Human height is bounded (cannot be fat-tailed) for scientific reasons: humans need wombs for gestation, and if heights were fat-tailed, occasionally someone would be 1,000 kilometers tall, which is physically impossible; therefore, you can rule out fat-tailed distributions for human height using a priori scientific reasoning rather than just fitting distributions to data.