No, the black thing from the beginning is never fully explained, but it is seen in the opening page and on each death page within the city. Once you cross the river though, you no longer see it.
I envisioned it as an unclean or malevolent spirit of some kind that hangs over you while you are in the city, but is bound there for some reason and cannot follow once you escape...