Hi, you cannot link them together. It is designed that way. If you would be able to link them, then you would be able to determine which stock is which.
Some features are likely composed of temporal data like: lagging indicators, look back, etc.
Also, I recommend you to read all forum before you start implement any model. This is quite repeated question. For example here