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Jerusalem was the city's siege led by Titus, with Josephus, a Jewish historian, acting as a translator and mediator during the conflict between the Roman army and the Jewish defenders. Josephus played a crucial role in facilitating communication and negotiations between the two sides, providing valuable insights into the customs and traditions of the Jewish people.