In 1889 he resigned his post as governor and accepted the new cabinet position of Secretary of Agriculture in the Benjamin Harrison administration . In 1889 , after the end of his third term as governor , he accepted the new cabinet position of Secretary of Agriculture in the Benjamin Harrison administration .