Meaning and information about Katherine, What does Katherine mean? Katherine means Pure. Used since third century A. D. Early Latin forms Katerina and Caterina became Katharine and Catherine. French Cateline and English Catlyn came into wider use during medieval period when variants multiplied. Find similar names like Katherine.