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March 15, 20260 citationsOpen Access

Grammatical Structure of Prime Gaps as Cross-Domain Validation of Sub-Limit Dynamics

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DLdavide lugli

Key Points

  • The objective is to explore the grammatical structure of prime gaps within the framework of constrained generative systems.
  • Analyzed the sequence of prime gaps using a four-level grammatical structure.
  • Identified forbidden bigrams, memory suppression, and significant statistical patterns.
  • Utilized computational tools, including a reproducibility script in Python.
  • Demonstrated a significant second-order memory and suppression of equal gaps.
  • Achieved cross-domain validation of sub-limit dynamics with findings connecting to analytic number theory.

Abstract

We analyse the sequence of consecutive prime gaps as an instance of a constrained generative system (CGS) with trajectory-consumptive dynamics (T3) and branched attractor regime (R2). The gap sequence exhibits a four-level grammatical structure: (i) 19 forbidden bigrams in the 11×11 transition matrix; (ii) 54% suppression of consecutive equal gaps; (iii) statistically overwhelming second-order memory (G²/df = 113, p ≈ 0, 47/49 state pairs significant after Bonferroni correction) ; (iv) a generation wall at k=4 identical consecutive gaps, penetrated only by the primorial gap 30. The 49 conditional distributions P (g₍+₂ | g₍+₁, gₙ) lie close to a low-dimensional manifold: a single SVD component captures 94. 4% of the variance, three components capture 99. 2%. The same four-level structure is derived independently by Hardy and Littlewood from analytic number theory. The convergence of two frameworks sharing no common ingredients constitutes cross-domain validation of the sub-limit dynamics framework on its eighth independent domain. This is the final paper in the core CGS series (C1–C9). Companion reproducibility script included. Reproducibility: The companion script cgsₚrimesₛuiteᵥ2. py (open access) reproduces all numerical results reported in the paper. Requires only Python 3 and NumPy. Usage: python cgsₚrimesₛuiteᵥ2. py limit --figures

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Cite This Study

davide lugli (2026) studied this question.

synapsesocial.com/papers/69b5ff8d83145bc643d1c3aahttps://doi.org/10.5281/zenodo.19000243
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Grammatical Structure of Prime Gaps as Cross-Domain Validation of Sub-Limit Dynamics2026
  2. 2Primes as a Developmental–Dynamical System2026
  3. 3Persistent Conditional Dependency in Consecutive Prime Gaps: A Multi-Scale Statistical Analysis2026
  4. 4A Staged-Null Anatomy of the Prime-Gap Signature: The B4 Symmetry Decomposition Attributes It, Block by Block, to the Short-Range Residue-Transition Grammar2026
  5. 5No New Structure in the Prime Gaps: An Exact Reconstruction of the B4 Signature from the mod-30 Residue Grammar2026