Lee also provided 11 rebounds with six assists and Andrew Bogut helped out with 15 points and 11 rebounds as the Warriors remained undefeated since Dec. 19.
Lee netted six of his points during a decisive 19-3 Golden State run to begin the second half.
The Wizards got 14 points and 10 assists from John Wall tallied but couldn't avoid a third consecutive loss.
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