Pegge Burnell was born Broughton Benjamin Steade to a Yorkshire family. His father Thomas Steade had married Millicent the daughter of Strelly Pegge of Beauchief Abbey in Derbyshire (later Boundary changes have now put the Abbey inside the city of Sheffield boundary). When his elder brother died on the island of St Domingo in 1796 he inherited his family's estates.