Autocomplete Address: Unable to edit a part of the address in the submission table

I can't seem to edit fields directly in the submission table for autocomplete address widget fields. When I change one of the multiple field values (I was changing the state), it doesn't save the change. I don't really want to re-submit the entry, just change the data on the table directly.