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AutoScientist Part 2 source dataset
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{
"total_rows": 5068,
"train_rows": 4501,
"eval_rows": 567,
"task_families": 18,
"by_family": {
"premise_check": 54,
"fundamental_lookup": 350,
"yoy_growth": 350,
"margin_analysis": 350,
"ratio_analysis": 350,
"cagr": 350,
"trend_summary": 350,
"peer_comparison": 350,
"risk_flag": 350,
"earnings_headline": 350,
"metric_definition": 36,
"filing_navigation": 54,
"data_caveat": 24,
"news_summary": 350,
"news_extraction": 350,
"news_fact_check": 350,
"headline_sentiment": 350,
"news_commentary": 350
},
"companies_covered": 2341,
"companies_available": 4230,
"held_out_companies": 507,
"response_words": {
"min": 22,
"p50": 56,
"p95": 90,
"max": 96,
"mean": 55.5
},
"duplicate_instructions": 0,
"split_leakage_ciks": 0,
"system_prompt": "You are a financial analyst. Answer with the figures that matter, state the arithmetic you used, and flag when a comparison is misleading. Be concise.",
"attribution": "SEC EDGAR XBRL company facts. U.S. government work, public domain."
}