The race track is called Ardmore in this movie. There really was a Ardmore race track in Oklahoma. But the one shown in this film is really in Los Angeles and is probably the Hollywood Race Track before it became the Hollywood. There is also some stock footage used in this movie showing the horses in a race.
The name of the town where the sheriff's office is located changes from Boulder Pass to Cougar Creek.