Suggested answer

Identity Resolution (IR) unifies records from multiple data sources into a single Unified Individual profile by linking related Contact Point records. Configuration uses IR Rulesets:

1. Deterministic Matching — exact-match rules on high-confidence identifiers (exact email address, exact phone number, exact loyalty ID). High precision, lower recall.
2. Probabilistic Matching — statistical scoring across multiple partial signals (similar name + same city); matches records that are likely the same person without a single exact identifier. Higher recall, lower precision. Reconciliation Rules determine which attribute value "wins" when multiple sources provide different values for the same field: Most Frequent (majority value), Last Updated (most recent), or Source Priority (configured source order). The Match Rate Dashboard in Data Cloud shows the percentage of records resolved into unified profiles.

Practice content for interview preparation; not an official vendor answer. Verify details against current product documentation.

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