The statement is only generates a contradiction if there is an omniscient being. If there are no omniscient beings, it is consistent.
The idea is that it is impossible for a being to both know and not know something. Knowable is not the same as known to a particular being
The statement being false implies that it is true, which is why this statement is contradictory if there are any omniscient beings
@atheistmemes