What are the reliable ways to justify to a third party that the inventor of an USPTO granted patent (i.e. linked in google patents) is actually me (given that I am the real inventor)?
The inventor of an USPTO granted patent can provide a patent certificate.
From https://www.upcounsel.com/patent-certificate (mirror):
When Will I Receive My Patent ...