They don't have a private room, but yes, they may take a large reservation for the whole dining room, or perhaps theyd allow you to rent it out on a Sunday for instance, when they are otherwise closed.
I've been there with a group of about 20. I'm sure they could fit that many people with a reservation. You should call to ask about it.
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