d) is the correct choice.
By the Central Limit theorem the sample average of i.i.d samples from any underlying distribution
will converge in distribution to that of a a normal random variable with mean equal to the mean of the underlying distribution
and variance equal to the variance of the underlying distribution divided by the number of samples taken.