ryanmio/colonial-virginia-llm-geolocation
Code, data, and results from benchmarking LLMs for geolocating colonial Virginia land grants. Best single model (o3-2025-04-16) achieves 23km mean error; 5-call ensemble reduces to 19km.
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Feb 07, 2026
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