So... if I'm reading through this, dual citizenship will not (necessarily) prevent me from getting accepted, but I do have to disclose it.
I'm in a special situation, since my second citizenship is Dutch, which actually is eligible to apply for global entry. Anyway, I enter and exit the US on American, and enter and exit the EU on a Dutch passport...