Methodology

Our public, evidence-first methodology: hybrid retrieval, credibility-aware analysis, Centaur review, and transparent publication.

Pipeline
S1–S6
Retrieval
Sub-second (typical)
Evidence Coverage
≥ 2 sources/item
Transparency
ClaimReview JSON-LD
Principles (Evidence-First, Centaur-Safe)

Our north star: accuracy, transparency, scalability, bias minimization, pragmatism.

AI Pipeline (S1–S6)

From check-worthiness to verdict.

Evidence Retrieval (Hybrid)

How we find and rank bilingual evidence with provenance.

Stance & Verdict

How evidence maps to a public verdict with confidence.

Credibility Policy (Source Tiers)

How we assess and use source reliability.

Centaur Review Gate

Human oversight policy: quality over speed.

Publication & ClaimReview

From analysis to public artifact with structured data.

Metrics & Transparency

What we measure and promise publicly.

Chat with Labeeb

Connected
Live index: updated 2h ago

Start a Conversation

Ask Labeeb about a claim, event, or person to get evidence-based insights.

Suggestions:

Verify Claims

Check the accuracy of statements with evidence-based analysis

Try example →

Compare Sources

See how different outlets report on the same event

Try example →

Build Brief

Create comprehensive summaries with citations

Try example →

Keyboard: Enter to sendShift + Enter for newline