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Table 2: 
Details of the gen(τ) function used to construct gold question-answer pairs (q,a) from a triple graph G.
Probe TypeTriple InputτGeneration Templates from QExample Questions and Answers (q,a)
Definitions: Defining words in context. (def,ci,d)(ex,ci,s)(word,ci,wq.  In the sentence [s],  the word [w] is best defined as :a. [dq. In the sentence The baby nestled her head, the word nestled is best defined as : a. position comfortably 
 
Hypernymy: ISA reasoning in context (symbolically ci => ci′). (def,ci′,d)(isa,ci,ci′) (ex,ci,s) (word,ci,w) (word,ci′,w′q. In [s],  the word or concept [w] is best described as a type ofa. [w′]defined as [dq. In The thief eluded the police, the word or concept eluded is best described as a type of a. escape event defined as to runaway from.. 
 
Hyponymy: ISA reasoning given context. (symbolically ci<=ci′(def,ci′,d)(isa,ci,ci′)(ex,ci,s)(word,ci,w)(word,ci,w′q.Given the context [s], which of the following word or concept is a specific type of [w] a. [w′] defined as [d] q. Given the context they awaited her arrival, which of the following word or concept is a specific type of arrival? a. crash landing, defined as an emergency landing under circumstances where….’ 
 
Synonymy: Related words. (def,ci,d)(word,ci,w1)(word,ci,w2q.Which words best correspond to [d]? a. [{w1,w2,…}] q. Which set of words best corresponds to the definition a grammatical category in inflected languages governing agreement ….? a. gender,… 
Probe TypeTriple InputτGeneration Templates from QExample Questions and Answers (q,a)
Definitions: Defining words in context. (def,ci,d)(ex,ci,s)(word,ci,wq.  In the sentence [s],  the word [w] is best defined as :a. [dq. In the sentence The baby nestled her head, the word nestled is best defined as : a. position comfortably 
 
Hypernymy: ISA reasoning in context (symbolically ci => ci′). (def,ci′,d)(isa,ci,ci′) (ex,ci,s) (word,ci,w) (word,ci′,w′q. In [s],  the word or concept [w] is best described as a type ofa. [w′]defined as [dq. In The thief eluded the police, the word or concept eluded is best described as a type of a. escape event defined as to runaway from.. 
 
Hyponymy: ISA reasoning given context. (symbolically ci<=ci′(def,ci′,d)(isa,ci,ci′)(ex,ci,s)(word,ci,w)(word,ci,w′q.Given the context [s], which of the following word or concept is a specific type of [w] a. [w′] defined as [d] q. Given the context they awaited her arrival, which of the following word or concept is a specific type of arrival? a. crash landing, defined as an emergency landing under circumstances where….’ 
 
Synonymy: Related words. (def,ci,d)(word,ci,w1)(word,ci,w2q.Which words best correspond to [d]? a. [{w1,w2,…}] q. Which set of words best corresponds to the definition a grammatical category in inflected languages governing agreement ….? a. gender,… 
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