Results for the Mention-Pair Model 1 Base 56.5 69.7 62.4 54.9 66.3 60.0 50.4 56.7 53.3 48.9 54.5 51.5 2 Base+YAGO Types ( YT ) 57.3 70.3 63.1 58.7 67.5 62.8 51.7 57.9 54.6 50.3 55.6 52.8 3 Base+YAGO Means ( YM ) 56.7 70.0 62.7 55.3 66.5 60.4 50.6 57.0 53.6 49.3 54.9 51.9