Demographic Probing of Large Language Models Lacks Construct Validity. - Manuel Tonneau; Neil K. R. Seghal; Niyati Malhotra; Víctor Orozco-Olvera; Ana María Muñoz Boudet; Lakshmi Subramanian; Sharath Chandra Guntuku; Valentin Hofmann (CoRR, 2026)