Python wrapper around ClausIE. This will take a list of sentences and return a list of triples.
>>> python setup.py install
To start you must create a ClausIE instance from the pyclausie package. :: >>> from pyclausie import ClausIE >>> cl = ClausIE.get_instance()
get_instance() will automatically download the clausie jar file. If you have an existing clausie jar file you can specifiy the file using the jar_filename parameter.
To extract triples from a sentence use the extract_triples() method. This method takes a list of sentences as input and will return a list of Triple objects. :: >>> sents = ['I learned that the 2012 Sasquatch music festival is ' ... 'scheduled for May 25th until May 28.'] >>> triples = cl.extract_triples(sents) >>> for triple in triples: ... print triple Triple(index='1', subject='I', predicate='learned', object='that the 2012 Sasquatch music festival is scheduled for May 25th until May 28') Triple(index='1', subject='the 2012 Sasquatch music festival', predicate='is scheduled', object='for May 25th until May 28') Triple(index='1', subject='the 2012 Sasquatch music festival', predicate='is scheduled', object='for May 25th')
This shows three triples returned by clausie for the given sentence. If you wish to get the confidence score you should pass the parameter print_sent_confidence=True to the extract_triples() method.
Licensed under Apache 2.0.
Written by Anthony Rios