A plaintiff can plead contradictory causes of action when there is genuine uncertainty about the underlying facts. This approach allows the jury to determine the facts and decide on the appropriate cause of action.
For example: A car accident victim may sue both the other driver for negligence and the municipality for improper road maintenance, even though these claims suggest differing causes for the accident.