Kentucky Derby ken·tuc·ky·derby uncommon noun 1. an annual race for three-year-old horses; held at Churchill Downs in Louisville, Kentucky SynonymsKentucky Derby Related words Broader terms thoroughbred race WordNet 2.1 (Princeton University). WordNet 2.1 Copyright Princeton University. All rights reserved.