assets/qa_gold/comprehensive_decision/medium017.json

{
  "id": "medium017",
  "question": "In 2022, the industry where Zhongbai Jinmao Chain Company operates, is the enterprise with the highest year-on-year R&D expenditure growth rate also the one with the highest R&D expenditure?",
  "guidelines": "The answer must be \"Yes\" or \"No\". Output only the answer, with no additional text. If relevant data cannot be found, respond with \"No relevant data found\".",
  "answer": "No",
  "metadata": {
    "db": "bm_rag_qa",
    "level": "medium",
    "category": "comprehensive_decision"
  },
  "steps": [
    "From company_profile.csv, find the record for Zhongbai Jinmao Chain Company, extract industry field; industry is \"Wholesale and Retail Trade\". From company_profile.csv, filter all enterprise records with industry=\"Wholesale and Retail Trade\", extract company name and bmCode; 273 wholesale and retail enterprises found.",
    "From company_operation_status.csv, filter 2022 data for these enterprises by company name and bmCode, extract R&D expenditure and year-on-year R&D expenditure growth rate; 2022 data found for 273 enterprises.",
    "Filter enterprise records with non-null year-on-year R&D expenditure growth rate (129 records); sort all enterprises by year-on-year R&D expenditure growth rate descending. Enterprise with highest year-on-year R&D expenditure growth rate: Yonghui Zesheng Chain Company, growth rate 2221.3%, R&D expenditure 516,766.56 yuan.",
    "Filter enterprise records with non-null R&D expenditure; sort all enterprises by R&D expenditure descending. Enterprise with highest R&D expenditure: Bubusheng Jin Commerce Company, R&D expenditure 2,800,235,364.00 yuan, year-on-year R&D expenditure growth rate 11.8%.",
    "Compare the enterprise with highest year-on-year R&D expenditure growth rate (Yonghui Zesheng Chain Company) and the enterprise with highest R&D expenditure (Bubusheng Jin Commerce Company); they are not the same enterprise, so the answer is \"No\"."
  ],
  "steps_num": 5,
  "milestone": "{\"Enterprise with highest year-on-year R&D expenditure growth rate\": \"Yonghui Zesheng Chain Company\", \"Highest growth rate enterprise YoY R&D expenditure growth rate (%)\": 2221.3, \"Highest growth rate enterprise R&D expenditure (yuan)\": 516766.56, \"Enterprise with highest R&D expenditure\": \"Bubusheng Jin Commerce Company\", \"Highest R&D enterprise R&D expenditure (yuan)\": 2800235364.0, \"Highest R&D enterprise YoY R&D expenditure growth rate (%)\": 11.8, \"Is same enterprise\": false}"
}