 In 1917, the Japanese astronomer Kiyotsugu Hirayama began to study asteroid motions.By plotting the mean orbital motion, inclination, and eccentricity of a set of asteroids, he discovered several distinct groupings.In a later paper he reported a group of three asteroids associated with Pallas, which became named the Pallas family, after the largest member of the group.