The Bolts got the game-winner when Victor Hedman gathered in a carom off the endboards and found Thompson open in the slot. The Tampa Bay center converted it for his fifth goal of the season.
Thompson also scored a short-handed goal in the second period as the Lightning snapped a two-game losing streak.
Ben Bishop turned aside 28 shots.
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