Carefully remove and discard the prickly parts of the cardoon stalks. After removing leafy heads, be sure to remove the strings by lifting them, using the tip of a knife, and peeling them off. Chop into 1-inch-long pieces. To prevent discoloring, soak in a bowl of water with a splash of vinegar until ready to use.