code: def build_multitag_dataset(
      base_output_path, short_name, simplify, bigger_first
  ):
      convert_ontonotes_file(
          os.path.join(base_output_path, "en_ontonotes.train.json"),
          simplify,
          bigger_first,
      )
      convert_ontonotes_file(
          os.path.join(base_output_path, "en_ontonotes.dev.json"),
          simplify,
          bigger_first,
      )
      convert_ontonotes_file(
          os.path.join(base_output_path, "en_ontonotes.test.json"),
          simplify,
          bigger_first,
      )
  
      convert_worldwide_file(
          os.path.join(
              base_output_path, "en_worldwide-9class.train.json"
          ),
          bigger_first,
      )
      convert_worldwide_file(
          os.path.join(
              base_output_path, "en_worldwide-9class.dev.json"
          ),
          bigger_first,
      )
      convert_worldwide_file(
          os.path.join(
              base_output_path, "en_worldwide-9class.test.json"
          ),
          bigger_first,
      )
  
      combine_files(
          os.path.join(base_output_path, "%s.train.json" % short_name),
          os.path.join(
              base_output_path, "en_ontonotes-multi.train.json"
          ),
          os.path.join(
              base_output_path, "en_worldwide-9class-multi.train.json"
          ),
      )
      shutil.copyfile(
          os.path.join(base_output_path, "en_ontonotes-multi.dev.json"),
          os.path.join(base_output_path, "%s.dev.json" % short_name),
      )
      shutil.copyfile(
          os.path.join(
              base_output_path, "en_ontonotes-multi.test.json"
          ),
          os.path.join(base_output_path, "%s.test.json" % short_name),
      )
  
file_path: stanza/stanza/utils/datasets/ner/ontonotes_multitag.py
imports: import argparse
  import json
  import os
  import shutil
  from stanza.utils import default_paths
  from stanza.utils.datasets.ner.utils import combine_files
  from stanza.utils.datasets.ner.simplify_ontonotes_to_worldwide import simplify_ontonotes_to_worldwide
label_desc: Use image node_id 3 for calling a global function with example usage: build_multitag_dataset(base_output_path, short_name, simplify, bigger_first) without return types