Paper IV - Recursive Constraint Formation in Nonequilibrium Systems: Part II: A Multilevel Statistical Description of Stabilized Structure

This paper is part of the Infropy / Constraint Dynamics Series (Paper IV of VIII) and extends recursive constraint formation to multilevel systems. It shows how stabilized higher-level configurations influence lower-level dynamics through coupled probability distributions. The framework provides a mechanism for increased persistence without externally defined selection. It builds on the dynamical formulation introduced in Paper III.