context: It is probably not the case that Sandra left the football. It is impossible that John got the milk. We doubt that Lily is green.
hypothesis: It is highly unlikely that 'Lily is green and Sandra left the football'.
valid_hypothesis: It is highly unlikely that 'Lily is green and Sandra left the football'.
invalid_hypothesis: It is almost certain that 'Lily is green and Sandra left the football'.
problog: 
    and(A,B) :- A,B.
    or(A,B) :- A;B.
    nand(A,B) :- not(and(A,B)).
    nor(A,B) :- not(or(A,B)).
    xor(A,B) :- or(A,B), nand(A,B).
  
    %hop0
    0.25::factA.
    0.0::factB.
    0.2::factC.
    
  
    %hop2
    conclusion:-and(factC,factA).
  
    query(conclusion).
    
hypothesis_assertion: 'Lily is green and Sandra left the football'.