Yep! You can do this. In the graph settings, you can enable arrows.
(The little gear icon in the top left of the graph.)
You said “not technically”, and I’m not sure what that meant. If you mean you want to define the relationship based on concept, not on link, then you might be interested in this feature request: Add support for link types