Details of Joseph's birth are not known.

Joseph married Joan Bateman on Thursday 9 July 1699 in Cleobury Mortimer, Shropshire.

He had the following children from his marriage to Joan Bateman:

- Benjamin Woolf

born around 1703.

Details of Joseph's occupation are not known.