Oddly enough, this isn’t actually a mushroom. It’s a fungus called Hypomyces lactifluorum which grows as a parasite on the outside surface of other mushrooms - usually Russula brevipes in my region. It is a celebrated local delicacy in the fall though I haven’t dared yet.