Countries or Cities??

Being in Tokyo is a sufficient condition for being in Japan, but not necessarily vise versa. 

Is NYC the same as City of Chicago? Is Toronto the same as Vancouver? Seoul must be different from Busan. 

Now I realize that when I talk about a country, I should focus on cities in the country.