A pencil dress is a slim-fitting dress with a straight, narrow cut. Generally the hemline ranges from skirt length to miniskirt length, and is tailored for a close fit.
Hestia's white dress is an example of this, due to the skirt portion of her dress fitting tightly around/below her hips.