# 10 Sample Four-Element Image Dataset

This directory contains 10 generated samples following `data_recipe.md`.
Each `sample_XXXX` folder includes a composed `main_image.png`, independent subject references in `references/`, a `layout_sketch.png`, overlay images, and the emitted dataset row in `row.json`.

These samples are generated offline with a deterministic Pillow renderer. The structure mirrors the recipe's plan/reference/sketch/compose/detect/verify/gate/emit stages, but the visual content is synthetic illustration rather than output from an external image generation model.