  
      print("kb size", len(mykb), mykb.get_size_entities(), mykb.get_size_aliases())
  
      print("candidates for", alias)
      candidates = mykb.get_candidates(alias)
      print(" ", candidates)
  
  
 
</s> remove     mykb.add_entity(entity_id="Q1", prob=0.5)
    mykb.add_entity(entity_id="Q2", prob=0.5)
 </s> add     mykb.add_entity(entity_id="Q1", prob=0.9)
    mykb.add_entity(entity_id="Q2", prob=0.2) </s> remove     mykb.add_entity(entity_id="Q1", prob=0.5)
    mykb.add_entity(entity_id="Q2", prob=0.5)
 </s> add     mykb.add_entity(entity_id="Q1", prob=0.9)
    mykb.add_entity(entity_id="Q2", prob=0.2)
    alias2 = "johny"
    print(" adding alias2", alias2)
    mykb.add_alias(alias=alias2, entities=["Q0", "Q42"], probabilities=[0.3, 1.1])

    print("kb size", len(mykb), mykb.get_size_entities(), mykb.get_size_aliases())

  
      print("kb size", len(mykb), mykb.get_size_entities(), mykb.get_size_aliases())
  
    alias2 = "johny"
    print(" adding alias2", alias2)
    mykb.add_alias(alias=alias2, entities=["Q0", "Q42"], probabilities=[0.3, 1.1])

    print("kb size", len(mykb), mykb.get_size_entities(), mykb.get_size_aliases())

      print("candidates for", alias)
      candidates = mykb.get_candidates(alias)
      print(" ", candidates)
  
  
keep keep add keep keep keep keep keep
 check and unit test in case prior probs exceed 1 
spacy/sandbox_test_sofie/testing_el.py