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http://www.aaai.org/ojs/index.php/aimagazine/article/view/1798/1696 

This paper deals with the semantic integration of entities in disparate texts. To recognize entities from different sources which are represented by different names but in reality point towards the same entity. 

Another approach is to match relational tuples and reconcile inconsistent data , however, this approach works well only for structured data. Hence, we are currently considering semantic integration approach and it's scope to recognize relevant entities in a text. 

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