aditya-datasets/marathi-land-law-reasoning

Marathi Land Legal Reasoning (100 High-Quality Rows)

📌 Dataset Description

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.

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.

🏛 Key Content Areas:

• —Restricted Tenure: Detailed logic for Class II (Bhogwatadar 2) land transfers and government permissions.
• —Succession & Inheritance: Calculating shares under the Hindu Succession Act (Amendment) 2005 for daughters, sons, and minor heirs.
• —Tribal Land Protection: Strict transfer logic regarding Sections 36 and 36A of the MLRC.
• —Administrative Records: Procedures for Mutation (Village Form 6), Record of Rights (7/12), and E-Pik Pahani.
• —Dispute Resolution: Boundary fixation, encroachment on Gairan (government) land, and civil vs. revenue court jurisdictions.

📊 Format

The dataset is provided in JSONL format. Each entry consists of:

• —user: A complex legal query in Marathi.
• —thought: A step-by-step reasoning block (English/Marathi mix) citing legal logic.
• —assistant: A definitive, legally-grounded answer in Marathi.

💰 Commercial Licensing & Inquiries

License: CC-BY-NC-4.0 (Attribution-NonCommercial 4.0 International)

This dataset is a 100-row Expert Pilot. For:

1. 1.Commercial Licensing (to use this in a for-profit AI product).
2. 2.Bulk Data Acquisition (Full 1,000+ row versions).
3. 3.Custom Indic-Legal Data Generation.

Please contact the author at: 📩 [aditya.datasets@gmail.com]