I'm trying to chunk a sentence using ne_chunk and pos_tag in nltk.
from nltk import tag
from nltk.tag import pos_tag
from nltk.tree import Tree
from nltk.chunk import ne_chunk
sentence = "Michael and John is reading a booklet in a library of Jakarta"
tagged_sent = pos_tag(sentence.split())
print_chunk = [chunk for chunk in ne_chunk(tagged_sent) if isinstance(chunk, Tree)]
print print_chunk
and this is the result:
[Tree('GPE', [('Michael', 'NNP')]), Tree('PERSON', [('John', 'NNP')]), Tree('GPE', [('Jakarta', 'NNP')])]
my question, is it possible not to include pos_tag (like NNP above) and only include Tree 'GPE','PERSON'? and what 'GPE' means?
Thanks in advance