As of July 1, 2015, you must register a moped in North Carolina, and certify it's not a motorcycle. From the document http://www.ncdot.gov/download/dmv/VR_MVR1A.pdf here's the text:
***MOPED CUSTOMERS ONLY***
I attest to the following: (Must Initial)
1. This vehicle has two or three wheels, no...