The "Hungarian Group" designation reflects find-spot distribution rather than a precise tribal attribution — these pieces cluster heavily in Pannonian and Transdanubian assemblages, suggesting production somewhere in the Carpathian Basin, though no mint site has been archaeologically confirmed. The terminal date of the series likely corresponds to the progressive Roman pacification of the region rather than any single political rupture.
The "Hungarian Group" designation reflects find-spot distribution rather than a precise tribal attribution — these pieces cluster heavily in Pannonian and Transdanubian assemblages, suggesting production somewhere in the Carpathian Basin, though no mint site has been archaeologically confirmed. The terminal date of the series likely corresponds to the progressive Roman pacification of the region rather than any single political rupture.