An LLM pipeline with chain-of-thought prompting can parse restricted Earth observation queries into area, date, and event fields with high accuracy on a new 100+ pair benchmark, though temporal reasoning remains the main gap.
area": "Houston, Texas
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Toward Open Earth Science as Fast and Accessible as Natural Language
An LLM pipeline with chain-of-thought prompting can parse restricted Earth observation queries into area, date, and event fields with high accuracy on a new 100+ pair benchmark, though temporal reasoning remains the main gap.