Which happened first can be in the eye of a third party observer versus a first party. it doesn’t matter which happened first, it matters what the observers saw and whether they can agree. The relativistic example here says that observers will never agree.

If an event that I didn’t observe happened first, it didn’t influence my decisions. It might influence yours though, but when things get grey we give benefit of the doubt.