In the training instances, serialized nodes that are close to each other can originate from neighboring graph nodes, or distant graph nodes, which prevents the decoder from confidently deciding the correct relation between them.
g2S sends the node "p / provide" simultaneously with relation "ARg0" when calculating hidden states for "a / agree", which facilitates the yielding of "the agreement provides".