Combining Complex Shapes

Hi, I'm trying to turn a large vector city map into 1 single fill. I've used the pathfinder "unite" tool and everything goes perfect until I reach a point in which it doesn't work anymore. I've tried ungrouping everything but the elements still won't combine. ¿Any idea why is this happening?