Ingest Ethereal 10K worker profiles — domain data in the substrate

10,000 staffing worker profiles from profit/ethereal repo. Flattened
JSON → CSV → Parquet. Indexed on HNSW (9.5s) + Lance IVF_PQ (7.2s).

SQL hybrid verified: forklift operators in IL with reliability > 0.8
returned exact matches. Vector search alone missed the state filter —
confirms the hybrid SQL+vector routing need from quality eval.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2026-04-16 22:26:19 -05:00
co-authored by Claude Opus 4.6
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commit a710896db2
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