n reality the dimension of the em- bedding space will generally be much higher.) More formally, let proj(A) denote the point in IV' corresponding to the Atom A. Then if, for example, we are doing an embedding based on SimilarityUnits, we want there to be a strong correlation (or rather anticorrelation) betw