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Wash and dry all produce. Lightly oil a baking sheet and place in oven on upper rack. Preheat oven to 450 degrees. Halve tomatoes. Halve and peel shallot, then finely chop. Pick parsley leaves from stems. Finely chop leaves and stems, keeping them separate. Pick 1 tsp thyme leaves; reserve sprigs.