Utilize the input text as a context reference, choose the right relationship between 'begin' and 'TOKYO' from the options.
Options: chief executive officer, founded by, director/manager, location of formation

TOKYO Aug 31 Japanese stocks tumbled amid profit taking on Monday as sentiment soured over soft domestic industrial output data and fresh uncertainty over when the U.S. Federal Reserve will begin to raise interest rates.
location of formation