Take context from the input text and decide on the accurate relationship between 'begin' and 'TOKYO' from the options provided.
Options: chief executive officer, location of formation, founded by, director/manager

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