But once you download It, any changes you make are only local. You cannot edit wikipedia using a non-wikipedia account (sure you can edit anonymously but then your IP functions as your account) and the articles are not systematically stored in different wikipedia instances. There is one Wikipedia.
By the way, centralized doesn't mean "walled off".