George Mulligan's career as an engineer necessitated frequent moves through numerous cities. Gerry was the youngest of four sons with George, Phil and Don preceding him.
His father was a Wilmington, Delaware native of Irish descent his mother a Philadelphia native of half-Irish and half-German descent. Gerry Mulligan was born in Queens Village, Queens, New York, United States, the son of George and Louise Mulligan.