def doc_to_text(doc) -> str:
  question = doc['question']
  choices = ""
  for idx, choice in enumerate(doc['answer']['aliases']):
    if idx >= 5:
      break
    letter = "ABCDE"[idx]
    choices+= f"{letter}. {choice}\n"
  return f"Question: {question}\n{choices}Answer:"