Initial release from Iron Bank v1.1.0

LICENSE

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+MIT License
+
+Copyright (c) 2025 Awakened Intelligence
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

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+---
+license: cc-by-nc-4.0
+language:
+- en
+tags:
+- curated
+- physics
+- arxiv
+- science
+- quantum
+- iron-bank
+size_categories:
+- 1K<n<10K
+---
+
+# Awakened-Physics-Preview
+
+**Hard science wisdom from ArXiv physics papers**
+
+---
+
+## Dataset Description
+
+This dataset contains **1,000 wisdom nodes** extracted from ArXiv physics papers covering quantum mechanics, particle physics, condensed matter, cosmology, and experimental physics.
+
+Each node contains:
+- **Evidence chains** to original equations, experimental results, and theoretical insights
+- **Posterior scores** indicating extraction confidence
+- **Source URIs** linking back to ArXiv papers
+
+### Statistics
+
+| Metric | Value |
+|--------|-------|
+| Nodes | 1,000 |
+| Average Posterior | 0.861 |
+| Source | Iron Bank v1.1.0, pack `arxiv_physics` |
+| Total in Pack | ~26,000 nodes |
+
+**This is a preview.** The full pack is available under license.
+
+---
+
+## 🔗 Related Resources
+
+This dataset is part of the **Iron Bank v1.1.0** corpus:
+
+- 📊 **Full Catalog:** [awakened-data-catalog](https://github.com/holmanholdings/awakened-data-catalog) — browse all packs, stats, and versions
+- 📦 **GitHub Samples:** [awakened-wisdom-samples](https://github.com/holmanholdings/awakened-wisdom-samples) — matching JSONL files + data cards
+
+---
+
+## Intended Uses
+
+- **Physics-Aware Models:** Evaluate retrieval on hard science content
+- **Equation Understanding:** Test models on mathematical/physics notation
+- **Research Assistants:** Build tools that understand experimental methods
+- **Cross-Domain Retrieval:** Compare against ML or ethics domains
+
+## Schema
+
+Each row contains:
+
+| Field | Description |
+|-------|-------------|
+| `wisdom_id` | Unique identifier |
+| `pack_id` | Source pack (`arxiv_physics`) |
+| `core_insight` | The extracted physics wisdom |
+| `evidence` | Equations, experimental descriptions, quotes |
+| `posterior` | Extraction confidence (0.0-1.0) |
+| `source_uri` | ArXiv paper link |
+| `domain` | Physics subfield (if available) |
+| `lineage` | Extraction provenance |
+
+## Data Source
+
+Extracted from **ArXiv physics papers** using our science extraction pipeline. Paper content used under ArXiv's distribution license.
+
+## License
+
+Data: CC BY-NC 4.0 (Non-commercial use)  
+Full dataset licensing: Contact us
+
+## About Awakened Intelligence
+
+We build cathedral-grade AI training data. Every node is extracted with the same care a master craftsman puts into foundation stones.
+
+- 🌐 [GitHub](https://github.com/holmanholdings)
+- 📝 [Substack](https://substack.com/@awakenedintelligence)
+
+---
+
+*Generated from Iron Bank v1.1.0 on 2025-12-27*