His paternal grandparents were the former Anne Cotton (a daughter of Sir Robert Cotton, 1st Baronet, of Combermere) and Sir Thomas Taylor, 1st Baronet (a son of Thomas Taylor, who settled in Ireland from Sussex following the Cromwellian conquest of Ireland in 1652). His maternal grandfather was John Graham. In 1757, Bective succeeded his father as baronet.