The local structure of the spinel LiRh2O4 has been studied using atomic
pair distribution function (PDF) analysis of powder x-ray diffraction data.
This measurement is sensitive to the presence of short Rh-Rh bonds that form
due to dimerization of Rh4+ ions on the pyrochlore sublattice, independent
of the existence of long range order. We show that structural dimers exist in
the low-temperature phase, as previously supposed, with a bond shortening of
Δr∼0.15 \AA . The dimers persist up to 350 K, well above the
insulator-metal transition, with Δr decreasing in magnitude on warming.
Such behavior is inconsistent with the Fermi surface nesting-driven Peierls
transition model. Instead, we argue that LiRh2O4 should properly be
described as a strongly correlated system