In New Jersey, the term sloppy Joe does not refer to the popular sandwich filled with ground beef and tomato sauce. This deli classic was invented in Town Hall Delicatessen in South Orange, New Jersey, and the double-decker rye bread sandwich typically contains two types of sliced deli meat, Swiss cheese, coleslaw, and Russian dressing.