Generative Theory of the Seven XUANs: A Novel Cognitive Framework for Natural Language Processing (V2.1)
Abstract
This registration is dedicated to the permanent preservation and timestamped certification of the original theoretical system — the Generative Theory of the Seven XUANs (V2.1), independently developed by Pengchen Wei. The primary purpose of this registration is to establish an immutable, publicly verifiable record of the originality, content, and creation date of this theory, thereby serving as prior art and supporting evidence for the author’s intellectual property rights under international norms. The registered materials include: The complete conceptual framework of the Generative Theory of the Seven XUANs (V2.1); The original Xuan Terminology Dictionary; A full copyright notice and usage policy. Grounded in Eastern Taoist yin-yang cosmology, this theory proposes a novel cognitive architecture for natural language processing, centered on two foundational constructs: Motion Carrier (MC); Dynamic-Static Control Entity (DSCE, including master control and controlled control). It further introduces three core innovations: Using four aspect markers as uniaxial motion trajectory indicators along a 3+1 dimensional yin-yang dual axis; Reinterpreting will and would as carriers of intentionality, ideational direction, and motion vectors; Constructing an integrated model comprising the Hyper-Five-Dimensional Nested 4+1 Space, the Xuan-Jing-Sheng Diagram (XJSD), the Xuan Arc Angle (XAA), and the Linguistic-Xuan Spatiotemporal Model (LXSM). Presented as the Pengchen Wei Cosmic Theory Conjecture, this system is logically self-consistent, empirically testable, and offers explanatory breakthroughs beyond conventional grammatical paradigms. It synthesizes Eastern philosophy, astronomical cognition, and linguistic practice into an original Xuan Generation Language System of both scholarly depth and applied value. All content herein is the sole original work of Pengchen Wei. A Chinese copyright registration has been filed (Registration No.: Guozuodengzi-2026-A-00047929), and related patent applications are pending. Usage Restrictions: Without the author’s explicit written permission, no individual or entity may: Reproduce, adapt, or derive works from this material; Use it to train artificial intelligence systems; File patents, trademarks, or other intellectual property claims based on its concepts; Engage in any commercial exploitation. This registration is made under the principles of open science, not to relinquish rights, but to assert them with transparency and precision.
Fields of Study & Subjects
Syntax
Semantics
Linguistic Variation
Natural Language Processing Techniques
Categorization
perception
and language
Publication details
- Journal / source
- Open Science Framework
- Publication date
- 1 January 2026
- Language
- EN