This essay starts with indication of a model existing identically for both the metrical and the syntactico-semantic structures of Chinese classical regulated poetry. I go on to argue that the formation of regulated poetry stems from a historical background of ideology which transcends the technical conditions and intrinsic characteristics of Chinese language that people have usually postulated. Since musical concepts had permeated literature in the Wei-Jin period, poetry was regarded as an art which, like music, could embody the cosmos by its abstract linguistic forms. Meanwhile, the new cosmological concepts represented by Wang Bi's (226-249) reinterpretation of The Classic of Changes no longer laid emphasis on the representation of the figurative image of the all-embracing cosmos by the principle of “things mutually influencing according to kinds.” Instead, this new philosophy undertook to trace the perpetual movement of the cosmos in which “things exist variedly.” The basic laws of the cosmic movement are that “what evokes yin pitch is yang pitch” and that “what resonates gong-tone scale is shang-tones;”accordingly, these laws became the very ground of the new metrical and semantic structure of antithetical parallelism. The aforementioned conceptual background confirms that the generic form of regulated poetry embodies the counterpoised, harmonious, steady and perennial order of the cosmos in the ancient Chinese mind. The two conceptual sources also combined to produce the particular aesthetic realm of this poetry, which unifies the mightiest feeling of cosmic vastness with a meticulous sense of mathematical wisdom.