Once the car warms up and starts to knock, disconnect all the belts and see if the knock goes away. But DON'T run it too long or it'll overheat. Just long enough to see if the knock stays or goes.
I had a bad water pump once that sounded exactly like rod knock and luckily, before I pulled the engine, I tried this trick. Saved me a TON of money and time!!
Ed