📘Glossary

Key terms you’ll see across the Perle Labs platform.

Annotation

A structured labeling task where contributors apply domain expertise to text, image, audio, or video data to improve AI model quality.

Badge

A digital credential earned through verified activity, such as completing tasks, maintaining streaks, or achieving high accuracy. Badges contribute to your reputation and unlock access to higher-tier projects.

Check-in

A daily login action that grants bonus points and helps build your streak multiplier. Consistent check-ins boost your daily rewards and unlock related achievement badges.

Contributor

Any verified participant on Perle Labs who completes, reviews, or validates data tasks. Contributors earn points, build reputations, and progress through tiers based on performance.

Educational Tasks

Introductory activities that teach you how to use the platform or qualify you for higher-value projects. Completing these tasks improves your accuracy and unlocks advanced opportunities.

Earnings

The total number of points you’ve earned through completed tasks, daily check-ins, and referrals. Displayed in the Earnings section along with your weekly recap chart.

Marketplace

The project hub where you can browse, join, and complete available data labeling or evaluation tasks. Projects are categorized into Educational, Accuracy, and Social types.

Onchain

Refers to actions or data that are permanently recorded on a blockchain for transparency and verification. Perle Labs uses Solana to record key activity metadata, ensuring provenance and auditability without exposing personal information.

Points

The reward unit of the Perle Labs platform. You earn points for completing tasks, maintaining streaks, and referring contributors. Points determine your tier, reputation, and future claim eligibility.

Project

A collection of related tasks grouped by purpose, theme, or dataset. Examples include medical text annotation, visual classification, or model output validation.

Referral

A program that lets you invite new contributors using your unique link. You earn points when referrals join and continue earning commissions as they contribute.

Reputation

A score reflecting your overall performance, accuracy, and reliability across all projects. Reputation determines your tier, unlocks access to specialized tasks, and is partially verifiable onchain.

Reward Multiplier

A temporary bonus applied to your point earnings, activated through streaks or activity milestones. Common multipliers range between 1.5×–2.5× for 24 hours.

Streak

A count of consecutive days you’ve completed daily check-ins. Maintaining streaks increases your multiplier and unlocks special badges.

Task

An individual unit of work within a project, such as labeling an image, evaluating a model response, or verifying another contributor’s input. Each task completion contributes to your points and reputation.

Tier

A contributor level based on total points and accuracy over time. Higher tiers unlock advanced tasks, higher base rewards, and exclusive badges.

Transparency Layer

The audit system that tracks and verifies contributor actions through blockchain integration. This ensures all rewards, validations, and reputations are traceable without revealing sensitive user data.

Validation

The process of reviewing and confirming the accuracy of annotations or completed tasks. Helps maintain data quality and prevents manipulation or spam.

Zero-Knowledge Proof (ZK Proof)

A privacy-preserving cryptographic method that allows contributors to prove their achievements or reputation without revealing personal data. Planned for future versions of Perle Labs to enhance decentralized identity and compliance.