Avoiding Entity Key Drift in a Data Lake: Step 2, When Fuzzy Matching Stops Working
Most people who reconcile messy identifiers reach for the same approach: take an edit-distance metric, pick a threshold, and merge anything close enough. Damerau-Levenshtein is the obvious upgrade over plain…