When will an unknown part disappear from my iPhone 11.?

That question is answered in this link→About genuine iPhone displays - Apple Support. The information will remain in the Settings/General/About/Parts & Service History forever, but the badge will disappear

Hello Timbatambo!

Some say in a few weeks, some say in a few months, some say never.

I hope this is helpful. Good Luck!