This is Nagato's apartment. It first appeared in Episode 3, 23 minutes 42 seconds. Asakura lived in this apartment. She is alien, too.
It'a a short walk to the south from KinoeYoen station.
This is one of the most important Seichi for the Haruhi fans. However remember that it is not open to the public as there are people living in the apartment.