Sameer Choudhary, Naseer Iqbal

We present a comprehensive thermodynamic derivation and observational validation of the third-order galaxy correlation function, extending the seminal work of Iqbal et al [ 1, 2]. Using the statistical mechanics framework for gravitating systems, we derive the governing partial differential equation and provide explicit analytical solutions. Our enhanced framework includes: (1) comparison with N-body simulations and SDSS/BOSS galaxy survey data showing excellent agreement (\c{hi}2/dof = 1.27), (2) systematic methodology for determining model parameters from observational constraints, (3) detailed analysis of scale-dependent behaviour across linear and nonlinear regimes, (4) direct connections to standard cosmological parameters ({\sigma}8, {\Omega}m, fN L), (5) comprehensive treatment of redshift-space distortions, and (6) analysis of observational systematics. We demonstrate that our third-order correlation parameter b3 provides independent constraints complementary to two-point analyses, with potential to break degeneracies in dark energy and modified gravity studies. Explicit quantitative limitations regarding cosmic expansion effects and equilibrium assumptions are provided, along with comparisons to alternative methodologies and extensions for next-generation surveys.