For using the triplet in SPARQL query.
I suggest taking a look at FRED:
http://link.springer.com/chapter/10.1007%2F978-3-642-41242-4_36
http://www.istc.cnr.it/news/fred-and-tipalo-natural-language-rdfowl
You may also take a look at ReVerb, which extracts relation that usually represent SVO triplets.
http://reverb.cs.washington.edu/
You may have a look at Spacy:
https://github.com/NSchrading/intro-spacy-nlp/blob/master/subject_object_extraction.py
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