An Elite preferred species is somebody who selects their preferred species as an Elite instead of Spartan. The term Elite preferred species is often used as a slur by players who have their preferred species as Spartan.
Player playing as an Elite: *makes a valid point in an argument*
Player playing as a Spartan: "Shut the fuck up, Elite preferred species."