Help! How to beatbox this sound.

The band Pentatonix, in their cover of "Problem" by Ariana Grande, the VP does what sounds like a variation on an inward rimshot at the 35 to 42 second marks. What is this sound called and how do you do it?
Your help is greatly appreciated.

Your help is greatly appreciated.
