The underlying cause of a Known Error is known. The underlying cause of a Problem is not known

A Known Error involves an error in the IT infrastructure, A

Problem does not involve such an error.

A Known Error always originates from an Incident. This is not always the case with a Problem

With a Problem, the relevant Configuration Items have been identified. This is not the case with a Known Error.