DocuMine Documentation

DocuMine offers a named-entity recognition class (Ner, NER) that allows you to handle a group of named-entity recognition entities to automatically identify named entities like persons, organizations, places etc.

Named entities in DocuMine:

The following example rule corresponds to the best practice of combining an AI and a dictionary-based approach. It targets Ner entities of the type “country” within sections containing the string “PERFORMING LABORATORIES” and creates “Laboratory Country” entities for them.

rule "DOC.7.0: Performing Laboratory (Country)"
  when
    nerEntities: NerEntities(hasEntitiesOfType("COUNTRY"))
    $section: Section(containsString("PERFORMING LABORATORY:"))
  then
    nerEntities.streamEntitiesOfType("COUNTRY")
      .filter(nerEntity -> 
        $section.getTextRange().contains(nerEntity.textRange()))
      .map(nerEntity -> 
        entityCreationService.byNerEntity(
          nerEntity,
          "laboratory_country",
          EntityType.ENTITY,
          $section))
      .forEach(entity -> 
        entity.apply("DOC.7.1", "Performing Laboratory found"));
  end