Refer to the input text as context and select the correct relationship between 'begin' and 'TOKYO' from the available options.
Options: director/manager, location of formation, founded by, chief executive officer

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