They put a few things in there they could use for a fourth, such as the Water of Life. I mean, what is Elizabeth Swann, daughter of the former governer, ex-pirate, going to do now that she's got 10 years to play with until her husband gets home? There are plenty of options left.
I just don't think they should go there. It gets old.