Epistemonikos SK Ecosystem

The Epistemonikos Ecosystem

Enrichment Pipeline

The enrichment pipeline refines and organizes the raw data held in SK-Database, turning individual references into connected, higher-quality studies ready for synthesis.

Enrichment Pipeline

What the pipeline does

The pipeline takes references from SKD and progressively adds value to them: cleaning, linking and enriching the data so it can be reused reliably across the ecosystem.

Enriching studies

Studies are enriched with additional data drawn from SKD, improving their quality and completeness. This is one of the core reasons the platform connects to SKD in the first place.

Studification (threads)

Studification groups the many documents that refer to a single study into a "thread". Instead of treating each article in isolation, the pipeline links thread-related references together, so a study can be understood as a whole.

From raw data to study

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