Remove the root and tough green leaves from the leek using a sharp knife. Slice the leek in half lengthwise. Then thinly slice the two halves into half moons. Place the sliced leeks into a bowl of water. The dirt will sink to the bottom. Rinse and scoop out the pieces using a slotted spoon, so that the dirt remains in the bowl.