Hi Harald, the chip is HCF4060BE WK01P0352. It's definitely got something to do with the timing.
There are a lot of versions of the chip but mine is pretty old, I think and no longer manufactured. I found a datasheet for HCF4060B without the E but it's very hard to understand the system of...