It wasn’t part of the Chinese empire back then. I’d venture to say that the population was about as Chinese as the Aztecs were Spanish.
I cannot confirm that that particular plot of earth was part of the Chinese Empire at that time, but there most certainly was a thriving Chinese Empire by that time (2,500 years ago).
Regards,