This is so and my learning suggests that the 95% CI (width or precision) depends really on the sample size and the larger the sample size, therefore the increase in information/details we have about the distribution, and thus about the population parameter, and the smaller is the uncertainty about its true parameter value. The issue is that we are trying to state with a level of certainty, the probability that the true population parameter lies in the CI lower and upper limit.