Sandra -- soap is cleansing by nature, even a 100% olive oil soap would still be cleansing because it is an oil-dissolving salt.
Castille soap is known to be very mildly cleansing -- not drying, good for sensitive skin. Because of its high oleic acid content, soap made with olive oil is definitely on the soft side and can take longer to harden, as Pug Mom said.