Joseph, known as Joe, was born in 1907. Joe's father was William Millington and his mother was Sarah Ann Weigh. His paternal grandparents were William Millington and Mary Bradshaw. He had a brother and a sister, named Herbert and Florence. He was the second oldest of the three children. He died at the age of 80 in 1987.