You were almost certainly getting towed regardless of your registration status. It takes maybe five minutes to slap a parking ticket on a car. Typical response time for towing is typically north of 30 minutes unless there’s some type of “it’s dangerous” involved.

That truck was there when they started their round. Probably because they were having problems with people overstaying. (Or they’re dicks.)