Chain has no rust at all, bit dirty. Needs some kerosene oil and chain lubricant and it'll be golden. Actually, I have seen somewhere 'Miyata' stated on the bike.
Do we have any users in DC/MD/VA area, who can lend me a hand to bring this baby back to life?