Blackett was the son of John Blackett of Newby Park (the second son of Sir Edward Blackett, 2nd Baronet) and his wife Patience Wise.
John Blackett, the father of Blackett, lived at Newby Park. He was the second-born son of Sir Edward Blackett, 2nd Baronet, and married to Patience Wise.