High Quality Content by WIKIPEDIA articles! The Vagrancy Handicap is an American Thoroughbred horse race run annually at the end of May/early June at Belmont Park in Elmont, New York. The event is open to fillies and mares, age three and older. The Grade II race is contested on dirt over a distance of six and one-half furlongs.