Built under Babylonian rule ( 605 – 539 BC ) , the oldest monument at the site is a pyramidal building resembling a ziggurat that include an access ramp to a water cistern . Fragments of marble column bases with Torus moldings and facetted columns found east of the podium are also attributed to the Babylonian era .