The word part that is added to an affix to make a new word is called a "root" or "base." A root is a meaningful unit of a word, often originating from another language, that carries the central meaning of the word. Affixes, on the other hand, are added to roots to modify or enhance their meaning. By combining roots with affixes, new words can be formed with specific meanings.