Live Data

Knowledge base
by the numbers

Real-time metrics from the Swiss Truth knowledge base — claim coverage, query usage, and pipeline health.

Overview
{{ s.certified }}
Certified claims
{{ a.total_queries }}
Total queries served
{{ s.avg_confidence }}%
Avg. confidence
{{ s.cert_rate }}%
Certification rate
Pipeline health

Validation Pipeline

Current state of all claims across the 5-stage validation pipeline.

✅
Certified
{{ s.certified }}
🔍
In peer review
{{ s.peer_review }}
📝
Draft / submitted
{{ s.draft }}
🔄
Needs renewal
{{ s.needs_renewal }}
Quality

Confidence Distribution

How confident are certified claims? All undergo 1%/month decay — higher is better.

{% for bucket in s.confidence_dist %}
{{ bucket.bucket }}
{{ bucket.n }}
{% endfor %}
Coverage

Domain Breakdown

Claims per knowledge domain and query volume — where AI agents are looking for answers.

{% set max_certified = s.domains | map(attribute='certified') | max | default(1) %} {% for d in s.domains %} {% set usage = a.domain_usage | selectattr('domain_id', 'equalto', d.id) | list %} {% set qcount = usage[0].total_queries if usage else 0 %} {% endfor %}
Domain Certified claims Coverage Queries
{{ d.name }} {{ d.certified }}
{{ qcount }} queries
Usage

Most Queried Claims

The certified facts AI agents are searching for most — a live signal of what knowledge matters.

{% if a.top_claims %} {% for c in a.top_claims %}
{{ loop.index }}
{{ c.text }}
{{ c.domain_id }} · confidence {{ (c.confidence_score * 100) | round(1) }}%
{{ c.query_count }}×
{% endfor %} {% else %}
No queries recorded yet. Usage data appears here once agents start searching.
{% endif %}
{% if a.never_queried > 0 %}

{{ a.never_queried }} certified claims have never been queried — potential coverage gaps or unused knowledge.

{% endif %}