context: It is probable that Lily is a frog. There is a very good chance that Greg is a frog. It is highly likely that Sandra put down the milk.
hypothesis: It is almost certain that 'Lily is a frog' or 'Sandra put down the milk' or both.
valid_hypothesis: It is almost certain that 'Lily is a frog' or 'Sandra put down the milk' or both.
invalid_hypothesis: There is little chance that 'Lily is a frog' or 'Sandra put down the milk' 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
    0.7::factA.
    0.8::factB.
    0.9::factC.
    
  
    %hop2
    conclusion:-or(factA,factC).
  
    query(conclusion).
    
hypothesis_assertion: 'Lily is a frog' or 'Sandra put down the milk' or both.