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README.md

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+---
+license: mit
+task_categories:
+- text-generation
+language:
+- en
+tags:
+- domain-specific
+- filtered-corpus
+- ontology-guided
+size_categories:
+- unknown
+---
+
+# quantum-physics-corpus
+
+## Dataset Description
+
+This is a domain-specific corpus created using ontology-guided filtering from FineWeb-Edu.
+
+### Dataset Creation
+
+- **Source:** HuggingFaceFW/fineweb-edu
+- **Filtering Method:** Semantic similarity to subdomain centroids (embedding-based)
+- **Pipeline:** Ontology-Guided Domain Corpus Builder
+
+### Dataset Structure
+
+Each chunk contains:
+- `text`: The text content (256-512 tokens)
+- `subdomain_id`: Assigned subdomain
+- `similarity_score`: Cosine similarity to subdomain centroid
+- `token_count`: Number of tokens
+- `source_dataset`: Original dataset name
+- `source_id`: Original document ID
+- `chunk_index`: Position within source document
+
+### Usage
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("konsman/quantum-physics-corpus")
+
+# Access filtered chunks
+for chunk in dataset['train']:
+    print(chunk['text'])
+    print(chunk['subdomain_id'])
+    print(chunk['similarity_score'])
+```
+
+### License
+
+MIT License
+
+### Citation
+
+Generated using the Ontology-Guided Domain Corpus Builder pipeline.