sentence1: by parallelizing the clustering algorithm , we successfully constructed a cluster gazetteer with up to 500 , 000 entries .
sentence2: we enabled such large-scale clustering by parallelizing the clustering algorithm , and we demonstrate the usefulness of the gazetteer constructed .