The company would pay $20 million at first and the rest over 35 years.
An earlier deal to sell the 150-acre property to the city of Costa Mesa fell through.
On Wednesday afternoon, Democratic Assemblyman Jose Solorio announced plans to introduce a bill to block the sale, saying the fairgrounds should remain under public ownership.