Mr. Beef & Pizza. 1796 West Elmhurst Road in Mount Prospect , IL. The restaurant is located just North of Algonquin Road. As one views the map below, it is north side up and Elmhurst road at this point combines with 83 & also maybe referred as N. Elmhust Road.