While it seems somewhat surprising that a supervised resolver does not perform as well as a rulebased resolver, neither of them employs knowledge sources that are particularly useful for our dataset.
despite given access to annotated data, the Baseline Ranker may not be able to make effective use of it due to the lack of useful features.