The statement that appears self contradictory, but reveals a kind of truth is called a Paradox. Paradox is a figure of speech that despite of its contradictory propositions, it reveals a certain kind of truth to its statements after being investigated and understood very well. For example: From Robert Frost, "Men work together, whether they work together or apart".