Entrainment comes from inadequate degassing. Highly volatile components (gasses, residual solvents, etc.) aggressively vaporize on the heated surface, causing liquids to contaminate the headspace and the condenser. Thus, oil components that have not been evaporated contaminate the distilled oil.
Special entrainment separator wiper design is required to eliminate entrainment.