Indeed! The notion of the octet rule being a "foundation of chemistry" when boron compounds typically have an incomplete octet and phosphorus and sulphur compounds (like SF_6) often exceed the octet... I guess you could call this "classical chemistry" in the sense of "classical physics"---a lie that covers most of the bases and gets corrected a couple years later for those who are interested enough to keep studying.
New Salt Compounds Challenge the Foundation of Chemistry
The title is overblown (it depends on what you think the foundation is), but get a load of this:
And here's the philosophical bit:
The obvious example of local truth is relativistic effects being pretty much invisible over the durations and distances that are normal for people, but there's also that the surface of the earth is near enough to flat for many human purposes.
Any suggestions for other truths which could turn out to be local?