We systematically investigated crystal-field (CF) excitations of Kramers (Nd, Er, Yb) and non-Kramers (Pr, Ho) rare-earth ions in using optimized CF simulations. Internal magnetic fields from the Fe and RE sublattices split the ground-state doublets of all Kramers ions (e.g. , , and ), generating low-energy excitations around 1 meV. In non-Kramers systems, low-energy excitations arise only when the ground state forms an accidental pseudo-doublet, as observed for Ho in ; such pseudo-doublets exhibit field-induced splitting analogous to Kramers ions. In contrast, true singlet ground states, exemplified by Pr, show no zero-field splitting. Strong anisotropies are found in both internal- and external-field responses of the CF excitations in these . These results provide a unified explanation for the anomalous Zeeman splitting of CF ground states in .

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