ilana27/llm-nationality-bias-global-narratives

Representational Harms in Global LLM Narratives: Nationality Bias Dataset Dataset Summary This dataset contains 292,500 LLM-generated narratives across 195 globally-recognized nations, created to examine how national identity cues in prompts shape narrative content and representation. Generated using GPT-4.1 Nano, the dataset systematically varies the nationality of dominant characters across power-laden scenarios in Learning, Labor, and Love domains. This enables… See the full description on the dataset page: https://huggingface.co/datasets/ilana27/llm-nationality-bias-global-narratives.