High Quality Content by WIKIPEDIA articles! The Futurity Stakes, commonly referred to as the Belmont Futurity, is an American Thoroughbred horse race run annually in mid September at Belmont Park in Elmont, New York. Open to two-year-old horses, it is raced on dirt over a distance of seven furlongs.