Athletic Record Duplicate Athlete Resolution: Match Names Without Merging the Wrong Person
Duplicate athlete records — two entries that either belong to the same person entered under different name spellings, or two entirely different athletes who share the same name — are among the most consequential data problems a school record board can hold. The fix for one scenario (merge) is exactly the wrong action for the other (keep separate), and choosing incorrectly credits the wrong athlete, erases legitimate history, or conflates two people who competed in different eras entirely. Athletic record duplicate athlete resolution is the structured process of comparing available identifiers to make that determination correctly before touching any data.
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