Middle-earth was those lands inhabited by mortal beings, i.e. all the lands of Arda except Aman and the Empty Lands. Only the west of Middle-earth is known in any great detail, which was where the events of The Silmarillion, The Hobbit and The Lord of the Rings took place.
Encyclopedia entry originally written by Nienna-of-the-Valar