Spent the whole morning trying to install CentOS 6.5 on a relatively new machine using a Gigabyte GA-B85-HD3 motherboard, with a NVIDIA GeForce GT 620. The message I got was that the hardware (or a combination of what) I 'm using is incompatible with CentOS.
As I had Fedora 20 already running on this very machine, I figured that the problem was related to UEFI and wasted a lot of time trying to the get rid of the EFI partition on the Linux disk. Eventually after updating the BIOS and trying all sorts of magic. I disabled the on board Intel graphics adapter and everything worked like a charm.