context: There is a very good chance that John put down the apple. It is highly likely that Bernhard is green. It is highly unlikely that Lily is white.
hypothesis: It is highly unlikely that 'Lily is white' or 'Bernhard is green' or both.
valid_hypothesis: It is highly likely that 'Lily is white' or 'Bernhard is green' or both.
invalid_hypothesis: It is highly unlikely that 'Lily is white' or 'Bernhard is green' or both.
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
    0.8::factA.
    0.9::factB.
    0.05::factC.
    
  
    %hop2
    conclusion:-or(factC,factB).
  
    query(conclusion).
    
hypothesis_assertion: 'Lily is white' or 'Bernhard is green' or both.