The Void is "the state of Not-being, outside Creation", and "outside Time and Space".
In a late 1950s essay titled "Notes on the Motives in the Silmarillion", Tolkien discusses the concept of Morgoth being thrust into the void, and talks a bit about it what that would mean, and whether Morgoth was actually thrust there or if he just merely left the Arda. Tolkien defines the void as "outside Time and Space, outside Ëa altogether", and "a conception of the state of Not-being, outside Creation or Ea".
We read that he was then thrust out into the Void. That should mean that he was put outside Time and Space, outside Ëa altogether; but if that were so this would imply a direct intervention of Eru (with or without supplication of the Valar). It may however refer inaccurately* to the extrusion or flight of his spirit from Arda.
* [footnote to the text] Since the minds of Men (and even of the Elves) were inclined to confuse the 'Void', as a conception of the state of Not-being, outside Creation or Ea, with the conception of vast spaces within Ëa, especially those conceived to lie all about the enisled 'Kingdom of Arda' (which we should probably call the Solar System).
Morgoth's Ring - "Myths Transformed"