Based on references from Ensiklopedi Keris, pg.504, the handle is definitely from Cirebon. It's a raksasa kerdil. Mainly it is made from wood and normally it is not fitted with any jewels.
Materials and style might be incorporated with inspiration from Balinese handles. (My 2 cents worth.)
