Non-citizen residents in the US are required to carry proof of immigration status with them at all times, precisely because of this scenario. Immigration office

Non-citizen residents in the US are required to carry proof of immigration status with them at all times, precisely because of this scenario. Immigration officers/enforcement, in basically every country, have a substantial degree of independent discretion.