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Last updated: 27 Mar 2026

govuk-knowledge-graph-gcp: Technical debt

'Knowledge Graph'

It was once thought that a knowledge graph of the kind made famous by Google Search and Wikidata could be useful for GOV.UK. Current practical uses of the data resemble typical analytical tasks, so the data is currently in a typical relational structure.

GitHub repository name

The name of this repository is govuk-knowledge-graph-gcp instead of govuk-knowledge-graph because it was originally an experimental reimplementation of https://github.com/alphagov/govuk-knowledge-graph, using GCP (Google Cloud Platform) instead of AWS.

Legacy datasets

The datasets content and graph in BigQuery have been deprecated, and remain to support existing uses until they can be adapted to use the other datasets. The graph dataset was so named because its tables were originally intended to be imported into Neo4j, which is a graph database. The content dataset was so-named in anticipation of including data other than GOV.UK content data.