GAScout Ben_hill County

Registry coverage roadmap entry for Ben_hill County (Seat: Fitzgerald, FIPS 13017). Adapter planned for Ben Hill Legal Organ.

🏛️ Legal Organ: Ben Hill Legal Organ • ⚡ Adapter: gpn • 📍 FIPS: 13017

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GEORGIA PUBLIC RECORDS COVERAGE ENGINE (159 GA COUNTIES)

4 live counties (DeKalb · Fulton · Gwinnett · Cobb). Select any county to view dashboard or adapter roadmap.

Select County:

ADAPTER PLANNED FIPS 13017 • Fitzgerald

Zero synthetic numbers published

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Ben_hill County Pipeline Adapter — Roadmap Status

This route represents Ben_hill County (FIPS 13017, Seat: Fitzgerald) in the statewide GAScrape registry. The statutory legal organ for this county is Ben Hill Legal Organ.

ADAPTER TYPE

gpn

LEGAL ORGAN

Ben Hill Legal Organ

DATA INTEGRITY POLICY

Zero Mock / Real Ingest Only

💡 View live production data on the DeKalb County Production Pipeline ($62.7M)

01 / INGESTION

✓ 9,915-Page PDF Document

Mainframe PDF report (DQ205GADEK) ingested offline via pypdf stream extraction.

Offline Source

02 / INTEGRITY

✓ 0 Malformed Rows

100% line accounting. Headers, subtotals, and dollar amounts validated without skipping.

Zero Dropped Rows

03 / REPAIR

✓ 32 Column Swaps Fixed

Auto-corrected overflow rows using a deterministic 5-column checksum verification.

Auto-Corrected

04 / DETERMINISM

✓ Byte-Identical Hash

Runs reproducibly on any machine yielding exact 409,142-row CSV outputs.

100% Deterministic

05 / AGGREGATION

✓ JSON Analytics Engine

Compiles amount bands, tax flags, and yearly totals into dashboard JSON feeds.

Structured Output

06 / TESTING

✓ 90 Automated Tests

Full test suite covering parser, models, registry, schemas, and export integrity.

90 Fixtures Passing