That would mean you eat the bowl not the soup...
So it must be "semangkok" instead of "mangkok" only.
It is similar to this case. He eats a plate of rice- Dia makan sepiring nasi
Not... Dia makan piring nasi (in this case you eat the plate, not the rice)..
Se- in front of a word indicates "one/a/an"