Knowing When to Stop: Predicting Execution-Consistency Convergence in Text-to-SQL

Yaron Anavi, Mor Aisenberg, Nadav Nesher +2

Repeated LLM calls are the standard way to estimate how trustworthy a Text-to-SQL result is: run the pipeline multiple times, judge each SQL execution, and use the consistency of t…