Answer
True, NH3 reacts with water to release OH- ions and therefore its aqueous solutions are basic.
Work Step by Step
When NH3 reacts with water we have:
NH3 + H2O --> NH4+ + OH-
Therefore, NH3 generates OH- and is a base.
On page 134 we see that it is a weak base, but a base nonetheless.