context: It is almost certain that John moved to the office. Chances are slight that Daniel grabbed the apple. It is likely that Fred went to the garden.
hypothesis: It is highly unlikely that 'Daniel grabbed the apple and Fred went to the garden'.
valid_hypothesis: It is highly unlikely that 'Daniel grabbed the apple and Fred went to the garden'.
invalid_hypothesis: Chances are about even that 'Daniel grabbed the apple and Fred went to the garden'.
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
    0.95::factA.
    0.1::factB.
    0.7::factC.
    
  
    %hop2
    conclusion:-and(factB,factC).
  
    query(conclusion).
    
hypothesis_assertion: 'Daniel grabbed the apple and Fred went to the garden'.