The track was built by the Brooklyn Jockey Club with the backing of Philip and Michael Dwyer, two wealthy racing stable owners known as the Dwyer Brothers.
In this context, the phrase "track" refers to a racing circuit or a thoroughbred racing facility. The statement indicates that the Brooklyn Jockey Club built and supported the track financially, with backing from the influential Dwyer brothers.