Curry distributed eight assists and made four steals and Lee grabbed eight rebounds for Golden State, which took its first win in three games.
Andrew Bogut went 5-of-5 from the field en route to 10 points, hauled down 15 rebounds and five blocked shots.
Anthony Davis pumped in 31 points and collected 17 rebounds for the short-handed Pelicans, who dropped an eighth straight.
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