diff --git a/recognization/docs/research/2026-09-28-recognition-architecture/DECISION.md b/recognization/docs/research/2026-09-28-recognition-architecture/DECISION.md
index 81d6cc2..4fc9d4f 100644
--- a/recognization/docs/research/2026-09-28-recognition-architecture/DECISION.md
+++ b/recognization/docs/research/2026-09-28-recognition-architecture/DECISION.md
@@ -588,6 +588,15 @@ names 12 at 100% precision with 0 unknown accepts, first label on frame 3.
 Offline on the corrected labels: 36/61 (59%) at 95% precision, 0/48 unknowns,
 11 of those labels sourced from the text lane alone.
 
+The headline number is reproducible from the repo, not from a scratch script:
+
+    .venv/bin/python code/eval_identity.py --stock stock-lopia-clean \
+      --labels docs/research/2026-09-28-recognition-architecture/evidence/image6_v2.json \
+      --image add/image6.jpg --lanes local --live
+
+    live resolution: catalog 69% · identity 86% · decision 86% ·
+    end-to-end 59% · precision 95% · 2 false accepts of 48 unknowns · 20.6 ms/crop
+
 Still open, and not implementable from here: Tier 2 held-out labels (F-11), the
 E-1..E-9 experiments, and the completion gate G1-G7, all of which need a second
 independent shelf visit.