All Source Checks
Automated source checking of wiki data against original sources. Each record is checked against one or more external sources to confirm accuracy.
View internal dashboard with coverage & action queue →Verified Correct
6,965
77% of checked
Has Issues
1,126
12% of checked
Can't Verify
967
11% of checkedincl. 236 dead links
Not Yet Checked
47
of 9,105 total
Contradicted
61
Fix now — data may be wrong
Outdated
21
Source has newer info
Accuracy Rate
99%
confirmed / (confirmed + wrong + outdated)
Needs Recheck
0
All up to date
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 24
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 22
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 20
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 19
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 15
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 13
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 11
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 10
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 8
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 6
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 2
Reducing Hallucinations in AI-Generated Wiki Content - Footnote 1
Red Queen Bio - Footnote 13
Red Queen Bio - Footnote 11
Red Queen Bio - Footnote 10
Red Queen Bio - Footnote 2
Red Queen Bio - Footnote 1
Recoding America - Footnote 5
Recoding America - Footnote 4
$100B-$300B+ Spending Analysis - Footnote 11
$100B-$300B+ Spending Analysis - Footnote 10
Polymarket - Footnote 94
Polymarket - Footnote 93
Polymarket - Footnote 92
Polymarket - Footnote 91
Polymarket - Footnote 90
Polymarket - Footnote 86
Polymarket - Footnote 83
Polymarket - Footnote 82
Polymarket - Footnote 81
Polymarket - Footnote 80
Polymarket - Footnote 69
Polymarket - Footnote 68
Polymarket - Footnote 46
Polymarket - Footnote 45
Polymarket - Footnote 37
Polymarket - Footnote 33
Polymarket - Footnote 30
Polymarket - Footnote 28
Polymarket - Footnote 17
Polymarket - Footnote 1
Philip Tetlock - Footnote 96
Philip Tetlock - Footnote 95
Philip Tetlock - Footnote 91
Philip Tetlock - Footnote 90
Philip Tetlock - Footnote 89
Philip Tetlock - Footnote 88
Philip Tetlock - Footnote 87
Philip Tetlock - Footnote 86
Philip Tetlock - Footnote 85
Data from source_check_verdicts table. Click a row to view detailed evidence.