{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:5K3XQQG5W5DO3KBVTLIV3RC3PH","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":"c9dc53ace627bd569a7fd3a75854bb03974511c79d9a4e611c881301048281b2","cross_cats_sorted":["cs.AI","cs.CY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-31T12:39:05Z","title_canon_sha256":"a2c2adf185f1c9f5c499012c55e716b8ce0cf712fe3c42319ab7f2090f27db8f"},"schema_version":"1.0","source":{"id":"2606.01204","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.01204","created_at":"2026-06-02T02:04:26Z"},{"alias_kind":"arxiv_version","alias_value":"2606.01204v1","created_at":"2026-06-02T02:04:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.01204","created_at":"2026-06-02T02:04:26Z"},{"alias_kind":"pith_short_12","alias_value":"5K3XQQG5W5DO","created_at":"2026-06-02T02:04:26Z"},{"alias_kind":"pith_short_16","alias_value":"5K3XQQG5W5DO3KBV","created_at":"2026-06-02T02:04:26Z"},{"alias_kind":"pith_short_8","alias_value":"5K3XQQG5","created_at":"2026-06-02T02:04:26Z"}],"graph_snapshots":[{"event_id":"sha256:6b0f9a3774eac165ff55738df99fe4353c66dc1db2047c1ad52dca878307cde0","target":"graph","created_at":"2026-06-02T02:04:26Z","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/2606.01204/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We investigate whether large language models produce different medical triage recommendations for identical symptoms based solely on the language of the patient prompt. Using Gemini 3.5 Flash, we evaluate a neurological symptom profile (persistent headache, blurred vision, nausea) across six languages (English, Spanish, Chinese, Hindi, Japanese, Arabic) with 30 runs per condition (n=450 total API calls). We find that the model recommends emergency room visits at rates ranging from 0% (Japanese, Hindi) to 30% (English, Arabic), despite assigning nearly identical severity scores (7.7-8.0/10) acr","authors_text":"Qi Han Wong","cross_cats":["cs.AI","cs.CY"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-31T12:39:05Z","title":"Implicit Geographic Inference in LLM Medical Triage: Language-Driven Disparities in Emergency Recommendations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.01204","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":"sha256:54b26331b65df56c94230004bb5cb59b9cdad45586a640110c6e666292ef0b34","target":"record","created_at":"2026-06-02T02:04:26Z","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":"c9dc53ace627bd569a7fd3a75854bb03974511c79d9a4e611c881301048281b2","cross_cats_sorted":["cs.AI","cs.CY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-31T12:39:05Z","title_canon_sha256":"a2c2adf185f1c9f5c499012c55e716b8ce0cf712fe3c42319ab7f2090f27db8f"},"schema_version":"1.0","source":{"id":"2606.01204","kind":"arxiv","version":1}},"canonical_sha256":"eab77840ddb746eda8359ad15dc45b79e4e7016b700646b53a000ed5e8bdfdb6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"eab77840ddb746eda8359ad15dc45b79e4e7016b700646b53a000ed5e8bdfdb6","first_computed_at":"2026-06-02T02:04:26.755068Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-02T02:04:26.755068Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qbM4KwJZXtxSUqN5mw+EitwGOgZl6DQ9StNMIQ4cN2bYR3or9VWlQIhkI4zRuh+KOI80tqmUa5oVNIIspjCCCg==","signature_status":"signed_v1","signed_at":"2026-06-02T02:04:26.755491Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.01204","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:54b26331b65df56c94230004bb5cb59b9cdad45586a640110c6e666292ef0b34","sha256:6b0f9a3774eac165ff55738df99fe4353c66dc1db2047c1ad52dca878307cde0"],"state_sha256":"7364cd007299c9b2a12d9c7aa88568ed028f2e6ec200ac1fdfae285d7eac07bd"}