Before revision:  To solve this task, we propose to apply a message passing mechanism to a  graph representation of the query, where nodes correspond to variables and entities .
After revision:  To solve this task, we propose to apply a message passing mechanism to a more general architecture that employs a graph neural network to encode a graph representation of the query, where nodes correspond to variables and entities .