Which graphics card do you have? Your graphics card might not be capable of hosting all three at once is my assumption.
So does the gpu only support two at once? Does it matter which ones you try?You could try plugging one into your motherboard, but since you have 3 screens I would assume you want to play games in a wide resolution and the mobo chipset most likely won't work with the gpu