The incident happened around 11:00 p.m. along the 3300 block of North Delaware Avenue.
Authorities told Action News that 50 gallons of Phenol spilled after an equipment malfunction at the Kinder Morgan Company.
Two workers were exposed to the chemical and taken to the hospital in stable condition, officials say.
The situation has been placed under control.