Third On a Match was originally set in today's times, but after the later concept, Austin Newman decided to make it a 1930s-1940s film.
Austin Newman portrays two characters as his real life grandfathers: Eugene Newman and Neal Welborn. However, Richard Johnson is a fictitious character