Second, for a general model, transitivities inter-or intra-layers both help it become stronger; however, for a strong model, only the transitivities intra-or inter the observed layer, i.e., involving the gold labels, contribute to the performance gain.
only solid knowledge can make a strong model even stronger through transitivities.