def _get_words(raw_sentence): words = [] for i, item in enumerate(raw_sentence['words']): word = Word(i + 1, item[0]) word.lemma = item[1]['Lemma'] word.pos = item[1]['PartOfSpeech'].lower() word.ner = item[1]['NamedEntityTag'] words.append(word) return words