A type of race that involves multiple horses and their jockeys competing for who can run the fastest over a set distance. Often times it is associated with gambling, especially in Japan where the sport is more or less state sanctioned (either through the JRA or the NAR).
See Also
Umamusume - A game and Anime franchise involving some of the popular race horses in Japan