How to Disentangle Variables in a Rule Base System

The kind of knowledge about those relationships in a classical e system is ancorded in the rules like a rule. But my idea is that when you project the data in the right cementic space, it becomes possible to represent this extra knowledge beyond the transformation from input to representations. And also computation like te it's not just variables, also how they are related to each other, as is all intertwined. I'm hypothesizing that in the right high level representation space, both the variables and how they relate to each other can be disentangled. That will provide a lot of genalization power, generalization power.