However, as we argued in Section 1, an entity surface does not possess meaning; rather, it serves as an anchor to link pieces of information about it.
we hypothesize that the meaning representation v(e; D, q) of an entity e should be dynamically constructed from its surrounding contexts, and the meanings are "accumulated" through the reader reading the document D. We explain the construction of v(e; D, q) in Section 2.1, and propose a max-pooling process for modeling information accumulation in Section 2.2.