The second component, which evaluates the notions of "Precision" and "Recall" requires the highlights from the first one to be conducted.
the highlight annotation needs to happen only once per document, and it can be reused to evaluate many system summaries, unlike the Pyramid approach (Nenkova and Passonneau, 2004) that requires additional expert annotation for every system summary being evaluated.