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Table 7: 

Highly weighted phrases given by the trained LR classifier of Ngrams+TFIDF and BOW+TFIDF.

RelationImportant Phrases
member-of [org], is part of, ambassador, is associated with, [org] partner 
family [person], married, father, wife, children, daughter, parents, [number] 
edu-at [org], graduated, degree, studied, [org] in [number], is part of 
position-held [person], leader, president, actor, professor, writer, founder, police, portman 
partner-org [org], [number] [org], subsidiary, merger, the company, member of 
founded-by [person], founder, director, executive, chairman, co founder, head of, chief executive 
ceo ceo, [person] director, chief, officer, founders, chief executive officer, president 
board-member [org], [person], chairman, executive, board of directors, [number] senior executive, officer in charge, representative director 
RelationImportant Phrases
member-of [org], is part of, ambassador, is associated with, [org] partner 
family [person], married, father, wife, children, daughter, parents, [number] 
edu-at [org], graduated, degree, studied, [org] in [number], is part of 
position-held [person], leader, president, actor, professor, writer, founder, police, portman 
partner-org [org], [number] [org], subsidiary, merger, the company, member of 
founded-by [person], founder, director, executive, chairman, co founder, head of, chief executive 
ceo ceo, [person] director, chief, officer, founders, chief executive officer, president 
board-member [org], [person], chairman, executive, board of directors, [number] senior executive, officer in charge, representative director 
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