolver":"https://pith.science/pith/TVINGWZTEZVNRW2GP53AM5TRGL","bundle":"https://pith.science/pith/TVINGWZTEZVNRW2GP53AM5TRGL/bundle.json","state":"https://pith.science/pith/TVINGWZTEZVNRW2GP53AM5TRGL/state.json","well_known_bundle":"https://pith.science/.well-known/pith/TVINGWZTEZVNRW2GP53AM5TRGL/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:TVINGWZTEZVNRW2GP53AM5TRGL","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":"080010a972174b2370b3b1253c7b0301fb27221a10a8163c69c781f9f55170fd","cross_cats_sorted":["cs.CY"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2022-04-28T17:25:57Z","title_canon_sha256":"b198a2dfc7fbb11c02e5b15e9405ea02769ab00d235de17efb85e03370f681d0"},"schema_version":"1.0","source":{"id":"2204.13663","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2204.13663","created_at":"2026-07-05T04:37:37Z"},{"alias_kind":"arxiv_version","alias_value":"2204.13663v3","created_at":"2026-07-05T04:37:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2204.13663","created_at":"2026-07-05T04:37:37Z"},{"alias_kind":"pith_short_12","alias_value":"TVINGWZTEZVN","created_at":"2026-07-05T04:37:37Z"},{"alias_kind":"pith_short_16","alias_value":"TVINGWZTEZVNRW2G","created_at":"2026-07-05T04:37:37Z"},{"alias_kind":"pith_short_8","alias_value":"TVINGWZT","created_at":"2026-07-05T04:37:37Z"}],"graph_snapshots":[{"event_id":"sha256:e59bd4f5580f93d5b99b739806ce89bb17fbf6179830c7f0eedcec1a7c62e8fa","target":"graph","created_at":"2026-07-05T04:37:37Z","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/2204.13663/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"More than 5 million children under five years die from largely preventable or treatable medical conditions every year, with an overwhelmingly large proportion of deaths occurring in under-developed countries with low vaccination uptake. One of the United Nations' sustainable development goals (SDG 3) aims to end preventable deaths of newborns and children under five years of age. We focus on Nigeria, where the rate of infant mortality is appalling. We collaborate with HelpMum, a large non-profit organization in Nigeria to design and optimize the allocation of heterogeneous health interventions","authors_text":"Abhishek Dubey, Abiodun Adereni, Aparna Taneja, Ayan Mukhopadhyay, Corinne Namblard, Kritika Prakash, Michael Wilbur, Milind Tambe, Oyindamola Adeyemo, Vineet Nair","cross_cats":["cs.CY"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2022-04-28T17:25:57Z","title":"ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2204.13663","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":"sha256:6d0f0faa66e482216c5e6c7e12228c98e99c6e3b01f2cf7d07a2b9519d5f256d","target":"record","created_at":"2026-07-05T04:37:37Z","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":"080010a972174b2370b3b1253c7b0301fb27221a10a8163c69c781f9f55170fd","cross_cats_sorted":["cs.CY"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2022-04-28T17:25:57Z","title_canon_sha256":"b198a2dfc7fbb11c02e5b15e9405ea02769ab00d235de17efb85e03370f681d0"},"schema_version":"1.0","source":{"id":"2204.13663","kind":"arxiv","version":3}},"canonical_sha256":"9d50d35b33266ad8db467f7606767132dff7a91c7b69a4937e00d6da0e6af087","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9d50d35b33266ad8db467f7606767132dff7a91c7b69a4937e00d6da0e6af087","first_computed_at":"2026-07-05T04:37:37.011713Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:37:37.011713Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Xm46vE8ybhyUZTqt5kCNa43DxSONmhlY33Ccb7Vd2E2Oe6y6n9vnrSdyiM1aKWylF8Hj4tlogR5qKT3VUZiBBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T04:37:37.012188Z","signed_message":"canonical_sha256_bytes"},"source_id":"2204.13663","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6d0f0faa66e482216c5e6c7e12228c98e99c6e3b01f2cf7d07a2b9519d5f256d","sha256:e59bd4f5580f93d5b99b739806ce89bb17fbf6179830c7f0eedcec1a7c62e8fa"],"state_sha256":"f9ba53de0298b63d30406e649e9f2d87cb526b0e882e4d332ff1023a356127c9"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"J/m83GaGXjvEzyALVx9GJQIY1mwtgg2HOBZxdnIE7QB0x2MFFn2CA+FDQmxv7aIiEWeQzsjDfoTKg54+cF6WBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-11T19:58:09.274610Z","bundle_sha256":"f5dcd8e85acb2ff9eb3e02374aa7f3df4b8847e025193e63f62407aaec857cb0"}}