ruvector/examples/data/discoveries/swarm_art.json
Claude 402d5dccd8 feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery
Three-stage pipeline (Extract → Transform → Load) using ruvector-solver:
- Extract: loads 460+ discoveries from 48 JSON data sources
- Transform: embeds into 64-dim vectors, builds 8-NN sparse graph,
  runs ForwardPush PPR (sublinear O(1/ε), Andersen-Chung-Lang 2006)
- Load: outputs ranked cross-domain correlations + 12×12 domain matrix

New data sources from parallel explorer swarms:
- Humanities: Harvard Art, Library of Congress, Open Library, Nobel, Smithsonian
- Genetics/Env: ClinVar variants, GBIF endangered, EPA air, marine, satellite fires
- Tech/Infra: GitHub trending, Hacker News, SpaceX, ISS, crypto/forex markets

Novel discoveries found by PPR:
- Technology→Earth climate correlation (equatorial weather patterns)
- Technology→Space-science link (ultra-short period brown dwarf)
- Life-science→Academic (agentic AI + GPCR drug discovery bridge)

https://claude.ai/code/session_01UWE22wnsZRSHKhT4h4Axby
2026-03-16 23:17:00 -04:00

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JSON

[
{
"title": "Self-Portrait Dedicated to Paul Gauguin",
"content": "Vincent van Gogh, 1888. Oil on canvas. Post-Impressionist self-portrait from the Maurice Wertheim Collection. One of the most viewed works in the Harvard Art Museums collection.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "harvard_art_museums",
"confidence": 0.9
},
{
"title": "The Breakfast Table",
"content": "John Singer Sargent, 1883-84. Oil on canvas. American painting depicting an intimate domestic scene. Most viewed artwork online at Harvard Art Museums.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "harvard_art_museums",
"confidence": 0.9
},
{
"title": "A Mother and Child and Four Studies of Her Right Hand",
"content": "Pablo Picasso, 1904. Drawing from the Blue Period. Part of the Fogg Museum collection. One of the top five most viewed objects at Harvard Art Museums.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "harvard_art_museums",
"confidence": 0.9
},
{
"title": "Self-Portrait in Tuxedo",
"content": "Max Beckmann, 1927. Oil on canvas. German Expressionist painting from the Busch-Reisinger Museum collection. Key work of Weimar-era portraiture.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "harvard_art_museums",
"confidence": 0.88
},
{
"title": "Portrait of an Old Woman",
"content": "Christian Seybold, 1749-50. Oil painting. Baroque-era portrait notable for its realism and detail. Part of the Fogg Museum permanent collection.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "harvard_art_museums",
"confidence": 0.88
},
{
"title": "The Gare Saint-Lazare: Arrival of a Train",
"content": "Claude Monet. Impressionist oil painting from the Wertheim Collection. One of twelve paintings depicting the smoke and bustle of a Parisian train station.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "harvard_art_museums",
"confidence": 0.9
},
{
"title": "Neptune Calming the Tempest (Quos Ego)",
"content": "Peter Paul Rubens, 1635. Oil sketch based on a passage in Virgil's Aeneid. Baroque masterwork in the Fogg Museum collection.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "harvard_art_museums",
"confidence": 0.88
},
{
"title": "Raphael and La Fornarina",
"content": "Jean-Auguste-Dominique Ingres, 1814. Oil on canvas. Neoclassical painting from the Grenville L. Winthrop Collection depicting Raphael with his lover.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "harvard_art_museums",
"confidence": 0.88
},
{
"title": "Lake O'Hara",
"content": "John Singer Sargent. Oil painting depicting a glacial lake surrounded by mountains of the Canadian Rockies. Part of the American paintings collection.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "harvard_art_museums",
"confidence": 0.85
},
{
"title": "Archaic Chinese Jade Collection",
"content": "c. 7000-200 BCE. The widest collection of archaic Chinese jades outside of China. Part of the Arthur M. Sackler Museum holdings, spanning millennia of East Asian artistic tradition.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "harvard_art_museums",
"confidence": 0.85
}
]