They are very similar to a normal capacitor, but one of the steps in the manufacturing process the literally cut a slice into the top of it.
This exposes the edge of the plates of the capacitor to air, which has a lower breakdown voltage than the ceramic dielectric. The idea is to provide a discharge path in the event of over voltage to avoid damaging the dielectric.