When you self-publish with Amazon, do you still pick a "publisher"?

I know of at least 2 books that were self-published on Amazon where under the Publisher Name they have put their own business name. Is this the case with all Amazon self-publishing? Do you get to just make up a Publisher Name? (And if that's the case, how do you actually know if a book has been published with Amazon?!)