diff --git a/README.md b/README.md
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+# Agentic Language Learning — ES Dataset
+
+Auto-prepared via Data Ingestion & Augmentation pipeline (Functions 1 & 2).
+
+**Contents**
+- Clean images: `data/train/chunk_*`
+- Augmented images: `data/aug/chunk_*`
+- Metadata: `metadata/es_clean.csv` (+ aug if available)
+
+Each CSV has columns `path, text, lang, split`.
\ No newline at end of file
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diff --git a/metadata/es_clean.csv b/metadata/es_clean.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84cde9aa9507aeeab8dea36a50bdf4ac9a4e1244
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