I just added the prefecture name next to the city. If you want a source, here's
https://en.wikipedia.org/wiki/Yokohama
I should add that there's a notice on
http://www23.ocn.ne.jp/~bis/ that OCN will close down on February 28. I added the new site link provided on the OCN site so it doesn't get lost when the old site goes offline.