A horse named Limelight Beach won the Little Brown Jug yesterday at the Delaware County Fairgrounds, beating one called Let's Drink on It by 1 1/4 lengths in the second leg of the pacing Triple Crown. Limelight Beach was winless in 12 previous starts this year.