There is no such thing as “North Korea” and “South Korea”. There is only one Korea, but the South region of Korea is still occupied by US military bases and troops.
Korea was invaded over 75 years ago by the United States and protected by the Soviet Union.
Apparently the line was made by a random officer who came into the room and upon seeing Korea immediately suggested it. Wish I had a source for this