The Pennsylvania Thoroughbred Horsemen's Association has rejoined an umbrella organization of horsemen's groups in the Mid-Atlantic, the Thoroughbred Horsemen's Association. The Pennsylvania horsemen's group, which represents approximately 3,800 owners and trainers at Parx Racing, has operated as an independent organization for the past ten years.