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license: cc-by-nc-4.0
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---
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license: cc-by-nc-4.0
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task_categories:
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- text-generation
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language:
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- mr
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tags:
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- legal
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- reasoning
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- india
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- land-revenue
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- maharashtra
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size_categories:
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- n<1K
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---
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# Marathi Land Legal Reasoning (100 High-Quality Rows)
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## 📌 Dataset Description
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This is a high-precision reasoning dataset focused on the **Maharashtra Land Revenue Code (MLRC)** and property succession laws in India. It is specifically designed for fine-tuning Large Language Models (LLMs) to handle complex, domain-specific logic in the Marathi language.
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Unlike generic datasets, this collection focuses on **"Chain-of-Thought" (CoT)**, providing a detailed `thought` block for every legal query to improve the model's inner reasoning capabilities.
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### 🏛 Key Content Areas:
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- **Restricted Tenure:** Detailed logic for Class II (Bhogwatadar 2) land transfers and government permissions.
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- **Succession & Inheritance:** Calculating shares under the Hindu Succession Act (Amendment) 2005 for daughters, sons, and minor heirs.
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- **Tribal Land Protection:** Strict transfer logic regarding Sections 36 and 36A of the MLRC.
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- **Administrative Records:** Procedures for Mutation (Village Form 6), Record of Rights (7/12), and E-Pik Pahani.
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- **Dispute Resolution:** Boundary fixation, encroachment on Gairan (government) land, and civil vs. revenue court jurisdictions.
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## 📊 Format
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The dataset is provided in **JSONL** format. Each entry consists of:
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- `user`: A complex legal query in Marathi.
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- `thought`: A step-by-step reasoning block (English/Marathi mix) citing legal logic.
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- `assistant`: A definitive, legally-grounded answer in Marathi.
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## 💰 Commercial Licensing & Inquiries
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**License:** CC-BY-NC-4.0 (Attribution-NonCommercial 4.0 International)
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This dataset is a **100-row Expert Pilot**. For:
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1. **Commercial Licensing** (to use this in a for-profit AI product).
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2. **Bulk Data Acquisition** (Full 1,000+ row versions).
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3. **Custom Indic-Legal Data Generation.**
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**Please contact the author at:**
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📩 **[aditya.datasets@gmail.com]**
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