A dataset has duplicate business records caused by retries, and each event carries a stable unique identifier. Which approach best fits?

1. Normalize missing-value representations using explicit data-quality rules.
2. Parse dates using explicit expected formats and quarantine invalid records.
3. Deduplicate using the stable identifier with a defined retention or state strategy.
4. Use safe conversion and route failed conversions for review.