Provenance and audit trail

Every record in this research carries one or more cited sources, totalling roughly 402 references across decrees, institutions, people, and donor programmes. Every cross-model verification call to OpenRouter — Perplexity Sonar Deep Research, Sonar Pro, o4-mini-deep-research, Owl Alpha, and Gemma — is logged as an evidence card under state/external/ in the public repo.

How can I audit any single claim?

Open the relevant page (Decrees, People, Donors), find the record's sources array, and follow each URL. Numeric claims always cite the source within the rendered table or paragraph. The reflexion-auditor wave (Wave 5) re-fetches a sample of sources during every run; failures appear in state/audit/audit_report.md.

Where is the source code?

The full pipeline is open at github.com/avaluev/ca-b2g-research under Apache 2.0. Every agent specification (.claude/agents/*.md), every script, and every quality gate is committed.

@misc{valuev26cab2g,
  author = {Valuev, Alexandr},
  title  = {Central Asia B2G Intelligence: Provenance and audit trail},
  year   = {2026},
  url    = {https://avaluev.github.io/ca-b2g-research/provenance/},
  note   = {Data vintage 2026-05, Apache 2.0}
}