ARCS Benchmark for Structured Text-to-SQL Disambiguation

The ARCS benchmark introduces structured disambiguation to resolve subtle, domain-specific ambiguities in text-to-SQL tasks through constrained interactions. It moves away from inefficient free-form dialogue toward explicit user-system interactions for higher accuracy in real-world databases.