Identify which CRISP-DM phase common AI data science artifacts belong to.
Sort each AI data science artifact into its primary CRISP-DM phase. Business understanding Data understanding Data preparation Modeling Evaluation Deployment Decision owner and action threshold Canonical source table and row definition Leakage-safe feature pipeline Baseline model and tuned candidate Subgroup metric and error analysis Monitoring owner and rollback trigger Label window definition Missingness and join-quality audit Train-validation-test split script
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