Within Numonic's Still Image vocabulary, Aspect ratio sits under composition, alongside related concepts such as Framing devices, Golden ratio, and Headroom.
Numonic captures composition like Aspect ratio as structured metadata, so generated images can be tagged, filtered, and re-created with the same parameters.