A binomial distribution is the distribution of the number of successes of n independent, identical Bernoulli trials.  What happens when the trials are dependent and the Bernoulli trials are not identical by which I mean that the probability of success from trial to trial varies?  How identical and close to independent do they have to be before we see something that resembles a binomial distribution?