Independent. No commercial relationship with UnGovr — no funding, no agreement, no conversation of any kind — checked 9 September 2026. Disclosures · how every claim here is evidenced

ungovr.providers.sgit.ai / The minimal working examples — as files

The minimal working examples — as files

§6 of the contract asks for the smallest thing that runs, as a file rather than a snippet. These are those files, and they are the ones that were actually run — the retrieval log and both computations are their output.

FileWhat it doesState
00-smoke.shThe smallest thing that runs: prove the API answers, with no credential at all.written, not run
coverage-sample.pystratum -> (frame file, how many to draw, what the stratum is)written, not run
fetch.shfetch.sh — retrieve one UnGovr endpoint, write the raw bytes unmodified, hashwritten, not run
inferred-join.pyBodies whose governing records law is not reliably given by geography.written, not run
santa-barbara.shThe worked example's three retrievals, in order: resolve the county slug from thewritten, not run

Running them

# 1. prove the API answers, with no credential at all
./00-smoke.sh

# 2. the worked example's four retrievals, hashed as they land
./santa-barbara.sh

# 3. computation 1 — 49 requests, a fixed seed, an interval
python3 coverage-sample.py --plan     # print the sample, fetch nothing
python3 coverage-sample.py --run

# 4. computation 2 — local only, no requests
python3 inferred-join.py

fetch.sh is the one the others lean on, and it is four lines of actual work. Its whole discipline is the ordering: write the raw bytes, hash those bytes, log the row, and only then let anything parse it.

What they will cost you

Nothing, if you stay inside the free tier. 00-smoke.sh is 2 requests, santa-barbara.sh is 4, and coverage-sample.py --run is 49. The entity tier is 100 a day per IP. vendor docs 9 Sep 2026 The sampler stops itself on a 402 rather than spending anything, because a script that quietly starts billing is a bad script.

Everything they fetch is UnGovr's, and it is used under CC BY 4.0 with attribution. vendor docs 9 Sep 2026