In French, name Catherine means – Pure, clear. Form of the Latin Katharina, from the Greek Aikaterina. It was borne by a number of saints, including St Catherine of Alexandria, a 4th century martyr who suffered torture on a spiked wheel.. Other origins for name Catherine include – French, Greek, Irish. Name Catherine is most often used as a girl name or female name.