What tools/fields should I look into for this?

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I want to create a system that takes statements(collection of variables) and creates missing links. For example, if I have three statements below.

1, John likes apples and has one sister
2, Sara likes oranges and has one brother
3, there are 2 apples missing

Link:
John ate 2 apples(with some probability )
John is Sara’s brother(with some probability )

I want to start with simple statements. What Data Science, ML/AL or other fields I can start looking into? I am really interested in AL and ML but not sure where to start. I am more motivated and committed if I am trying to solve a problem I came up with. Any help would be great!

submitted by /u/campushappens
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