How to get group of words as Rationale using Natural Language processing/NLTK?

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consider below sentence, I want know how to extract rational from below sentence. Rationale meaning in this context = single/group of words which gives some meanigful information to sentense

I am play hockey.

play

I am feeling cold.

rational: feeling cold

Sam is going to do Master of Science in Stanford next year.

rational: Master of Science.

Those words are mix combination of adverbs, verbs and adjective. So how to extract those in nltk?

I want to know how to extract group of words as rational using nltk ?

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