{
  "schema_version":"1.0",
  "canonical":true,
  "last_updated":"2026-08-16",
  "objects":{
    "opportunity":["id","buyer_id","country","sector","deadline","value","currency","funding_source_id","procurement_method","source_url","retrieval_timestamp","source_hash"],
    "pipeline":["id","buyer_id","project","country","sector","expected_timing","funding_source_id","source_url","retrieval_timestamp","source_hash"],
    "award":["id","buyer_id","supplier_id","amount","currency","award_date","country","sector","funding_source_id","procurement_method","source_url","retrieval_timestamp","source_hash"],
    "organization":["id","canonical_name","aliases","organization_type","country"],
    "funding_source":["id","name","type"],
    "sector":["id","label","parent_id"],
    "geography":["id","country","subregion"]
  },
  "research_questions":["supplier concentration","sector flows","country concentration","buyer recurrence","evidence/MEL/data procurement demand"],
  "commercial_output_rule":"Client opportunity matching is generated against explicit capability criteria and must not be represented as award probability."
}