What new party formed after the whig party split and the know-nothing movement (the american party) fell apart?

The new party that formed was called the Constitutional Union Party. It was made out of former Whig members who teamed up with the know-nothing party former members in order to make a new party that would only look to the constitution as the only law that is important for the United States.