A sugar plum is a type of old fashioned candy with some kind of nut center, often with spice flavors like cinnamon and nutmeg, and a hard outer shell. A Jordan Almond is a type of a sugar plum. In modern times, many sugar plum-inspired products (like this cocktail!) do incorporate a plum flavor because of the name.