{ "schema_version": "1.0.0", "taxonomy_version": "1.0.0", "evidence_build": "prepared-training-data full build, OpenPII revision a785eb528e28be2693c3718a27e066970de5dadb", "thresholds": { "model_trained_min_entities": 10000, "experimental_min_entities": 100 }, "tiers": { "model_trained": { "description": "Sufficient span evidence to train and evaluate a contextual head.", "types": { "PERSON_NAME": 1569634, "DATE_TIME": 1419959, "EMAIL_ADDRESS": 881037, "CITY": 824794, "STREET_ADDRESS": 774697, "GOVERNMENT_ID": 668691, "PHONE_NUMBER": 660835, "AGE": 588563, "POSTAL_CODE": 506110, "PAYMENT_CARD_NUMBER": 374410, "DRIVER_LICENSE_NUMBER": 328122, "TAX_ID": 308681, "PASSPORT_NUMBER": 239124 } }, "experimental": { "description": "Some evidence but below the training threshold. Served only when the caller opts into experimental types.", "types": { "URL": 262, "COUNTRY": 214, "USERNAME": 101 } }, "rule_only": { "description": "Deterministic format or checksum detection. Excluded from the model label set by design, not by lack of data.", "types": { "IBAN": 1, "SWIFT_BIC": 1, "CRYPTO_WALLET": 1, "MAC_ADDRESS": 2, "IP_ADDRESS": 20, "GEO_COORDINATES": 1, "VEHICLE_IDENTIFIER": 1, "DEVICE_IDENTIFIER": 1, "AADHAAR_NUMBER": 1, "FAX_NUMBER": 1, "SOCIAL_SECURITY_NUMBER": 1 } }, "blocked": { "description": "Context-dependent types that need annotated data before they can be claimed. Sources are gated or not yet generated.", "types": { "MEDICAL_RECORD_NUMBER": 1, "HEALTH_PLAN_ID": 1, "PROVIDER_ID": 1, "DATE_OF_BIRTH": 1, "ADDRESS": 1, "COUNTY_DISTRICT": 1, "STATE_PROVINCE": 1, "LICENSE_PLATE": 1, "VOTER_ID": 1, "BIOMETRIC_IDENTIFIER": 1, "BANK_ACCOUNT_NUMBER": 47, "OTHER_UNIQUE_ID": 3 } } }, "training_notes": [ "The model label set is exactly the model_trained tier; experimental types may be added only behind an explicit flag.", "Entities whose type is not in the model label set must be loss-masked, never relabelled as O. Relabelling teaches the model to suppress spans that rule recognizers are expected to find.", "DATE_TIME is trained as a generic date. DATE_OF_BIRTH stays blocked because the source DATE label carries no birth-date distinction.", "GOVERNMENT_ID aggregates the source IDCARDNUM and SOCIALNUM labels and is not country-specific; subtype assignment belongs to locale recognizers.", "SOCIAL_SECURITY_NUMBER is rule-only: 97% of the source SOCIALNUM occurrences are non-US, so the US-specific type cannot be learned from that label." ] }