\; A_x\;contains\;a\;NE$*: $subj \gets A_0$ $A_{x}^{-} \gets \sum (A_3,A_4,... A_{TMP} - A_x)$ $verb \gets \{A_v, modals, negation\}$ $template \gets NE_{type} \gets A_x$ $QA \gets template(subj, A_x, verb, A_{x}^{-}) $ **close**;

[| M[2cm]{} | L[3cm]{} | C[5.7cm]{} | R[3.6cm]{} |]{} **Potential Short Answer** **(Named Entities)** & **Question Template** & **Sample Fact** & **Generated Question**\
Location & **Where** mainAux subj otherAux verb obj modifiers ? & [[ ]{}]{} [[ ]{}]{} & **Where** was [[ ]{}]{}?\
Person & **Who** mainAux subj otherAux verb obj modifiers ? **Whom** mainAux obj otherAux verb modifiers & [[ ]{}]{}[[ ]{}]{} & **Whom** did [[ ]{}]{}?\
Date & **When** mainAux subj otherAux verb obj modifiers ? & [[ ]{}]{} [[ ]{}]{} & **When** did [[ ]{}]{}?\
Number & **How many** mainAux subj otherAux verb obj modifiers? & [[ ]{}]{} [[ ]{}]{} & **How many** [[ ]{}]{}?\
Phone Number & **At what number** mainAux subj otherAux verb obj modifiers ? & [[ ]{}]{} [[ ]{}]{} & **At what phone number** [[ ]{}]{}?\
Duration & **For how long** mainAux subj otherAux verb obj modifiers? & [[ ]{}]{} [[ ]{}]{} & **For how long** [[ ]{}]{}?\
Organization & **Which organization** mainAux subj otherAux verb obj modifiers? & [[ ]{}]{} [[ ]{}]{} 