It has been my long-standing curiosity about  the reference on the inequality related to Riemann Hypothesis. Today accidentally I found it. It’s in “Sharper Bounds for the Chebyshev Functions $\theta (x)$ and $\psi (x)$. II”, page 339, Corollary 1