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ProblemMap/GlobalFixMap/Eval/eval_semantic_stability.md
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# Eval — Semantic Stability (Seed & Prompt Jitter, stdlib-only)
<details>
<summary><strong>🧭 Quick Return to Map</strong></summary>
<br>
> You are in a sub-page of **Eval**.
> To reorient, go back here:
>
> - [**Eval** — model evaluation and benchmarking](./README.md)
> - [**WFGY Global Fix Map** — main Emergency Room, 300+ structured fixes](../README.md)
> - [**WFGY Problem Map 1.0** — 16 reproducible failure modes](../../README.md)
>
> Think of this page as a desk within a ward.
> If you need the full triage and all prescriptions, return to the Emergency Room lobby.
</details>
**Goal**
Quantify how **stable** your pipeline is under small, *non-semantic* perturbations: different seeds, low temperature noise, and benign **prompt jitters** (punctuation/whitespace/synonym swaps). A robust system should keep claims, citations, refusals, and constraint echos **invariant** (or nearly so).