Wikipedia says that a TOE refers to the hypothetical presence of a single, all-encompassing, coherent theoretical framework of physics that fully explains and links together all physical aspects of the universe.
Meanwhile, Tom Campbell points out that there is actually a difference between a Big TOE and a Little TOE...