The mine was originally called Wheal Maria, then changed to Wheal Eliza. It was one of the projects undertaken by the Knight family after they bought large parts of Exmoor in the early 19th century. Frederick Knight (MP) took over from his father in trying to exploit the mineral assets of the land.