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Weakness Taxonomy

The analyzer categorizes failures into actionable types:

Type Description Example
OVERLAP_CONFLICT Higher-score entity replaces correct detection LOCATION "53168 Bonn" beats DE_POSTAL_CODE "53168"
COVERAGE_GAP No recognizer detects this entity type AGE patterns like "64-jährige" unrecognized
CONTEXT_DEPENDENCY Detection requires specific context words "Müller" only detected with "Herr" prefix
FORMAT_VARIATION Entity format differs from expected pattern KVNR with spaces "A 123 456 780"
ENTITY_CONFUSION Wrong entity type assigned BSNR detected as LANR (same format)
LEAKAGE PII survives anonymization Partial name remains after full name anonymized