More technically, a multinomial distribution over relations θ d i is drawn from a Dirichlet prior (θ ∼ Dir(α)) at the document level.
relation tuples are generated from a multinomial distribution  each tuple in a document is assigned a hidden relation (z = z 1 ...z N ); each relation is represented by a multinomial distribution over features φ r (Dirichlet prior β).