I got the impression from articles that he had 'tied up' his gf (after or before beating her) and set his house on fire, and that she had gotten away before the house was ablaze and hid in the woods. I'm not sure that GW even knew that his gf had escaped to safety before he died? He may have thought she perished in the fire?