Create hierarchical relations between a set of terms

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I need to form hierarchical relations between a set of terms(which may be entities, nouns,etc) by mining the web. This is along the lines of a taxonomy, However I need to be able to link Proper Nouns(people) and entities in a meaningful manner.

Eg :

{Movies,Avengers: Age of Ultron,Robert Downey Junior}

Should be linked as

Movies -> Avengers: Age of Ultron -> Robert Downey Junior

How should I go about doing this?

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