Your math is off by a factor of 1000.
The specific heat of air at 20C is 1.005 kJ/kg·K, which is also 1.005 J/g·K. Watch your unit analysis.
So the real answer is about 5kg, not 5g.
Of course, as mentioned above, the latent heat of objects in the room will reheat the air fairly quickly since their combined surface area is much
greater than that of the ice.
You should recalculate with the Hf. It is significant at 0.333 kJ/g.
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