It being a regional term, I would argue referring to NYC simply as “the city” ends upstate once you move past the coverage areas of the metro-north railroad lines. So, it starts somewhere around Columbia, Ulster, and Sullivan counties. More @Wikipedia
Hover over any link to get a description of the article. Please note that search keywords are sometimes hidden within the full article and don't appear in the description or title.