He was the brother of Nathaniel Herbert Claiborne, nephew of Thomas Claiborne, uncle of John Francis Hamtramck Claiborne, granduncle of James Robert Claiborne, great-great-great granduncle of Lindy Boggs, and great-great-great granduncle of Claiborne Pell.