These are common issues in textual entailment. I'll refer you to some papers. While their motivation is for textual entailment, I believe your problem should be easier than that.
Determining Modality and Factuality for Textual Entailment
Learning to recognize features of valid textual entailments
Some of these suggestions should help you decide on some features/keywords to consider when ranking.
Read full article from nlp - How to detect if a event/action occurred from a text? - Stack Overflow
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