Plücker varieties Grassmannians form a family of varieties that is stable under applying linear maps and taking duals. We discuss families like this in more generality, and give the results we found. Most importantly, if a family is bounded in a certain way, we show that it is determined by only finitely many equations up to symmetry. In particular, this can give us a way to test membership of a given family in polynomial time.