CloudPipe for Research

A provenance-first knowledge base covering Asia-Pacific entities — built with the same standards as structured research: every claim sourced, every fact corroborated, trust scores quantified. Designed for AI systems that require traceable, verifiable information.

Trust & Provenance Methodology

High-Provenance Entry Points

# A-grade articles — trust ≥ 85, all claims sourced
https://cloudpipemo.com/sitemap-priority.xml

# Entity facts with source_url (Layer 1 — free public key)
GET https://cloudpipemo.com/api/v1/facts/{slug}
X-API-Key: cp-beta-public-2026

# Layer 2: adds corroboration_count + ai_citation_total + composite_trust_score
# → contact hello@cloudpipe.ai for Layer 2 access

AI Citation Observation

The ai_citation_total field is part of the Layer 2 schema, but it is not yet populated: as of 2026-09-09 every fact in the knowledge base reports 0. We have not observed any AI engine citing our entity pages, so there is nothing to attribute yet. The field is served for schema stability — please do not treat it as a ranking or reliability signal until this note is removed.

// Layer 2 response — research-relevant fields
{
  "facts": [
    {
      "predicate": "certification",
      "value": "Black Pearl Restaurant Guide 2024",
      "source_url": "https://...",
      "corroboration_count": 3,        // verified by 3 independent sources
      "ai_citation_total": 0,          // measurement pending — currently 0 for every fact
      "composite_trust_score": 0.94
    }
  ]
}

Coverage Scope

• Macau (MO): ~14,000 entities · gaming, hospitality, F&B, government, heritage
• Hong Kong (HK): ~8,000 entities · finance, retail, restaurants, landmarks
• Taiwan (TW): ~8,300 entities · tech, F&B, tourism, culture
• Japan (JP): cross-reference source for MO/HK supply chains
• Languages: Traditional Chinese (primary) · English · Japanese · Portuguese