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Source Checks

Automated verification of wiki data against original sources. Each record is checked against one or more external sources to confirm accuracy.

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Verified Correct

7,956

72% of checked

Has Issues

2,117

19% of checked

Can't Verify

999

9% of checked

Not Yet Checked

0

of 11,072 total

Contradicted

330

Fix now — data may be wrong

Outdated

18

Source has newer info

Accuracy Rate

96%

confirmed / (confirmed + wrong + outdated)

Needs Recheck

3

Flagged for re-verification

330 results
TypeEntityClaimVerdictConfidenceSourcesLast Checked
Citation-Lighthaven (Event Venue) - Footnote 28contradicted50%14/3/2026
Citation-Lighthaven (Event Venue) - Footnote 25contradicted50%14/3/2026
Citation-Lighthaven (Event Venue) - Footnote 13contradicted50%14/3/2026
Citation-Leopold Aschenbrenner - Footnote 10contradicted20%14/3/2026
Citation-Leopold Aschenbrenner - Footnote 8contradicted70%14/3/2026
Citation-Leading the Future super PAC - Footnote 23contradicted70%14/3/2026
Citation-Leading the Future super PAC - Footnote 16contradicted70%14/3/2026
Citation-Leading the Future super PAC - Footnote 15contradicted60%14/3/2026
Citation-Leading the Future super PAC - Footnote 2contradicted70%14/3/2026
Citation-Leading the Future super PAC - Footnote 1contradicted70%14/3/2026
Citation-Lab Behavior & Industry - Footnote 19contradicted70%14/3/2026
Citation-Lab Behavior & Industry - Footnote 1contradicted50%14/3/2026
Citation-Kalshi (Prediction Market) - Footnote 82contradicted30%14/3/2026
Citation-Kalshi (Prediction Market) - Footnote 60contradicted30%14/3/2026
Citation-Kalshi (Prediction Market) - Footnote 58contradicted50%14/3/2026
Citation-Kalshi (Prediction Market) - Footnote 39contradicted70%14/3/2026
Citation-Kalshi (Prediction Market) - Footnote 7contradicted60%14/3/2026
Citation-Kalshi (Prediction Market) - Footnote 6contradicted30%14/3/2026
Citation-Kalshi (Prediction Market) - Footnote 5contradicted30%14/3/2026
Citation-Johns Hopkins Center for Health Security - Footn…contradicted50%14/3/2026
Citation-Johns Hopkins Center for Health Security - Footn…contradicted30%14/3/2026
Citation-Issa Rice - Footnote 30contradicted50%14/3/2026
Citation-Issa Rice - Footnote 19contradicted60%14/3/2026
Citation-IBBIS (International Biosecurity and Biosafety I…contradicted70%14/3/2026
Citation-IBBIS (International Biosecurity and Biosafety I…contradicted70%14/3/2026
Citation-IBBIS (International Biosecurity and Biosafety I…contradicted60%14/3/2026
Citation-William and Flora Hewlett Foundation - Footnote 18contradicted50%14/3/2026
Citation-William and Flora Hewlett Foundation - Footnote 12contradicted75%14/3/2026
Citation-William and Flora Hewlett Foundation - Footnote 10contradicted30%14/3/2026
Citation-William and Flora Hewlett Foundation - Footnote 8contradicted40%14/3/2026
Citation-William and Flora Hewlett Foundation - Footnote 7contradicted30%14/3/2026
Citation-William and Flora Hewlett Foundation - Footnote 6contradicted40%14/3/2026
Citation-Gwern Branwen - Footnote 44contradicted10%14/3/2026
Citation-Gwern Branwen - Footnote 34contradicted40%14/3/2026
Citation-Gwern Branwen - Footnote 10contradicted25%14/3/2026
Citation-Gwern Branwen - Footnote 6contradicted30%14/3/2026
Citation-Gwern Branwen - Footnote 3contradicted60%14/3/2026
Citation-Global Partnership on Artificial Intelligence (G…contradicted70%14/3/2026
Citation-Global Partnership on Artificial Intelligence (G…contradicted75%14/3/2026
Citation-Good Judgment (Forecasting) - Footnote 58contradicted70%14/3/2026
Citation-Good Judgment (Forecasting) - Footnote 45contradicted40%14/3/2026
Citation-Good Judgment (Forecasting) - Footnote 36contradicted70%14/3/2026
Citation-Good Judgment (Forecasting) - Footnote 29contradicted70%14/3/2026
Citation-Good Judgment (Forecasting) - Footnote 27contradicted50%14/3/2026
Citation-Good Judgment (Forecasting) - Footnote 22contradicted70%14/3/2026
Citation-Good Judgment (Forecasting) - Footnote 18contradicted65%14/3/2026
Citation-Good Judgment (Forecasting) - Footnote 17contradicted65%14/3/2026
Citation-Good Judgment (Forecasting) - Footnote 15contradicted50%14/3/2026
Citation-Good Judgment (Forecasting) - Footnote 9contradicted60%14/3/2026
Citation-Goodfire - Footnote 45contradicted30%14/3/2026
Showing 101150 of 330

Data from source_check_verdicts table. Click a row to view detailed evidence.