diff --git a/user_study_examples/README.md b/user_study_examples/README.md
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+# User Study Schematic
+
+This folder contains all 162 blinded self-consistency examples from the frozen user-study stimulus set: 54 Inverse, 54 Loop, and 54 Equivalence examples.
+
+Each JPEG is a schematic user-study stimulus, not a model-comparison figure. Model names and model-specific identifiers are intentionally omitted from the displayed image. Inverse and Loop show Generated Start, Generated Revisit, GT Start, and GT Revisit. Equivalence shows Generated Path A, Generated Path B, GT Path A, and GT Path B.
+
+The images are resized for compact sharing and are intended for visual inspection, not metric recomputation. The sample ID, graph, relation, and output filename are retained only in `manifest.csv` and `manifest.json` for auditability.
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diff --git a/user_study_examples/manifest.json b/user_study_examples/manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f626c1fcacee85199308030ff7ad00426cf9335c
--- /dev/null
+++ b/user_study_examples/manifest.json
@@ -0,0 +1,1144 @@
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