I guess next time I could hedge my bets by ordering Uber and waiting in the taxi line at the same time.
Does anyone know if cancelling a supposedly en-route Uber could earns me a black mark? I probably would've cancelled the first ride after 15 minutes if I knew it wouldn't flag me