* Encyclopedia: A comprehensive reference work that provides information on a wide range of subjects.
* Enlightened: Having or showing a rational, informed, and progressive outlook.
While an encyclopedia can be a source of information that might lead to enlightenment, the words themselves have distinct meanings.
You could say that ignorant or uninformed are antonyms for "enlightened".