This thread answers for the question why ess > num samples: bayesian - Effective Sample Size greater than Actual Sample Size - Cross Validated
It will happen when your samples are negative correlated. You can test against arviz to confirm things are calculated correctly. About ‘min’ of ess, I don’t know if it is a right way to do. 