Determine whether director-question repairs are relevant to the question’s answer
Determine whether inserted date repairs in questions about which film director was born or died first are relevant to the question’s answer, rather than merely altering the candidate profile without bearing on the queried comparison.
References
For the director questions, most of the stratum, it stays open, and only a gate that tests the inserted value against the question, not against the profile, would close it.
— Does a model's stated reason for rejecting a candidate do any work?
(2609.30151 - Rastogi, 24 Sep 2026) in Section 4.4, “Do date repairs change the right answer?”