Natural Language Processing experiment with recipes

Idea

I would like to train an NLP tool with language specific to recipe writing, so that it can output cooking instructions by mixing and matching various actions and ingredients.

SpaCy

Spacy is an NLP library for Python that is supposed to make some things simpler (potentially easier than NLTK?), such as training, for instance. I have decided to give SpaCy a try, since I found working with NLTK a bit cumbersome at times. I also read this article which compares the two, and SpaCy seems to be performing better speed-wise and not only.