They were relatively low-gain devices and he thought that if he paired two they would behave like one transistor but with more current gain. He thought the gain would double, turning a pair of transistors with a gain of five into a single device with a gain of ten.
He was surprised to discover that the gain was 25.
To this day, the discovery is named after him.
Moral: Tinkering can Be Repaid