These simple prep-role preferences largely avoided the sparseness problem while still being able to capture relevant information to distinguish the appropriate roles in many PP arguments.
they proved to be relevant to distinguish between adjuncts of the type "[in New York] Location " vs. "[in Winter] Temporal ."