{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:MLF5ANC3T2OGNGQDIYCEEXLDK2","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":"855ecf6c0f6416da031cdde9ee8b288450ba970a72bf0bfc647ea7146023300e","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-16T11:53:21Z","title_canon_sha256":"ee67c3a99248cecf6ed78fc90c883eefde97f286d01e2833a2937011a4333167"},"schema_version":"1.0","source":{"id":"2606.17826","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.17826","created_at":"2026-06-19T16:10:40Z"},{"alias_kind":"arxiv_version","alias_value":"2606.17826v1","created_at":"2026-06-19T16:10:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.17826","created_at":"2026-06-19T16:10:40Z"},{"alias_kind":"pith_short_12","alias_value":"MLF5ANC3T2OG","created_at":"2026-06-19T16:10:40Z"},{"alias_kind":"pith_short_16","alias_value":"MLF5ANC3T2OGNGQD","created_at":"2026-06-19T16:10:40Z"},{"alias_kind":"pith_short_8","alias_value":"MLF5ANC3","created_at":"2026-06-19T16:10:40Z"}],"graph_snapshots":[{"event_id":"sha256:53d78c126b9848126c552c0c03865d6eea20c234473e798551ddbe9da96943fa","target":"graph","created_at":"2026-06-19T16:10:40Z","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/2606.17826/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Automatic speech recognition (ASR) in non-English clinical settings is challenged by multiscript variability, where the same term may appear in multiple valid orthographic forms. Conventional string-matching evaluation metrics often underestimate ASR performance by treating orthographic variants as errors. To address this issue, we introduce MultiClin, a clinical ASR benchmark designed to evaluate robustness to multiscript variability. Experiments across diverse ASR models show that multiscript-aware evaluation provides a fairer assessment of recognition quality than conventional single-refere","authors_text":"Eunho Yang, Jean Seo, Jeonguk Lee, Jisoo Jung, Minkyu Kim, Wooseok Han","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-16T11:53:21Z","title":"When Multiple Scripts Matter: Evaluating ASR in Clinical Settings"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.17826","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:cf5de9d636b4e476a844d405c73088c4ecb6989a321e19664a4a9e1b5647add6","target":"record","created_at":"2026-06-19T16:10:40Z","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":"855ecf6c0f6416da031cdde9ee8b288450ba970a72bf0bfc647ea7146023300e","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-16T11:53:21Z","title_canon_sha256":"ee67c3a99248cecf6ed78fc90c883eefde97f286d01e2833a2937011a4333167"},"schema_version":"1.0","source":{"id":"2606.17826","kind":"arxiv","version":1}},"canonical_sha256":"62cbd0345b9e9c669a034604425d6356b7e66226c99c5886e1f007f7d9a20a8b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"62cbd0345b9e9c669a034604425d6356b7e66226c99c5886e1f007f7d9a20a8b","first_computed_at":"2026-06-19T16:10:40.672593Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-19T16:10:40.672593Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qktUJBZJn6S8KwRvcUzXWXXNS7tjHJ8gHWzGsG848Bypxec7LgTx09VGQHI5Y4JmxY5vuJ0YhEFqkA5GWEewCA==","signature_status":"signed_v1","signed_at":"2026-06-19T16:10:40.672934Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.17826","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cf5de9d636b4e476a844d405c73088c4ecb6989a321e19664a4a9e1b5647add6","sha256:53d78c126b9848126c552c0c03865d6eea20c234473e798551ddbe9da96943fa"],"state_sha256":"c426681326927e63dd7cc812df8e1a50361785526dd567ca852591649f530976"}