25 minutes · Medium

Compare Public Data Sources Before Asking AI

Leave with one dataset URL, one queryable identifier, and a clearer prompt for analysis.

This path keeps AI grounded by collecting a source, an identifier, and a dataset before generating a summary.

1. Map the field

   Search OpenAlex for the topic and note common concepts, works, and authors.

   OpenAlex

2. Find a structured identifier

   Use Wikidata Query Service to locate entities or relationships that can be queried.

   Wikidata Query Service

3. Add a measurement source

   Use Data Commons or Open-Meteo when the question needs place-based statistics or time series.

   Data Commons