You’d have to run out of battery or pull it. When you shut a phone off it still pings. They’re really just in a screen sleep mode.
I’ve checked my phone with an RF detector and when it is off it is OFF.
You might want to acquire one of these for yourself.
Decent consumer versions run around $200 and security/law enforcement grade versions run around $1000 to $2000.
Well worth it.