It could be because DeBeers had the capability (and motivation) to carefully control and stabilize mining operations to keep supplies relative constant. In the absence of that careful control and mediation, if the supply is prone to wild swings the price would swing. I could envision a scenario in which uncertainty in the market for a desired item (without an alternative product) could result in a higher than average price due to speculation and nervousness about the supply.