It was the fourth career triple-double for Noah, who helped Chicago win the first of two home games heading into the All-Star Game break.
Taj Gibson poured in 24 points, grabbed 12 rebounds and distributed five assists for the Bulls, who got a combined 17 points from Gibson and Mike Dunleavy in the first quarter and led the rest of the way.
Paul Millsap netted for 15 for Atlanta, which dropped a sixth straight in Chicago.
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