The past tense of set someone's teeth on edge is also set someone's teeth on edge.
The third-person singular simple present indicative form of set someone's teeth on edge is sets someone's teeth on edge.
The present participle of set someone's teeth on edge is setting someone's teeth on edge.
The past participle of set someone's teeth on edge is set someone's teeth on edge.