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{
"schema_version": 1,
"title": "Reproduction: Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?",
"emoji": "🎯",
"space_id": "ToluClassics/repro-beyond-text-to-sql-can-llms-really-debug-enterprise-etl-sql",
"paper": null,
"tags": [
"icml2026-repro",
"paper-4ltyJqAHMg"
],
"updated_at": "2026-07-22T14:15:15+00:00",
"root": {
"slug": "index",
"title": "Reproduction: Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?",
"file": "pages/index.md",
"children": [
{
"slug": "executive-summary",
"title": "Executive summary",
"file": "pages/executive-summary/page.md",
"children": []
},
{
"slug": "claim-1-benchmark-construction-and-dataset-statistics",
"title": "Claim 1: Benchmark Construction and Dataset Statistics",
"file": "pages/claim-1-benchmark-construction-and-dataset-statistics/page.md",
"children": []
},
{
"slug": "claim-2-claude-4-sonnet-best-performance",
"title": "Claim 2: Claude-4-Sonnet Best Performance",
"file": "pages/claim-2-claude-4-sonnet-best-performance/page.md",
"children": []
},
{
"slug": "claim-3-deepseek-v3-and-qwen-results",
"title": "Claim 3: DeepSeek-V3 and Qwen Results",
"file": "pages/claim-3-deepseek-v3-and-qwen-results/page.md",
"children": []
},
{
"slug": "claim-4-enterprise-scale-complexity-metrics",
"title": "Claim 4: Enterprise-Scale Complexity Metrics",
"file": "pages/claim-4-enterprise-scale-complexity-metrics/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
}
]
},
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"revision": "1784729715786165373"
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