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Case Studies — Harshdeep Singh

Three multi-step explorations using Quagga Agent across the CKG, Wikidata, DNB, and DIAMM. Each exploration includes the conversation prompts, a shareable link, and a PDF export.


Exploration 1: Johann Sebastian Bach

Biographical data, sources, and works across multiple knowledge graphs.

Prompts:

  • What sources by Bach in Culture Knowledge graph exist, and what incipits do they contain?
  • In Wikidata, what are Bach's life dates, image, occupations, and family relationships?
  • What musical entries exist for Bach in DNB, and what are their instrumentation and key designations?
  • Build a comprehensive profile of Bach spanning sources, biography, and published editions.
Resource Link
Archived conversation PDF export / Markdown export

Exploration 2: German Performance Venues

CKG performance venues in Germany, enriched with Wikidata coordinates and visualized on a map.

Prompts:

  • Could you list all the performance venues in CKG which are in Germany
  • For these venues, retrieve their coordinates from Wikidata
  • Could you make a visualization with a map of these venues using HTML/CSS/JS?
Resource Link
Archived conversation PDF export / Markdown export
Interactive map Open full screen

Interactive map

Quagga Agent generated this Leaflet map from CKG venue data enriched with Wikidata coordinates. Click legend items or venue names in the sidebar to explore.

Open map in full screen


Exploration 3: RISM Composers and DIAMM

Cross-graph analysis linking RISM composer records in CKG with DIAMM composition data.

Prompts:

  • Which RISM persons are recorded in CKG as composers, and what are their source counts?
  • In the DIAMM graph, which compositions have composer links matching these same persons?
  • Is there a correlation between a composer's RISM source count and their DIAMM composition count for these matched persons?
Resource Link
Archived conversation PDF export / Markdown export