ruvector/examples/data/discoveries/swarm_smithsonian.json
Claude 7cc5f31585 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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[
{
"title": "The Nation's T. rex (Wankel Rex)",
"content": "One of the world's most complete Tyrannosaurus rex fossils, 85% complete. Discovered in Montana in 1988 in the Charles M. Russell National Wildlife Refuge. Centerpiece of the David H. Koch Hall of Fossils - Deep Time.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "smithsonian",
"confidence": 0.95
},
{
"title": "Allosaurus fragilis Type Specimen",
"content": "Officially named the type specimen for the entire Allosaurus fragilis species. Notable because all bones came from a single individual rather than being a composite. Displayed crouching like a modern bird guarding a clutch of fossilized eggs.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "smithsonian",
"confidence": 0.93
},
{
"title": "Stegosaurus stenops Holotype",
"content": "The first Stegosaurus stenops specimen ever scientifically described, defining what it means to be the species. Displayed alongside its fossil foe Allosaurus, plus Diplodocus and Camarasaurus sauropods.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "smithsonian",
"confidence": 0.93
},
{
"title": "Pachycephalosaurus Skull (2024 Acquisition)",
"content": "Remarkably complete skull of Pachycephalosaurus, a dome-headed dinosaur from the end of the Cretaceous Period (~67 million years ago). Unearthed in South Dakota in 2024, purchased at Sotheby's and gifted by Eric and Wendy Schmidt.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "smithsonian",
"confidence": 0.92
},
{
"title": "David H. Koch Hall of Fossils - Deep Time",
"content": "After a four-year, $125 million renovation, the hall features 700+ fossil specimens including a palm tree from Alaska, a T. rex vs Triceratops battle scene, early reptiles and mammals, and a woolly mammoth.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "smithsonian",
"confidence": 0.94
},
{
"title": "Triceratops horridus Specimen",
"content": "Featured in the dramatic T. rex vs Triceratops display in the Deep Time hall. One of the iconic ceratopsian dinosaur specimens from the Late Cretaceous Period, approximately 68-66 million years ago.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "smithsonian",
"confidence": 0.9
},
{
"title": "Diplodocus longus Specimen",
"content": "Sauropod dinosaur specimen from the Late Jurassic Period. Displayed alongside Camarasaurus and the Allosaurus-Stegosaurus exhibit in the Deep Time hall. One of the longest dinosaurs known.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "smithsonian",
"confidence": 0.88
},
{
"title": "Camarasaurus Specimen",
"content": "Common sauropod from the Late Jurassic Morrison Formation. Displayed in the Hall of Fossils alongside Diplodocus, representing the diversity of large herbivorous dinosaurs from 150 million years ago.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "smithsonian",
"confidence": 0.88
},
{
"title": "Woolly Mammoth (Mammuthus primigenius)",
"content": "Pleistocene-era specimen displayed in the Deep Time hall. Represents the Ice Age megafauna that roamed North America and Eurasia until approximately 4,000 years ago.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "smithsonian",
"confidence": 0.9
},
{
"title": "Paleobiology Collection Overview",
"content": "The Smithsonian's National Museum of Natural History holds 146+ million specimens total, with 46 complete and important dinosaur specimens. The paleontological collections comprise tens of millions of specimens from microfossils to massive dinosaur bones.",
"timestamp": "2026-03-15T23:49:45.257025+00:00",
"source": "smithsonian",
"confidence": 0.92
}
]