Consider a set of collectible tokens, each having one of three distinct materials (wood, stone, metal) and one of four distinct engravings (eagle, lion, dragon, phoenix). Every unique combination of material and engraving exists in the set. If two tokens are randomly selected from the set, what is the probability that they form a "matching set", defined as having either the same material or the same engraving?