RupeeBias is a collection of matched counterfactual prompts for auditing whether large language models produce unequal economic recommendations when prompts differ only in demographic identifier. The dataset is designed for controlled evaluation of demographic bias in compensation-related advice in the Indian context.
The benchmark covers five task settings:
