The nature of dark energy remains a profound mystery 20 years after the discovery of cosmic acceleration. A very high number density galaxy redshift survey over a wide area (HD GRS Wide) spanning the redshift range of 0.5Comment: 8 pages (including title page and references), 3 figures. Science white paper submitted to Astro2020. arXiv admin note: text overlap with arXiv:1802.01539