The crash happened in the southbound lanes between Shirlington Circle and King Street around 1:30 p.m.
HazMat crews were called to the scene as other responders brought the truck upright.
Three people were hospitalized with non-life-threatening injuries and the highway reopened around 4 p.m.
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