Your years of studying to become proficient with a certain type of weapon as well as becoming magically adept allow you a greater understanding of the connection between the two.

You are magically drawn to a weapon type (i.e. longsword, axe, shortbow) that becomes your true weapon. This allows you to cast Weapon's True Name once per long rest, drawing on the true power of the marriage of weapon and magic wielding.