We prove a two-parameter family of continued fraction identities for , where and are positive integers with . For every such pair, the identity holds, and a sign-flipped variant represents . The proof proceeds by identifying these continued fractions as explicit equivalence transforms of the classical Gauss continued fraction for . Setting recovers a specific identity for that appeared in the Ramanujan Machine project. We establish that the convergence is geometric with asymptotic rate , and we determine the exact threshold at which the Worpitzky criterion applies. Numerical data confirm the theoretical rates and show that the continued fractions dramatically outperform the Gregory–Leibniz series.

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