NAME
    Text::NLP::Stanford::EntityExtract - Talks to a stanford-ner socket
    server to get named entities back

VERSION
    Version 0.02

Quick Start:
    *   Grab the Stanford Named Entity recogniser from
        http://nlp.stanford.edu/ner/index.shtml.

    *   Run the server, something like as follows:

         java -server -mx400m -cp stanford-ner.jar edu.stanford.nlp.ie.NERServer -loadClassifier classifiers/ner-eng-ie.crf-4-conll-distsim.ser.gz 1234

    *   Wrte a script to extract the named entities from the text, like the
        following:

         #!/usr/bin/env perl -w
         use strict;
         use Text::NLP::Stanford::EntityExtract;
         my $ner = Text::NLP::Stanford::EntityExtract->new;
         my $server = $ner->server;
         my @txt = ("Some text\n\n", "Treated as \\n\\n delimieted paragraphs");
         my @tagged_text = $ner->get_entities(@txt);
         my $entities = $ner->entities_list($txt[0]); # rather complicated
                                                      # @AOA based data
                                                      # structure for further
                                                      # processing

  METHODS
  new ( host => '127.0.0.1', port => '1234');
  server
    Gets the socket connection. I think that the ner server will only do one
    line per connection, so you want a new connection for every line of
    text.

  get_entities(@txt)
    Grabs the tagged text for an arbitrary number of paragraphs of text, and
    returns as the ner tagged text.

  _process_line ($line)
    processes a single line of text to tagged text

  entities_list($tagged_line)
    returns a rater arcane data structure of the entities from the text. the
    position of the word in the line is recorded as is the entity type, so
    that the line of text can be recovered in full from the data structure.

    TODO: This needs some utility subs around it to make it more useful.

  list_entities($self->entities_list($line)
    Lists the entities contained within a line based from the data structure
    provided by entities_list($line).

    If passed a list of entities it adds to that list, including counts of
    the numbes of each entity already found.

    The data structure returns looks like this:

     $list_data = {
        'LOCATION' => {
            'Outer Mongolia' => 1,
            'Location Location Location' => 1,
            'Chinese Mainland' => 1,
            'Britney' => 1
        },
        'O' => {
            'may have returned from the' => 1,
            'said from his home in' => 1,
            '. Test a three word entity' => 1,
            'faith that she follows . Now she is attempting , for a second time , to persuade' => 1,
            '. There is a question that' => 1,
            'blah blah' => 1,
            'to the controversial' => 1,
            '.' => 1,
            'to follow suit , reports said .' => 1
        },
        'PERSON' => {
            'Bruce Lee' => 1,
            'Gwyneth Paltrow' => 1,
            'Lord Lucan' => 1
        },
        'MISC' => {
            'Jewish-based' => 1
        }
     };

AUTHOR
    Kieren Diment, "<zarquon at cpan.org>"

BUGS
    Please report any bugs or feature requests to
    "bug-text-nlp-stanford-entityextract at rt.cpan.org", or through the web
    interface at
    <http://rt.cpan.org/NoAuth/ReportBug.html?Queue=Text-NLP-Stanford-Entity
    Extract>. I will be notified, and then you'll automatically be notified
    of progress on your bug as I make changes.

SUPPORT
    The git repository for this code is available from
    git://github.com/singingfish/text-nlp-stanford-entityextract.git

    You can find documentation for this module with the perldoc command.

        perldoc Text::NLP::Stanford::EntityExtract

    You can also look for information at:

    *   RT: CPAN's request tracker

        <http://rt.cpan.org/NoAuth/Bugs.html?Dist=Text-NLP-Stanford-EntityEx
        tract>

    *   AnnoCPAN: Annotated CPAN documentation

        <http://annocpan.org/dist/Text-NLP-Stanford-EntityExtract>

    *   CPAN Ratings

        <http://cpanratings.perl.org/d/Text-NLP-Stanford-EntityExtract>

    *   Search CPAN

        <http://search.cpan.org/dist/Text-NLP-Stanford-EntityExtract/>

ACKNOWLEDGEMENTS
COPYRIGHT & LICENSE
    Copyright 2008 Kieren Diment, all rights reserved.

    This program is released under the following license: GPL

POD ERRORS
    Hey! The above document had some coding errors, which are explained
    below:

    Around line 53:
        You forgot a '=back' before '=head2'