Welfare eligibility determinations

Identifies individual welfare, social-assistance, and income-support eligibility decisions. Topic phrases are retained for discovery; enforcement requires applicant, household, income, dependant, means-test, benefit-category, outcome, review-right, or effective-date fields, and high confidence also requires a formal case/application reference or recorded eligibility decision.

Type: regex
Engine: boost_regex
Confidence: medium
Confidence justification: Medium confidence requires substantive claimant assessment fields. High confidence adds a formal case/application reference or recorded decision status.
Detection quality: Topic false positive
Jurisdictions: global
Regulations: GDPR
Data categories: pii
Scope: wide
Risk rating: 8
Platform compatibility: Purview: Compatible, GCP DLP: Compatible, Macie: Compatible, Zscaler: Compatible, Palo Alto: Degraded, Netskope: Unsupported

Pattern

(?is)\b(?:welfare\s+(?:benefit\s+)?eligibility\s+(?:determination|decision)|social\s+assistance\s+eligibility\s+(?:determination|decision)|income\s+support\s+eligibility\s+(?:determination|decision))s?\b

Corroborative evidence keywords

welfare eligibility determinations

Proximity: 240 characters

Should match

welfare eligibility determination — Low-tier probe - welfare decision topic without assessment fields
Welfare eligibility determination: applicant household, household income, dependant children, means test result, benefit category, assessment outcome, review rights, and effective date — Medium-tier probe - substantive determination without formal reference or decision status
Welfare eligibility determination, application reference: WEL-2026-104: applicant household, household income, dependant children, means test result, benefit category, assessment outcome, decision approved, review rights, and effective date — High-tier probe - substantive determination with formal application reference and decision

Should not match

The policy describes welfare benefits and means-test thresholds. — Public policy discussion without an individual determination
The scholarship eligibility assessment reviews household income. — Non-welfare eligibility context
Training example: welfare eligibility determination WEL-2026-104 with household income, assessment outcome, and decision approved — Explicit training content must not enforce

Known false positives

Welfare policy, published eligibility criteria, and unrelated scholarship or insurance assessments discuss income, dependants, means tests, and outcomes. Mitigation: Require a welfare, social-assistance, or income-support eligibility determination before considering claimant assessment fields.
Training determinations can contain realistic applicant details, references, outcomes, and review rights. Mitigation: Reject explicit template, demo, tutorial, sample-data, and training-example framing from enforcing tiers.