The seed is the entire input: it is hashed into a deterministic stream, each trait is a weighted roll against the published table, and the traits are drawn as flat vector shapes. Nothing is hand-picked afterwards.
Feed GRIND-2026-786 to the same generator in ten years and you get this piece again, byte for byte. That is the whole guarantee, and it is the only one worth making.