In this video, the teacher explains how to verify if a point is part of a specific circle by using the distance formula. They demonstrate how to calculate the distance between two points by substituting values into the formula and then apply this method to determine the radius of a circle. The teacher also shows how to test if a given point is on a circle by comparing its distance to the radius.