The Kaapvaal craton, a geological formation dating back three billion years, is a significant feature underlying both Sophiatown and Welkom. Melville Koppies in Sophiatown rests upon this ancient craton, while the Welkom basin is also situated upon it, filled with a thick succession of sedimentary rocks.