Get spacy's text to work properly with a space of 2 words

Need to the the categorizer to work properly for the words: "jhon" and "died". The only pemutation that should match is "jhon died". "died jhon", "jhon" and "died" should not match. Currently it matches for both "died jhon" and "jhon died". I need a 15 to 30 minute call explaining to me the solution. Here is the current colab: https://colab.research.google.com/drive/1rnYhc-h4e0VlgatWzy1Z3-1rNbd0bGvM