In 2-quart saucepan, place eggs in single layer; add cold water until 1 inch above eggs. Cover and heat to boiling; turn off heat. If necessary, remove pan from heat to prevent further boiling. Cover and let stand 20 minutes. Immediately run cold water over eggs or place them in ice water until completely cooled. To remove shell, crackle it by tapping gently all over; roll between hands to loosen. Peel, starting at large end.