Picking a random example -- "1880 Willoughby" is in the neighborhood of Ridgewood in Queens. Either "Queens" or "Ridgewood" are acceptable as the city.
However, Google Maps calls it "Flushing", which is a totally different neighborhood 10 miles away. Apparently this has to do with the history of where the central post offices were located for given areas in Queens, but no other online map provider struggles with this distinction.