---
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*