class_docstr: Uses the GPT model to validate the similarities between pairs of related words.
class_docstr_tok: ["Uses","the","GPT","model","to","validate","the","similarities","between","pairs","of","related","words","."]
docstr: Validates a list of related word pairs by comparing the outputs of the GPT model.
  
  Args:
      related_words_pairs: A list of pairs of related words to validate.
  
  Returns:
      A list of tuples containing the original word pair, a boolean indicating whether they are similar
      according to the GPT model, and the similarity score.
docstr_tok: ["Validates","a","list","of","related","word","pairs","by","comparing","the","outputs","of","the","GPT","model",".","Args",":","related_words_pairs",":","A","list","of","pairs","of","related","words","to","validate",".","Returns",":","A","list","of","tuples","containing","the","original","word","pair",",","a","boolean","indicating","whether","they","are","similar","according","to","the","GPT","model",",","and","the","similarity","score","."]
code: def validate(
      self, related_words_pairs: List[RelatedWordsPair]
  ) -> List[SimilarityTuple]:
      """
      Validates a list of related word pairs by comparing the outputs of the GPT model.
  
      Args:
          related_words_pairs: A list of pairs of related words to validate.
  
      Returns:
          A list of tuples containing the original word pair, a boolean indicating whether they are similar
          according to the GPT model, and the similarity score.
      """
      similarity_tuples = []
      for related_words_pair in related_words_pairs:
          response = self.get_chat_completion(related_words_pair)
          similarity_score = self.extract_score(response)
          similarity = similarity_score > self.target_score
          similarity_tuple = SimilarityTuple(
              related_words_pair, similarity, similarity_score
          )
          similarity_tuples.append(similarity_tuple)
      return similarity_tuples
  
imports: import os
  import re
  from abc import ABC, abstractmethod
  from collections.abc import Callable
  from typing import Dict, List, NamedTuple, Tuple, Union
  import numpy
  from logger_config import logger
  from openai import OpenAI
label_desc: Use image node_id 2 for calling the GPTValidator obj's underlying member method code with example usage: obj.validate(related_words_pairs) and returns: similarity_tuples