Thanks Jim for your advice.
It's winter in Poland now, so for now I'll wait until spring when the temperature is higher.
Then let's see if the grinding also occurs when it's warm.
So for now I'm assuming that it's the brake pads that generate the grinding when releasing the brake pedal.