Composition is a distinct but related concept. Composition (in the context of 2D art) is the 2D, non-spatial relationship of elements as they appear in the image. Ideally, the composition should be interesting and the spatial relationships should make sense, but in practice often one has to be sacrificed for the other (usually composition wins, since a poor composition is more noticeable than fudged space).