sahilmaniyar888/adaption-v3-global-workplace-law-qa

This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-V3globalworkplacelawqa

This dataset contains question-and-answer pairs regarding workplace rights, employment laws, and benefit calculations across various jurisdictions including the US, UAE, India, and the UK. Each sample provides specific legal citations, step-by-step mathematical derivations for owed amounts, and references to relevant government authorities. The content serves as a resource for understanding statutory entitlements such as overtime, gratuity, redundancy pay, and discrimination protections as of 2026.

Dataset size

There are 33,936 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is B, with a relative quality improvement of 11.4%.

Domain

• —Legal (62%)
• —Hr (38%)

Language

• —English (100%)

Tone

• —Informative (78%)
• —Helpful (22%)

Evaluation Results

• —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/2e69de94-51e6-4235-b1be-65dbe571a489.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />

• —Grade Improvement: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/239c2054-3d2a-4341-b22e-6d0f29969602.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />

• —Percentile Chart: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/297f0969-c29a-47f9-9176-97c2c9beeb05.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />