Though the USDA PLANTS Database lists Nymphaea odorata as native only in Westmoreland County in our area, it is certainly naturalized in many Pittsburgh ponds. These plants were blooming in the pond at the Homewood Cemetery.
For a description of the species (not that there’s much chance of misidentifying it), see the Nymphaea odorata reference page.