๐Ÿ““ journal june 14, 2026 sat singh

aicv agent-mapped census methodology: standing protocol published

Standing, citable methodology page defining the protocol behind the agent-mapped census series. Infrastructure, not findings โ€” the document that makes the four category censuses citable as a reproducible system.

AICV published a standing, citable methodology page defining the protocol behind the agent-mapped census series. It's infrastructure, not findings โ€” the document that makes the four category censuses citable as a reproducible system rather than a one-time effort.

what the methodology defines

Entity definition โ€” how a business enters the corpus. Start from the territory, not the directory. The census maps what exists in the valley, not what appears in any aggregator's index.

The depth pin โ€” one site visit plus one web search per entity. Fixed. Not deeper for larger operators, not shallower for simpler ones. The constraint is what makes results comparable across categories and census runs.

Provenance โ€” stats-script generated, not hand-counted. Every figure in a census report traces back to the inspection data.

Human-review gates โ€” where human judgment enters the pipeline and where it doesn't.

Curation-independence policy โ€” inclusion, ranking, and findings are never for sale. No operator can buy a better result or a position in the corpus.

why it matters

The methodology page is the contract between AICV and anyone citing its census work. A researcher, a civic leader, a journalist, or an agent pulling a census report can now verify the protocol behind every number. Without it, the four censuses are findings. With it, they're a system.

It's also the document that allows subsequent censuses โ€” healthcare, retail, arts and culture, civic infrastructure โ€” to be understood as part of a series rather than isolated audits.

Tools: Claude Code
Work chunks โ€” methodology doc authoring + protocol definition (entity def, depth pin, provenance, gates, curation-independence): ~30k ยท aicv publish ops (page creation, cross-links, sitemap): ~20k ยท journal entry courier: ~40k
Est. tokens this session: ~90k