GeoContra: From Fluent GIS Code to Verifiable Spatial Analysis with Geography-Grounded Repair
DGX agentarXiv:2605.00782v1 Announce Type: cross Abstract: Reliable spatial analysis in GIScience requires preserving coordinate semantics, topology, units, and geographic plausibility. Current LLM-based GIS s