No, Morgana is born to a previous father, Uther killed her father and takes her mother as his bride. Arthur is then born to Morgana's mother and is hidden away.
I think they meant that Morgana is a Le Fay due to her father, not her mother. Therefore Arthur cannot be a Le Fay