Benning was born on a plantation in Columbia County, Georgia, the son of Pleasant Moon and Malinda Meriwether White Benning, the third of eleven children.
Benning blev født på en plantage i Columbia County i Georgia, søn af Pleasant Moon og Malinda Meriwether White Benning, det redje af elleve børn.