{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:EED7QNXJ26TDS7ET7VNOT33QHA","short_pith_number":"pith:EED7QNXJ","canonical_record":{"source":{"id":"2507.01719","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2025-07-02T13:48:25Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"a25f9761fac628c6d2431531ddd8db6c5591bc3f86e675ed3986d2877e8d00ad","abstract_canon_sha256":"23a9aac1703920451b29a46e9aee75452241b1f9b6bade076dc7ff3d314b2874"},"schema_version":"1.0"},"canonical_sha256":"2107f836e9d7a6397c93fd5ae9ef70380726e250cb0cfbb4ca3680fd56402751","source":{"kind":"arxiv","id":"2507.01719","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.01719","created_at":"2026-07-05T11:30:54Z"},{"alias_kind":"arxiv_version","alias_value":"2507.01719v1","created_at":"2026-07-05T11:30:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.01719","created_at":"2026-07-05T11:30:54Z"},{"alias_kind":"pith_short_12","alias_value":"EED7QNXJ26TD","created_at":"2026-07-05T11:30:54Z"},{"alias_kind":"pith_short_16","alias_value":"EED7QNXJ26TDS7ET","created_at":"2026-07-05T11:30:54Z"},{"alias_kind":"pith_short_8","alias_value":"EED7QNXJ","created_at":"2026-07-05T11:30:54Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:EED7QNXJ26TDS7ET7VNOT33QHA","target":"record","payload":{"canonical_record":{"source":{"id":"2507.01719","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2025-07-02T13:48:25Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"a25f9761fac628c6d2431531ddd8db6c5591bc3f86e675ed3986d2877e8d00ad","abstract_canon_sha256":"23a9aac1703920451b29a46e9aee75452241b1f9b6bade076dc7ff3d314b2874"},"schema_version":"1.0"},"canonical_sha256":"2107f836e9d7a6397c93fd5ae9ef70380726e250cb0cfbb4ca3680fd56402751","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:30:54.030376Z","signature_b64":"Ub2tHrS9Fm3tHwcKHVh0m92TR8KniffL9M3p0YoYETn/W9pKxIdlnizVF0UopOk4lHNs58LGvQeosCCmqtF3BQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2107f836e9d7a6397c93fd5ae9ef70380726e250cb0cfbb4ca3680fd56402751","last_reissued_at":"2026-07-05T11:30:54.029762Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:30:54.029762Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2507.01719","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:30:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"bRh6HhRELfhtp2o1C/skBbhLBguv/cYbVNfr6svh3zS6f/N5BwW2AlAIW/323C70x5wlfh7JQGH+BOO04WW2CA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T14:05:08.452029Z"},"content_sha256":"02256b8d7b5382c16c2ed63691f24a2ce86f78282daa3b588d1222270898fb56","schema_version":"1.0","event_id":"sha256:02256b8d7b5382c16c2ed63691f24a2ce86f78282daa3b588d1222270898fb56"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:EED7QNXJ26TDS7ET7VNOT33QHA","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Towards culturally-appropriate conversational AI for health in the majority world: An exploratory study with citizens and professionals in Latin America","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.HC","authors_text":"Dorian Peters, Fernanda Espinoza, Guido Ivetta, Luciana Benotti, Marco da Re, Rafael A. Calvo","submitted_at":"2025-07-02T13:48:25Z","abstract_excerpt":"There is justifiable interest in leveraging conversational AI (CAI) for health across the majority world, but to be effective, CAI must respond appropriately within culturally and linguistically diverse contexts. Therefore, we need ways to address the fact that current LLMs exclude many lived experiences globally. Various advances are underway which focus on top-down approaches and increasing training data. In this paper, we aim to complement these with a bottom-up locally-grounded approach based on qualitative data collected during participatory workshops in Latin America. Our goal is to cons"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.01719","kind":"arxiv","version":1},"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/2507.01719/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":"2026-07-05T11:30:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"AodohWhJkagUBMk7kmRAcGdHqlos7qQwPN3lUTvAFGd3y9j8It3Oza+TMaGLK6XBVTUatdaWMexMPYZht1nQBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-07T14:05:08.452417Z"},"content_sha256":"a0996ed3893eda47feb0fc03a00a83f599e5f65334ce25fbe1285256f91fc917","schema_version":"1.0","event_id":"sha256:a0996ed3893eda47feb0fc03a00a83f599e5f65334ce25fbe1285256f91fc917"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/EED7QNXJ26TDS7ET7VNOT33QHA/bundle.json","state_url":"https://pith.science/pith/EED7QNXJ26TDS7ET7VNOT33QHA/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/EED7QNXJ26TDS7ET7VNOT33QHA/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":"2026-07-07T14:05:08Z","links":{"resolver":"https://pith.science/pith/EED7QNXJ26TDS7ET7VNOT33QHA","bundle":"https://pith.science/pith/EED7QNXJ26TDS7ET7VNOT33QHA/bundle.json","state":"https://pith.science/pith/EED7QNXJ26TDS7ET7VNOT33QHA/state.json","well_known_bundle":"https://pith.science/.well-known/pith/EED7QNXJ26TDS7ET7VNOT33QHA/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:EED7QNXJ26TDS7ET7VNOT33QHA","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":"23a9aac1703920451b29a46e9aee75452241b1f9b6bade076dc7ff3d314b2874","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2025-07-02T13:48:25Z","title_canon_sha256":"a25f9761fac628c6d2431531ddd8db6c5591bc3f86e675ed3986d2877e8d00ad"},"schema_version":"1.0","source":{"id":"2507.01719","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.01719","created_at":"2026-07-05T11:30:54Z"},{"alias_kind":"arxiv_version","alias_value":"2507.01719v1","created_at":"2026-07-05T11:30:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.01719","created_at":"2026-07-05T11:30:54Z"},{"alias_kind":"pith_short_12","alias_value":"EED7QNXJ26TD","created_at":"2026-07-05T11:30:54Z"},{"alias_kind":"pith_short_16","alias_value":"EED7QNXJ26TDS7ET","created_at":"2026-07-05T11:30:54Z"},{"alias_kind":"pith_short_8","alias_value":"EED7QNXJ","created_at":"2026-07-05T11:30:54Z"}],"graph_snapshots":[{"event_id":"sha256:a0996ed3893eda47feb0fc03a00a83f599e5f65334ce25fbe1285256f91fc917","target":"graph","created_at":"2026-07-05T11:30:54Z","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/2507.01719/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"There is justifiable interest in leveraging conversational AI (CAI) for health across the majority world, but to be effective, CAI must respond appropriately within culturally and linguistically diverse contexts. Therefore, we need ways to address the fact that current LLMs exclude many lived experiences globally. Various advances are underway which focus on top-down approaches and increasing training data. In this paper, we aim to complement these with a bottom-up locally-grounded approach based on qualitative data collected during participatory workshops in Latin America. Our goal is to cons","authors_text":"Dorian Peters, Fernanda Espinoza, Guido Ivetta, Luciana Benotti, Marco da Re, Rafael A. Calvo","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2025-07-02T13:48:25Z","title":"Towards culturally-appropriate conversational AI for health in the majority world: An exploratory study with citizens and professionals in Latin America"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.01719","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":"sha256:02256b8d7b5382c16c2ed63691f24a2ce86f78282daa3b588d1222270898fb56","target":"record","created_at":"2026-07-05T11:30:54Z","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":"23a9aac1703920451b29a46e9aee75452241b1f9b6bade076dc7ff3d314b2874","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2025-07-02T13:48:25Z","title_canon_sha256":"a25f9761fac628c6d2431531ddd8db6c5591bc3f86e675ed3986d2877e8d00ad"},"schema_version":"1.0","source":{"id":"2507.01719","kind":"arxiv","version":1}},"canonical_sha256":"2107f836e9d7a6397c93fd5ae9ef70380726e250cb0cfbb4ca3680fd56402751","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2107f836e9d7a6397c93fd5ae9ef70380726e250cb0cfbb4ca3680fd56402751","first_computed_at":"2026-07-05T11:30:54.029762Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:30:54.029762Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Ub2tHrS9Fm3tHwcKHVh0m92TR8KniffL9M3p0YoYETn/W9pKxIdlnizVF0UopOk4lHNs58LGvQeosCCmqtF3BQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:30:54.030376Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.01719","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:02256b8d7b5382c16c2ed63691f24a2ce86f78282daa3b588d1222270898fb56","sha256:a0996ed3893eda47feb0fc03a00a83f599e5f65334ce25fbe1285256f91fc917"],"state_sha256":"5c4d2f4bd76702eb0c9972ad400642d858895d909bc01fdf610faa17a0310d2d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DiG8BGQx8M/mxrUlQMHd8ENtaZMwZfcWv7hFsg1rxr+Qca+Lo8smSlDmADxfn/zbmutsQl8ONSc+XyfD4eSbDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-07T14:05:08.454472Z","bundle_sha256":"22724f8d504bf6dce7c57a14462b79c06df7d24585f4751c944135492596a46d"}}