Ravikumar and Cohen (Ravikumar and Cohen, 2004) present an unsupervised approach to ob-ject resolution using Expectation-Maximization on a hierarchical graphical model.
if R i,j is true then S i,j = min(P i , P j ), and if R i,j is false then S i,j < min(P i , P j ).