Everything you need to get started.
Guides, an API reference, and the concepts behind how Merlise reads a claim and reports a number you can trust.
Getting started
Upload your first document2 min→
Understanding credence scores5 min→
Reading the evidence panel3 min→
Exporting verified reports2 min→
API reference
Authentication→
POST /documents · upload and verify→
GET /claims/{id} · fetch credence state→
PATCH /claims/{id}/override · submit a private estimate→
Webhooks · notifications when a reading changes→
Concepts
Credence and confidence: what the scores mean8 min→
Vacuity and dissonance: epistemic meta states6 min→
How Bayesian updating works in Merlise10 min→
Predict then reveal: removing anchoring bias5 min→
Provenance clustering: why eight outlets count as one4 min→
Benchmarks
Results on SciFact-OpenNew→
Changelog
v2.0 · epistemic meta states, source discounting, knowledge graph verificationLatest
v1.0 · retrieval across many sources, continuous updates, contradiction maps
v0.1 · core Bayesian engine, claim decomposition
Need help with the API?
Email hello@merlise.co and we respond within 24 hours.