On the Essence of Unknown Atmospheric Manifestations Based on Dimensional Ontology and the Pythagorean Unified System

Persistent, cross‑culturally observed unknown atmospheric manifestations—including the dragon image in Eastern traditions—show stable features that cannot be fully explained within standard three‑dimensional physics. Mainstream attitudes often deny such phenomena or interpret them as supernatural, avoiding serious scientific investigation. Based on Dimensional Ontology, Inertial Cognitive Hierarchy, and the Pythagorean Unified System (V9.92), this paper constructs a logically closed, self‑consistent framework. Through exhaustive elimination of conventional explanations and strict structural deduction, this paper confirms that these manifestations are complete, autonomous high‑dimensional life forms. Their appearance, motion, symmetry, and behavior are necessarily derived from the hierarchical conical structure, conical coupling layer, and geometric symmetry of the unified cosmic system. Refusing to recognize dimensional hierarchy and high‑dimensional life is a dogmatic attachment to a flat three‑dimensional worldview, which is inconsistent with modern observational facts. This paper provides a natural, non‑supernatural, structurally consistent foundation for understanding such long‑standing natural phenomena.