My understanding based on the above replies is that NIP-05 verification means the domain and Nostr account identity are verified to be paired; however, it’s not necessarily true that the person is who they say they are.

Maybe there will be NIP-05 verification services in the future (if they don’t already exist) that serve this purpose (to verify the person is who they say they are).