Package opennlp.tools.entitylinker

Interface EntityLinker<T extends Span>

Type Parameters:
T - A type that extends Span. LinkedSpan and BaseLink are available to provide this signature. Use: EntityLinker<LinkedSpan<BaseLink>> as a default.
public interface EntityLinker<T extends Span>
EntityLinkers establish connections with external data to enrich extracted entities.

For instance, for Location entities a linker can be developed to look up each found location in a geonames gazetteer. Another example may be to find peoples' names and look them up in a database or active directory. Intended to return n best matches for any given search, but can also be implemented as deterministic.

  • Method Summary

    Modifier and Type
    Method
    Description
    List<T>
    find(String doctext, Span[] sentences, Span[][] tokensBySentence, Span[][] namesBySentence)
    Links an entire document of named entities to an external source.
    List<T>
    find(String doctext, Span[] sentences, Span[][] tokensBySentence, Span[][] namesBySentence, int sentenceIndex)
    Links the names that correspond to the tokens[] spans.
    void
    init(EntityLinkerProperties initializationData)
    Initializes an EntityLinker and allows for passing properties through the EntityLinkerFactory into all impls dynamically.

  • Method Details

    • init

      void init(EntityLinkerProperties initializationData) throws IOException
      Initializes an EntityLinker and allows for passing properties through the EntityLinkerFactory into all impls dynamically.

      EntityLinker impls should initialize reusable objects used by the impl in this method. If this is done, any errors will be captured and thrown by the EntityLinkerFactory.

      Parameters:
      initializationData - The EntityLinkerProperties that contains properties needed by the impl, as well as any other objects required.
      Throws:
      IOException - Thrown if IO errors occurred.

    • find

      List<T> find(String doctext, Span[] sentences, Span[][] tokensBySentence, Span[][] namesBySentence)
      Links an entire document of named entities to an external source.
      Parameters:
      doctext - The full text of the document.
      sentences - An array of sentence spans.
      tokensBySentence - An array of tokens spans that correspond to each sentence. The outer array refers to the sentence, the inner array is the tokens for the outer sentence. Similar in nature to Map of SentenceIndex keys to List of tokens as values.
      namesBySentence - An array of name spans that correspond to each sentence. The outer array refers to the sentence, the inner array refers to the tokens that for the same sentence. Similar in nature to Map<SentenceIndex,List<Name Spans For This Sentence's Tokens>> @ return.
      Returns:
      A list of EntityLinker instances.

    • find

      List<T> find(String doctext, Span[] sentences, Span[][] tokensBySentence, Span[][] namesBySentence, int sentenceIndex)
      Links the names that correspond to the tokens[] spans. The sentenceIndex can be used to get the sentence text and tokens from the text based on the sentence and token spans. The text is available for additional context.
      Parameters:
      doctext - The full text of the document.
      sentences - An array of sentence spans.
      tokensBySentence - An array of tokens spans that correspond to each sentence. The outer array refers to the sentence, the inner array is the tokens for the outer sentence. Similar in nature to Map of SentenceIndex keys to List of tokens as values.
      namesBySentence - An array of name spans that correspond to each sentence. The outer array refers to the sentence, the inner array refers to the tokens that for the same sentence. Similar in nature to Map<SentenceIndex,List<Name Spans For This Sentence's Tokens>> @ return.
      sentenceIndex - The index to the sentence span that the tokensBySentence corresponds to.
      Returns:
      A list of EntityLinker instances.