The name Bela Peč means 'white cliff' and refers to Podbevšek Cliff, which rises at the north end of the settlement. Toponyms containing the common nounpeč 'cliff' are common in Slovenia. Other examples include the nearby villages of Sovinja Peč and Vranja Peč.