Arthur Gardner Rankin, Jr. was born on July 19, 1924 in New York City, New York. He was the son of actors, Arthur Rankin and Marian Mansfield. His grandparents, Harry Davenport and Phyllis Rankin, were also actors. He was of English and Irish ancestry.