from nltk.tag import StanfordNERTagger

import os

os.environ['CLASSPATH'] = '/home/projects/entity-recognition/stanford-ner-2014-06-16/stanford-ner.jar'
os.environ['STANFORD_MODELS'] = '/home/projects/entity-recognition/stanford-ner-2014-06-16/classifiers'

st = StanfordNERTagger('english.all.3class.distsim.crf.ser.gz')

ner_tags = st.tag('Rami Eid is studying at Stony Brook University in NY'.split())

print(ner_tags)