Searching For point queries, check candidates for true match Hyper-dimensional range queries   Transform one -dimensional range query to one-dimensional range queries, one for each pyramid   Difficult to find exact ranges   For pyramid , range becomes   For pyramid , range becomes   Requires further refinement   If true answer set is , and queries produce , then but not vice versa