IMO The girlfriend story appears to be some kind of diversion. My guess is that there was some kind of note or obvious clue that was left at crime scene A which through the LEO's off of the trail making them believe that the perp was leaving the town or state. This in turn allowed the perp to move to plan B to be set up at crime scene B for the final massacre/ executions.
The big question remains: Why?