Confabulated geometry is a term in 3D Composition, a type of 3d failure mode. Hidden, concave, or back-facing geometry the model never saw and invents, usually wrongly.
Numonic tracks 3D vocabulary like this so meshes, textures, and their source stills stay linked and reproducible through the generation pipeline.
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Numonic automatically captures provenance, preserves metadata, and makes every AI-generated asset searchable and reproducible.