There's only a handful of native or common pines in that area. Those apps aren't always accurate though. There won't be a longleaf pine there because they can't survive the climate. Red pine and black pine are not native to the area either. Black pine is from Japan.
What it's probably mixing up are the native Virginia pine, pitch pine, shortleaf pine, Eastern white pine, and the commonly planted loblolly pine. Those are the only common pines in that area. There's also table mountain pine at the highest elevations in the Appalachians but they're exceedingly rare. Their cones need fire to open and release seeds, and we've pretty much eradicated fire from that landscape.
There's also several firs, spruces, junipers, and a hemlock that are native or planted.