Disabuse: To free from a mistaken belief or error; to undeceive; to disengage from fallacy or deception; to set right.

It is our duty to disabuse ourselves of false notions and prejudices.

Disabuse comes from the Latin prefix dis- (away) and the verb abusus sum (waste, squander; misuse).