An unknown profile is a profile indicated by a "?" in your tree.
These profiles are created by default. For example, if you add your grandfather a box of an unknown profile will automatically appear next to it.
This allows to have a global view of your tree even if you leave your family.
To add information to this profile, just click on the box and complete the information.