{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:QULH2YVTCZ4XMGXEEKOL5SWAAH","short_pith_number":"pith:QULH2YVT","canonical_record":{"source":{"id":"2606.28526","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-26T18:21:58Z","cross_cats_sorted":["cs.HC"],"title_canon_sha256":"7ed6b8c8cb618b76885d600fe75e31fa2ab5cbded79051eb69ddda6ec3c1ca07","abstract_canon_sha256":"813c756dd0ca78042bb850c449c9be86befae4985c03edab3442cb7fec280907"},"schema_version":"1.0"},"canonical_sha256":"85167d62b31679761ae4229cbecac001cce1570ada4ed5f4b2590c7a3f77c1e3","source":{"kind":"arxiv","id":"2606.28526","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.28526","created_at":"2026-06-30T00:15:16Z"},{"alias_kind":"arxiv_version","alias_value":"2606.28526v1","created_at":"2026-06-30T00:15:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.28526","created_at":"2026-06-30T00:15:16Z"},{"alias_kind":"pith_short_12","alias_value":"QULH2YVTCZ4X","created_at":"2026-06-30T00:15:16Z"},{"alias_kind":"pith_short_16","alias_value":"QULH2YVTCZ4XMGXE","created_at":"2026-06-30T00:15:16Z"},{"alias_kind":"pith_short_8","alias_value":"QULH2YVT","created_at":"2026-06-30T00:15:16Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:QULH2YVTCZ4XMGXEEKOL5SWAAH","target":"record","payload":{"canonical_record":{"source":{"id":"2606.28526","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-26T18:21:58Z","cross_cats_sorted":["cs.HC"],"title_canon_sha256":"7ed6b8c8cb618b76885d600fe75e31fa2ab5cbded79051eb69ddda6ec3c1ca07","abstract_canon_sha256":"813c756dd0ca78042bb850c449c9be86befae4985c03edab3442cb7fec280907"},"schema_version":"1.0"},"canonical_sha256":"85167d62b31679761ae4229cbecac001cce1570ada4ed5f4b2590c7a3f77c1e3","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-30T00:15:16.944048Z","signature_b64":"vhdcq4ZYwB6iVi1sbrOTfOksMR4NhYHzir0tjjkhP/u0AG1Hdj98v2mRyaE8XzId7mvjz4r0u4Iy1m6FzztXCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"85167d62b31679761ae4229cbecac001cce1570ada4ed5f4b2590c7a3f77c1e3","last_reissued_at":"2026-06-30T00:15:16.943545Z","signature_status":"signed_v1","first_computed_at":"2026-06-30T00:15:16.943545Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.28526","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":"2026-06-30T00:15:16Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Q7HIaoUogCQlsIXD2D862WXAbJeEgcXnEz5soIvShI4eeGxxtDpv6KPZalqCFayFJCMX7faICBYGhbTFj3whDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-01T06:45:04.714795Z"},"content_sha256":"7170773d74d7b519f55690c4f4d098d18c07c13eab8b1d18aac992295ea7c346","schema_version":"1.0","event_id":"sha256:7170773d74d7b519f55690c4f4d098d18c07c13eab8b1d18aac992295ea7c346"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:QULH2YVTCZ4XMGXEEKOL5SWAAH","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A French OSCE Dialogue Dataset and Controllable Virtual Patient System for Clinical Training","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.HC"],"primary_cat":"cs.CL","authors_text":"Doria Bonzi, Fabrice Lef\\`evre, Irina Illina, Tom Bourgeade","submitted_at":"2026-06-26T18:21:58Z","abstract_excerpt":"The clinical and communication skills of medical students are commonly assessed through Objective Structured Clinical Examinations (OSCEs), which consist of brief scenario-driven simulations of doctor-patient interactions. However, training is often limited by the low availability of human standardized patients, motivating the development of realistic virtual patients (VPs). To address this gap, we introduce a French OSCE dialogue dataset comprising 240 student-patient training interactions. We build upon it a controllable LLM-based pipeline to generate synthetic OSCE dialogues. The pipeline i"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.28526","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/2606.28526/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":"2026-06-30T00:15:16Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"FzCxF9oUwfV+ZggY3N8dbXcOIMeTJA8k7eIhKzAQuMBzSyt0Bcr8BnB+jdnTELEDuDhO92q00mJ/rm9BaX6eAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-01T06:45:04.715197Z"},"content_sha256":"f54bc2259843d6a2c66d70ffd7e8c3d42e44d0f95f1e0184fa76702bd23cd13c","schema_version":"1.0","event_id":"sha256:f54bc2259843d6a2c66d70ffd7e8c3d42e44d0f95f1e0184fa76702bd23cd13c"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/QULH2YVTCZ4XMGXEEKOL5SWAAH/bundle.json","state_url":"https://pith.science/pith/QULH2YVTCZ4XMGXEEKOL5SWAAH/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/QULH2YVTCZ4XMGXEEKOL5SWAAH/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":"2026-07-01T06:45:04Z","links":{"resolver":"https://pith.science/pith/QULH2YVTCZ4XMGXEEKOL5SWAAH","bundle":"https://pith.science/pith/QULH2YVTCZ4XMGXEEKOL5SWAAH/bundle.json","state":"https://pith.science/pith/QULH2YVTCZ4XMGXEEKOL5SWAAH/state.json","well_known_bundle":"https://pith.science/.well-known/pith/QULH2YVTCZ4XMGXEEKOL5SWAAH/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:QULH2YVTCZ4XMGXEEKOL5SWAAH","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":"813c756dd0ca78042bb850c449c9be86befae4985c03edab3442cb7fec280907","cross_cats_sorted":["cs.HC"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-26T18:21:58Z","title_canon_sha256":"7ed6b8c8cb618b76885d600fe75e31fa2ab5cbded79051eb69ddda6ec3c1ca07"},"schema_version":"1.0","source":{"id":"2606.28526","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.28526","created_at":"2026-06-30T00:15:16Z"},{"alias_kind":"arxiv_version","alias_value":"2606.28526v1","created_at":"2026-06-30T00:15:16Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.28526","created_at":"2026-06-30T00:15:16Z"},{"alias_kind":"pith_short_12","alias_value":"QULH2YVTCZ4X","created_at":"2026-06-30T00:15:16Z"},{"alias_kind":"pith_short_16","alias_value":"QULH2YVTCZ4XMGXE","created_at":"2026-06-30T00:15:16Z"},{"alias_kind":"pith_short_8","alias_value":"QULH2YVT","created_at":"2026-06-30T00:15:16Z"}],"graph_snapshots":[{"event_id":"sha256:f54bc2259843d6a2c66d70ffd7e8c3d42e44d0f95f1e0184fa76702bd23cd13c","target":"graph","created_at":"2026-06-30T00:15:16Z","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/2606.28526/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The clinical and communication skills of medical students are commonly assessed through Objective Structured Clinical Examinations (OSCEs), which consist of brief scenario-driven simulations of doctor-patient interactions. However, training is often limited by the low availability of human standardized patients, motivating the development of realistic virtual patients (VPs). To address this gap, we introduce a French OSCE dialogue dataset comprising 240 student-patient training interactions. We build upon it a controllable LLM-based pipeline to generate synthetic OSCE dialogues. The pipeline i","authors_text":"Doria Bonzi, Fabrice Lef\\`evre, Irina Illina, Tom Bourgeade","cross_cats":["cs.HC"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-26T18:21:58Z","title":"A French OSCE Dialogue Dataset and Controllable Virtual Patient System for Clinical Training"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.28526","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":"sha256:7170773d74d7b519f55690c4f4d098d18c07c13eab8b1d18aac992295ea7c346","target":"record","created_at":"2026-06-30T00:15:16Z","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":"813c756dd0ca78042bb850c449c9be86befae4985c03edab3442cb7fec280907","cross_cats_sorted":["cs.HC"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-26T18:21:58Z","title_canon_sha256":"7ed6b8c8cb618b76885d600fe75e31fa2ab5cbded79051eb69ddda6ec3c1ca07"},"schema_version":"1.0","source":{"id":"2606.28526","kind":"arxiv","version":1}},"canonical_sha256":"85167d62b31679761ae4229cbecac001cce1570ada4ed5f4b2590c7a3f77c1e3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"85167d62b31679761ae4229cbecac001cce1570ada4ed5f4b2590c7a3f77c1e3","first_computed_at":"2026-06-30T00:15:16.943545Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-30T00:15:16.943545Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"vhdcq4ZYwB6iVi1sbrOTfOksMR4NhYHzir0tjjkhP/u0AG1Hdj98v2mRyaE8XzId7mvjz4r0u4Iy1m6FzztXCQ==","signature_status":"signed_v1","signed_at":"2026-06-30T00:15:16.944048Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.28526","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7170773d74d7b519f55690c4f4d098d18c07c13eab8b1d18aac992295ea7c346","sha256:f54bc2259843d6a2c66d70ffd7e8c3d42e44d0f95f1e0184fa76702bd23cd13c"],"state_sha256":"2f9ae72987f5196c3cbc01d2f558e430699e52afd703ba03cb46cd3fda4e5156"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"0Q1zkfr1AKx1UH3bQe9ITVlC+cIMEqtJvOOta3R7xRRdcfIS2GUr6WNhfnIfWCW25wC4pGek6/vRjwguxcZZBw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-01T06:45:04.717499Z","bundle_sha256":"9a101275af10034d9fa7cb8d1591dc89c07daa1cae8d60eff91186dbeb03cf94"}}