figure: promote confirmed nonlinear hardware results

2 files changed, 7 insertions, 4 deletions

diff --git a/visual-composer/physical-hardware-evidence.md b/visual-composer/physical-hardware-evidence.md
index b271127..566133c 100644
--- a/visual-composer/physical-hardware-evidence.md
+++ b/visual-composer/physical-hardware-evidence.md
@@ -9,16 +9,18 @@
   mismatch, noise, stale refresh, and their combination at the task endpoint?
 - **Evidence layer:** hardware-realistic simulation; no fabricated-chip claim.
 - **Source data:**
-  `results/physical_bias/p5_full_grid_bias_crossover.json`,
+  `results/physical_bias/p11_nonlinear_hardware_confirmation.json`,
   `results/physical_bias/p9_grid_correlated_autozero.json`, and
   `results/physical_bias/p8_spice_autozero_primitive.json`.
 - **Statistics / uncertainty:** four device draws are averaged within each of
-  40 tasks; tasks are resampled for percentile 95% bootstrap intervals.
+  40 tasks in the sampler sweep, while three new device draws are averaged in
+  the nonlinear confirmation. Tasks are resampled for percentile 95%
+  bootstrap intervals.
 - **Figure prototype:** horizontal method comparison, mismatch response curves,
   and horizontal nonideality comparison.
 - **Panel map:**
-  - (a) nonlinear CLLN final error across clean, raw, calibration,
-    overclamping, SDIL, and their combination;
+  - (a) untouched nonlinear CLLN confirmation across clean, raw, calibration,
+    clean overclamping, imperfect overclamping, SDIL, and their combination;
   - (b) final error against measured local sampling-error RMSE for pedestal
     and gain mismatch sweeps;
   - (c) final error under common pedestal, sampling noise, stale neutral
diff --git a/visual-composer/qa-ledger.md b/visual-composer/qa-ledger.md
index ecb7660..a94c9ef 100644
--- a/visual-composer/qa-ledger.md
+++ b/visual-composer/qa-ledger.md
@@ -22,6 +22,7 @@ changing the plot grammar.
 | Different mismatch units were not directly comparable | Panel (b) | High | Used measured residual local-rate RMSE as the common x-axis and retained mismatch family as series | Resolved |
 | Zero-error conditions were visually ambiguous | Panels (a) and (c) | Low | Kept a small x-axis margin below zero so zero-valued error bars remain visible | Resolved |
 | Generic SPICE primitive could be read as a full-circuit simulation | Figure scope | High | Excluded it from the main plotted panels and recorded its limited scope in the analysis and visual contract | Resolved |
+| Main method panel originally used development component draws | Panel (a) | High | Replaced it with the untouched 40-task by 3-new-device confirmation and retained sampler sweeps as labelled development evidence | Resolved |
 | Color-only distinctions could fail in print | Panel (b) | Medium | Added distinct circle and diamond markers | Resolved |
 
 Rendered inspection: no clipped labels, tick-label collision, legend overlap,