Checking if point set triangle subdivision is a triangulation?

There is a Delaunay lemma : "If every edge in a triangulation K of S is locally Delaunay then K is the Delaunay triangulation of S". Maybe this could help in situation from paragraph 1 of your question, where you are certain that K is some triangulation of S. Dunno the computational complexity of this approach though.

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