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Stanford CoreNLP provides a set of natural language analysis tools which can take raw English language text input and give the base forms of words, their parts of speech, whether they are names of companies, people, etc., normalize dates, times, and numeric quantities, mark up the structure of sentences in terms of phrases and word dependencies, and indicate which noun phrases refer to the same entities. It provides the foundational building blocks for higher level text understanding applications.

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package edu.stanford.nlp.ie.machinereading.structure;

import java.io.Serializable;

import edu.stanford.nlp.util.CoreMap;

public class EntityMentionFactory implements Serializable {
  private static final long serialVersionUID = 47894791411048523L;

    /**
	   * Always use this method to construct EntityMentions
	   * Other factories that inherit from this (e.g., NFLEntityMentionFactory) may override this
	   * @param objectId
	   * @param sentence
	   * @param extentSpan
	   * @param headSpan
	   * @param type
	   * @param subtype
	   * @param mentionType
	   */
	  public EntityMention constructEntityMention(
			  String objectId,
		      CoreMap sentence,
		      Span extentSpan,
		      Span headSpan,
		      String type,
		      String subtype,
		      String mentionType) {
		  return new EntityMention(objectId, sentence, extentSpan, headSpan, type, subtype, mentionType);
	  }
}