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Interval graphs are the intersection graphs of families of intervals in the real line. If the intervals can be chosen so that no interval contains another, we obtain the subclass of proper interval graphs. We show how to recognize proper interval graphs in linear time by constructing the clique partition from the output of a single lexicographic breadth-first search.