How to add a new place to Facebook Places?

I wanted to add a location to my latest bunch of photos but I couldn't find the exact place I needed. Is it possible to manually add a new place (location) to Facebook Places?

I know it is possible to edit existing places, but how to add a completely new one, that is my question.
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