A pipeline joins order records to customers, but some orders refer to nonexistent customer identifiers. Which approach best fits?

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  1. Remove target leakage and rebuild an appropriately timed evaluation split.
  2. Add business-rule validation for value range and currency consistency.
  3. Validate referential relationships and quarantine or resolve orphaned records.
  4. Profile the source data and compare results with expected constraints.

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