Ok. So I tried to to remove it, but I couldn't. Here are some pictures.
1) Shows that I think I need a socket with a grip (first pic).
2) and 3), however, I tried to capture that I don't really know how to take this thing off. The "hat" rotates with respect to the bottom, but doesn't seem...