Federalists won the debate over ratifying the Constitution.
In order to "form a more perfect union" by fostering better ties between the states, the Federalists, who were principally led by Alexander Hamilton, James Madison, and John Jay, thought that a powerful federal government was not only feasible but essential.
Someone or something that stands federalist believes in, supports, or follows a federal system of governance. The new constitution contains federalist principles.
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