Using constraints on probabilistic databases yields F-Measure improvements of 5 to 18 points on a per-relationship basis over a state-of-the-art multi-document extraction/fusion baseline.
6 Λ η,α (r, t) gives a much higher penalty to relationships which create inconsistencies than does Λ η (r, t).