Forensic Engine
TruthLens evaluates news items through a 6-stage factual verification pipeline, collecting evidence via real-time search grounding and outputting multi-dimensional confidence ratings.
01
Input
02
Claims
03
Search
04
Verify
05
Scores
06
Verdict
Verification Signals
Source Credibility 25%
Evidence Strength 25%
Cross-Source Agreement 20%
Author Expertise 15%
Contradiction Score 10%
Satire Markers 5%
Verdict Categories
Score 80–100 Verified
Score 60–79 Likely Verified
Score 20–59 Unverified
Score 5–19 Likely False
Score 0–4 False
Satire tags ≥ 70 Satire / Fiction
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