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AWS Entity Resolution adds record-level confidence scores for ML matching

calendar_today September 9, 2026 person aws@amazon.com domain amazon-q

AWS Entity Resolution now provides record-level confidence scores for Machine Learning (ML) based matching workflows, giving you a per-record signal of how confident the model is in each individual identity match. Previously, all records within a match group carried the same group-level confidence score regardless of actual match quality — making it impossible to distinguish a near-certain match from a borderline one. This forced customers to apply a single confidence threshold across all records, limiting the number of resolved identities that could be activated downstream.

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