Abstract We present a formal investigation of the Sator Square as a symmetry-constrained symbolic information structure. We prove that its generating symmetries form the Klein four-group \ (G Z₂ Z₂\), whose action partitions the 25 matrix positions into 9 independent orbits. This reduces the unconstrained symbolic space from \ (26^25\) to \ (26⁹\), yielding a compression factor of \ (26^-16 2. 29 10^-23\). Shannon entropy measurements show omnidirectional entropy parity under canonical reading operations, with numerical deviations bounded by machine precision. We further model the square as a constraint satisfaction problem and as a non-linear, symmetry-constrained symbolic structure with effective rate \ (R = 9/25\). Error-recovery experiments demonstrate high robustness under single-position corruption. Finally, we generalize the construction across curated lexicons and identify non-trivial Sator-like families in Portuguese, suggesting that the Sator Square belongs to a broader combinatorial class rather than being an isolated artifact.
Douglas H. M. FULBER (Tue,) studied this question.