Thinking does not fit into formal and mathematical schemes. This activity operates with the uncaused, non-quantitative, and nonmetric spaces. Concepts in such spaces can be conventionally represented by “points,” neighborhoods, and sets in the theory of groups, categories, and topologies. The problem ha s an inverse character, i.e., is ill-conditioned. The special structural conditions help to find the purposeful way to solve the inverse problem.