Four women carrying shoulder bags are walking down a city sidewalk.
Four women are walking in the city.
Four women walking in the city is part of their overall description of walking down a city sidewalk.
Four women walking down a city sidewalk means are walking in the city.
They are on a city sidewalk so they are in a city.