I found the following:

3 short beeps = Basic memory 64K address check error (long/short...i hear 3 beeps repeatedly)

See: http://ddr4motherboard.com/beepcodes/ASROCK-H110-PRO-BTC+

Is it the RAM then? Or something on the mobo?