GeoContra: From Fluent GIS Code to Verifiable Spatial Analysis with Geography-Grounded Repair
arXiv:2605.00782v1 Announce Type: cross
Abstract: Reliable spatial analysis in GIScience requires preserving coordinate semantics, topology, units, and geographic plausibility. Current LLM-based GIS systems generate fluent scripts but rarely enforce t…