A phrase used to recover from a wrong statement you have made by agreeing with the person who is clearly right. Used as something to avoid humiliation or looking stupid after saying something wrong.
Teacher: What's number 1?
Student: It's A.
Teacher: Actually no, it's C.
Student: Or That