Original: The Kentucky Derby is a Grade I stakes race for three year-old Thoroughbred horses , held annually in Louisville , Kentucky , on the first Saturday in May , capping the two-week-long Kentucky Derby Festival .
Simplified: The Kentucky Derby is a horse race for three-year-old thoroughbreds held every year at the Churchill Downs in Louisville , Kentucky on the first Saturday in May .