# Legal Data Corpus: Sample

This repository contains a sample of a high-quality, structured legal dataset curated by **Legal Nodes**. The corpus is designed for training and fine-tuning Large Language Models (LLMs) on complex legal reasoning, drafting, and regulatory compliance tasks. 

The data spans multiple jurisdictions (UK, US, EU, UAE, Asia) and specialized areas of law, categorized by professional provenance tiers to ensure the highest standards of legal accuracy.

## 🛡️ Data Quality & Provenance Tiers

To ensure models learn from authoritative sources, every document is tagged with its provenance level:
- **Tier 1 :** Content provided by a Partner or an Expert-level source.
- **Tier 2 :** Associate-drafted content, reviewed by an Expert.
- **Tier 3 :** Procedural and administrative legal documents provided by In-house counsel.

## 🏗️ Taxonomy Breakdown

The corpus is organized into six primary categories, representing the lifecycle of legal work from raw research to final deliverables and consultation traces.

| Category | Description | Provenance Tier |
| :--- | :--- | :--- |
| **1. Expert Reasoning** | Private memos, tax opinions, and regulatory analysis. | Tier 1 |
| **2. Final Documents** | Final written contracts, corporate resolutions, and deliverables. | Tier 1 / 2 |
| **3. Instruction-Outcome** | Request-to-Document chains and iterative drafting traces. | Tier 1 / 2 |
| **4. Procedural Artifacts** | Filings, license applications (RFI responses), and procedural docs. | Tier 3 |
| **5. Legal Transcripts** | Transcripts of consultations and client-lawyer communications. | Tier 1 / 2 |
| **6. Knowledge Bases** | Summaries of legal articles, checklists, and statutory analysis. | Tier 1 / 2 |

## 🌍 Jurisdictional Coverage

The dataset provides a global perspective on legal artifacts, with volumes distributed across:
- **UK & US:** Primary focus for common law structures.
- **Europe (EU-level + DE, FR, IT, PT, UA):** Civil law and EU regulatory frameworks (GDPR, AI Act, MiCA).
- **UAE & Asia:** Regional compliance and corporate artifacts.

## ⚖️ Areas of Law

The corpus covers critical domains for modern legal-AI applications:
- **Corporate:** M&A, Incorporations, Term Sheets, Investment Documents.
- **Commercial:** Contracts, Service Agreements, Public Documents.
- **Financial Regulatory:** AI Act, MiCA, DORA, Licensing.
- **Privacy & Data:** GDPR compliance and data processing agreements.
- **Tax & Banking:** Specialized opinions and banking regulatory filings.

## 🛠️ Usage

This dataset is intended for:
- Fine-tuning legal reasoning models.
- Training for automated contract drafting and review.
- Regulatory compliance mapping (e.g., mapping business processes to the AI Act or GDPR).

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*For inquiries regarding access to the full dataset or specific sub-sections, please contact the Legal Nodes data team. Contact email: max@legalnodes.com*