I am having the same issue. Called the IRS today and spoke with someone live and they said it has already been processed and they had no idea why it says on the IRS online account. Maybe it needs time to get updated. Will wait for couple more weeks and then call again :(. BTW @pbrophy did you get your status sorted out on your account or is it still the same? i.e. "your 2019 tax return is not processed"
