Hubert was born to Cecilia Elizabeth Haines, a working-class woman, on Estate Concordia, St. Croix, Danish West Indies.
In later life Harrison worked with many Virgin Islands-born activists, including James C. Canegata, Anselmo Jackson, Rothschild Francis, Elizabeth Hendrikson, Casper Holstein, and Frank Rudolph Crosswaith.