      kb.set_entities(
          entity_list=entity_list, freq_list=frequency_list, vector_list=embeddings
      )
  
      logger.info("Adding aliases")
      _add_aliases(
          kb,
          title_to_id=filtered_title_to_id,
          max_entities_per_alias=max_entities_per_alias,
          min_occ=min_occ,
 
</s> remove     logger.info("Get entity embeddings:")
 </s> add     logger.info("Getting entity embeddings") </s> remove         prior_prob_input=prior_prob_input,
 </s> add         prior_prob_path=prior_prob_path, </s> remove     with prior_prob_input.open("r", encoding="utf8") as prior_file:
 </s> add     logger.info("Adding WP aliases")
    with prior_prob_path.open("r", encoding="utf8") as prior_file:
def _define_aliases(kb, entity_alias_path, entity_list, filtered_title_to_id, max_entities_per_alias, min_occ, prior_prob_path):
    logger.info("Adding aliases from Wikipedia and Wikidata")
      kb.set_entities(
          entity_list=entity_list, freq_list=frequency_list, vector_list=embeddings
      )
  
def _define_aliases(kb, entity_alias_path, entity_list, filtered_title_to_id, max_entities_per_alias, min_occ, prior_prob_path):
    logger.info("Adding aliases from Wikipedia and Wikidata")
      _add_aliases(
          kb,
          title_to_id=filtered_title_to_id,
          max_entities_per_alias=max_entities_per_alias,
          min_occ=min_occ,
keep keep keep keep replace keep keep keep keep keep
 KB extensions and better parsing of WikiData (#4375)

* fix overflow error on windows

* more documentation & logging fixes

* md fix

* 3 different limit parameters to play with execution time

* bug fixes directory locations

* small fixes

* exclude dev test articles from prior probabilities stats

* small fixes

* filtering wikidata entities, removing numeric and meta items

* adding aliases from wikidata also to the KB

* fix adding WD aliases

* adding also new aliases to previously added entities

* fixing comma's

* small doc fixes

* adding subclassof filtering

* append alias functionality in KB

* prevent appending the same entity-alias pair

* fix for appending WD aliases

* remove date filter

* remove unnecessary import

* small corrections and reformatting

* remove WD aliases for now (too slow)

* removing numeric entities from training and evaluation

* small fixes

* shortcut during prediction if there is only one candidate

* add counts and fscore logging, remove FP NER from evaluation

* fix entity_linker.predict to take docs instead of single sentences

* remove enumeration sentences from the WP dataset

* entity_linker.update to process full doc instead of single sentence

* spelling corrections and dump locations in readme

* NLP IO fix

* reading KB is unnecessary at the end of the pipeline

* small logging fix

* remove empty files 
bin/wiki_entity_linking/kb_creator.py