I understand your confusion because I encounter it here quite often. Allow me to correct:

"A liberal democracy may take various constitutional forms such as constitutional republic..."
( https://definitions.uslegal.com/l/liberal-democracy/ )

Liberal Democracies and Constitutional Republics are the selfsame thing.

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