Given the mention m and the top-ranked disambiguation t, the linker attempts to decide whether t is indeed the correct disambiguation of m. The linker includes the same features as the ranker, plus additional features we expect to be particularly relevant to the task.
in separate experiments we found that training a linker on out-of-Wikipedia text only increased test set performance by approximately 3 percentage points.