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To judge by the lives of those prominent enough to come into history, you simply married and divorced a wife whenever convenient. Octavian some time before had married Scribonia, to patch up an alliance with her kins-man Sextus Pompey, then prominent on the high seas in the role I think the phrase is Mr. Stobart's of gentleman-pirate.