ruvector/examples/data/discoveries/swarm_sunspot.json
Claude 17ded318d0 feat: 691 discoveries, 50 cross-domain correlations via per-node PPR
Expanded to 13 domains with 14 new data sources:
- Extreme exoplanets (ultra-short period), NOAA solar wind/sunspots,
  ESO press releases, CERN Higgs, NASA Techport, SIMBAD pulsars,
  TESS planet candidates, deep earthquakes (>300km), WHO global health,
  SDSS galaxies, satellite fires, Mars weather

Pipeline improvements:
- Per-node ForwardPush PPR (eps=0.0001) instead of domain-seed
- 12-NN sparse graph for better cross-domain bridge detection
- De-duplicated correlations with seen-set

Top novel discoveries by sublinear solver:
- Space-science → Earth: solar activity correlates with deep earthquakes
- Materials-physics → Space-science: solar region AR14384 persistence
- Earth-science → Economics: crypto bear market + global growth slowdown
- Culture → Space-science: elevated solar activity + dense NEO approaches

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

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No EOL
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[
{
"title": "Solar Cycle Prediction - 2025-09",
"content": "Predicted SSN: 115.6, Range: [107.6-125.9], F10.7: 148.1",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2025-10",
"content": "Predicted SSN: 114.7, Range: [106.9-125.0], F10.7: 147.4",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2025-11",
"content": "Predicted SSN: 113.0, Range: [105.4-123.4], F10.7: 146.6",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2025-12",
"content": "Predicted SSN: 116.0, Range: [108.4-126.5], F10.7: 147.7",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2026-01",
"content": "Predicted SSN: 115.9, Range: [108.1-126.6], F10.7: 148.8",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2026-02",
"content": "Predicted SSN: 114.8, Range: [106.7-125.6], F10.7: 149.3",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2026-03",
"content": "Predicted SSN: 115.0, Range: [106.4-125.7], F10.7: 149.4",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2026-04",
"content": "Predicted SSN: 115.3, Range: [106.1-125.7], F10.7: 149.6",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2026-05",
"content": "Predicted SSN: 115.3, Range: [105.5-125.3], F10.7: 149.3",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2026-06",
"content": "Predicted SSN: 114.6, Range: [103.9-124.3], F10.7: 148.4",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2026-07",
"content": "Predicted SSN: 113.2, Range: [101.5-122.8], F10.7: 146.8",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2026-08",
"content": "Predicted SSN: 111.0, Range: [98.7-120.8], F10.7: 144.4",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2026-09",
"content": "Predicted SSN: 108.2, Range: [95.2-118.3], F10.7: 141.5",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2026-10",
"content": "Predicted SSN: 105.2, Range: [90.8-115.3], F10.7: 138.4",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2026-11",
"content": "Predicted SSN: 101.8, Range: [86.2-112.0], F10.7: 135.2",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2026-12",
"content": "Predicted SSN: 98.5, Range: [81.8-109.3], F10.7: 132.1",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2027-01",
"content": "Predicted SSN: 95.2, Range: [77.4-106.9], F10.7: 129.0",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2027-02",
"content": "Predicted SSN: 92.0, Range: [73.1-104.7], F10.7: 126.1",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2027-03",
"content": "Predicted SSN: 89.2, Range: [69.4-103.0], F10.7: 123.5",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2027-04",
"content": "Predicted SSN: 86.2, Range: [65.8-101.1], F10.7: 120.9",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2027-05",
"content": "Predicted SSN: 83.3, Range: [63.1-99.1], F10.7: 118.4",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2027-06",
"content": "Predicted SSN: 80.4, Range: [60.1-96.9], F10.7: 115.9",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2027-07",
"content": "Predicted SSN: 77.6, Range: [57.5-94.8], F10.7: 113.5",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2027-08",
"content": "Predicted SSN: 74.8, Range: [55.0-92.6], F10.7: 111.2",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2027-09",
"content": "Predicted SSN: 72.0, Range: [52.3-90.0], F10.7: 108.9",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2027-10",
"content": "Predicted SSN: 69.3, Range: [49.9-87.3], F10.7: 106.8",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2027-11",
"content": "Predicted SSN: 66.6, Range: [47.7-84.5], F10.7: 104.7",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2027-12",
"content": "Predicted SSN: 64.0, Range: [45.9-81.8], F10.7: 102.7",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2028-01",
"content": "Predicted SSN: 61.4, Range: [44.2-79.1], F10.7: 100.7",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2028-02",
"content": "Predicted SSN: 58.8, Range: [42.7-76.4], F10.7: 98.8",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2028-03",
"content": "Predicted SSN: 56.4, Range: [41.3-73.8], F10.7: 97.1",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2028-04",
"content": "Predicted SSN: 54.0, Range: [40.1-71.0], F10.7: 95.3",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2028-05",
"content": "Predicted SSN: 51.6, Range: [38.6-68.5], F10.7: 93.7",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2028-06",
"content": "Predicted SSN: 49.3, Range: [36.5-65.9], F10.7: 92.1",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2028-07",
"content": "Predicted SSN: 47.1, Range: [34.5-63.3], F10.7: 90.7",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2028-08",
"content": "Predicted SSN: 44.9, Range: [32.3-60.9], F10.7: 89.2",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2028-09",
"content": "Predicted SSN: 42.7, Range: [30.0-58.3], F10.7: 87.8",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2028-10",
"content": "Predicted SSN: 40.7, Range: [27.5-55.7], F10.7: 86.6",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2028-11",
"content": "Predicted SSN: 38.7, Range: [25.0-53.2], F10.7: 85.3",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2028-12",
"content": "Predicted SSN: 36.8, Range: [23.0-51.0], F10.7: 84.2",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2029-01",
"content": "Predicted SSN: 34.9, Range: [20.9-48.8], F10.7: 83.1",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2029-02",
"content": "Predicted SSN: 33.0, Range: [18.7-46.7], F10.7: 82.1",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2029-03",
"content": "Predicted SSN: 31.4, Range: [16.7-45.0], F10.7: 81.2",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2029-04",
"content": "Predicted SSN: 29.7, Range: [14.4-43.1], F10.7: 80.2",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2029-05",
"content": "Predicted SSN: 28.2, Range: [12.2-41.2], F10.7: 79.4",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2029-06",
"content": "Predicted SSN: 26.6, Range: [10.3-39.6], F10.7: 78.6",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2029-07",
"content": "Predicted SSN: 25.1, Range: [8.7-38.4], F10.7: 77.8",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2029-08",
"content": "Predicted SSN: 23.7, Range: [7.3-37.3], F10.7: 77.1",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2029-09",
"content": "Predicted SSN: 22.3, Range: [6.3-36.1], F10.7: 76.4",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2029-10",
"content": "Predicted SSN: 21.0, Range: [5.5-35.0], F10.7: 75.8",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2029-11",
"content": "Predicted SSN: 19.8, Range: [5.3-34.0], F10.7: 75.2",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2029-12",
"content": "Predicted SSN: 18.6, Range: [5.1-32.9], F10.7: 74.7",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2030-01",
"content": "Predicted SSN: 17.4, Range: [4.4-31.6], F10.7: 74.2",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2030-02",
"content": "Predicted SSN: 16.4, Range: [3.5-30.2], F10.7: 73.7",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2030-03",
"content": "Predicted SSN: 15.4, Range: [2.6-28.6], F10.7: 73.3",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2030-04",
"content": "Predicted SSN: 14.4, Range: [1.5-27.0], F10.7: 72.9",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2030-05",
"content": "Predicted SSN: 13.5, Range: [0.9-25.4], F10.7: 72.5",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2030-06",
"content": "Predicted SSN: 12.6, Range: [0.0-23.7], F10.7: 72.1",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2030-07",
"content": "Predicted SSN: 11.8, Range: [0.0-21.9], F10.7: 71.8",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2030-08",
"content": "Predicted SSN: 11.0, Range: [0.0-20.2], F10.7: 71.5",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2030-09",
"content": "Predicted SSN: 10.3, Range: [0.0-18.2], F10.7: 71.2",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2030-10",
"content": "Predicted SSN: 9.6, Range: [0.0-16.6], F10.7: 70.9",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2030-11",
"content": "Predicted SSN: 8.9, Range: [0.0-15.1], F10.7: 70.7",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
},
{
"title": "Solar Cycle Prediction - 2030-12",
"content": "Predicted SSN: 8.3, Range: [0.0-13.8], F10.7: 70.4",
"timestamp": "2026-03-15T23:59:11.624931Z",
"source": "NOAA SWPC Predicted Solar Cycle",
"confidence": 0.85
}
]