It is known to blooms between January and February and May to June producing terminal compound or axillary compound inflorescences with seven buds per umbel and obovoid to pear-shaped mature buds that are 0.5 to 0.7 cm (0.20 to 0.28 in) in length and 0.3 to 0.4 cm (0.12 to 0.16 in) wide and a conical to rounded to beaked operculum and white coloured flowers.

The fruits that formed later are cup to barrel-shaped with a length and width of 0.4 to 0.6 cm (0.16 to 0.24 in) and a descending disc with four exserted valves.

[3] Eucalyptus whitei was first formally described in 1925 by Joseph Maiden and William Blakely in the Journal and Proceedings of the Royal Society of New South Wales.

[4][5] The specific epithet honours the Cyril Tenison White, a grandson of the noted Queensland botanist Frederick Manson Bailey, for "distinguished services to the botany of his State.

[3] The tree has a scattered distribution and is endemic to central and northern parts of Queensland from around Jericho in the south extending to the north-west to around Hughenden with another disjunct population in the Newcastle Range that is further to the north and is also found on the Windsor Tableland.