VUCA
VUCA NEWS · SOURCE LEDGER

Every source, scored by what it actually did

Media-reliability ratings usually come from a panel's opinion. Ours come from a ledger: every claim a source feeds our pipeline is extracted, verified, human-reviewed, corroborated against independent outlets, and sometimes later contested — and the source's score is computed from that record, nothing else. It updates daily, it's append-only, and the formula is published below. State-affiliation and ownership labels are editor-reviewed before they appear.

RELIABILITY LEDGER · 104 SOURCES · AS OF 2026-07-06
1
reliefweb.int
12 CLAIMS · 12 APPROVED · 0 REJECTED
83
2
yahoo.com
10 CLAIMS · 9 APPROVED · 0 REJECTED · CORROBORATION 1×
81
3
prokerala.com
9 CLAIMS · 9 APPROVED · 0 REJECTED · CORROBORATION 1×
81
4
2news.com
9 CLAIMS · 9 APPROVED · 0 REJECTED
80
5
eetimes.com
13 CLAIMS · 12 APPROVED · 1 REJECTED
79
6
timesleader.com
10 CLAIMS · 9 APPROVED · 1 REJECTED
75
7
semiengineering.com
5 CLAIMS · 5 APPROVED · 0 REJECTED
73
8
centralwesterndaily.com.au
5 CLAIMS · 5 APPROVED · 0 REJECTED
73
9
cbc.ca
5 CLAIMS · 5 APPROVED · 0 REJECTED
73
10
abcnews.com
5 CLAIMS · 5 APPROVED · 0 REJECTED
73
11
batonrougepost.com
5 CLAIMS · 5 APPROVED · 0 REJECTED
73
12
euronews.com
5 CLAIMS · 5 APPROVED · 0 REJECTED
73
13
indiagazette.com
5 CLAIMS · 5 APPROVED · 0 REJECTED
73
14
informationng.com
5 CLAIMS · 5 APPROVED · 0 REJECTED
73
15
thepoultrysite.com
5 CLAIMS · 5 APPROVED · 0 REJECTED
73
16
aljazeera.com
5 CLAIMS · 5 APPROVED · 0 REJECTED
73
17
foxla.com
5 CLAIMS · 5 APPROVED · 0 REJECTED
73
18
thailandnews.net
5 CLAIMS · 5 APPROVED · 0 REJECTED
73
19
thepeninsulaqatar.com
5 CLAIMS · 5 APPROVED · 0 REJECTED
73
20
beefmagazine.com
8 CLAIMS · 7 APPROVED · 1 REJECTED
71
21
winnipegfreepress.com
4 CLAIMS · 4 APPROVED · 0 REJECTED
70
22
athens-times.com
4 CLAIMS · 4 APPROVED · 0 REJECTED
70
23
fortune.com
4 CLAIMS · 4 APPROVED · 0 REJECTED
70
24
interfax.com.ua
3 CLAIMS · 3 APPROVED · 0 REJECTED
67
25
rte.ie
3 CLAIMS · 3 APPROVED · 0 REJECTED
67
26
perthnow.com.au
3 CLAIMS · 3 APPROVED · 0 REJECTED
67
27
iheart.com
14 CLAIMS · 4 APPROVED · 3 REJECTED · CORROBORATION 8×
65
28
chinanationalnews.com
3 CLAIMS · 1 APPROVED · 0 REJECTED · CORROBORATION 3×
65
29
siasat.com
3 CLAIMS · 2 APPROVED · 0 REJECTED · CORROBORATION 1×
65
30
stcatharinesstandard.ca
5 CLAIMS · 4 APPROVED · 1 REJECTED
64
31
newkerala.com
5 CLAIMS · 4 APPROVED · 1 REJECTED
64
32
vietnamtribune.com
5 CLAIMS · 4 APPROVED · 1 REJECTED
64
33
israelnationalnews.com
5 CLAIMS · 4 APPROVED · 1 REJECTED
64
34
panow.com
2 CLAIMS · 2 APPROVED · 0 REJECTED
63
35
khaama.com
2 CLAIMS · 2 APPROVED · 0 REJECTED
63
36
fox56.com
2 CLAIMS · 2 APPROVED · 0 REJECTED
63
37
middle-east-online.com
2 CLAIMS · 2 APPROVED · 0 REJECTED
63
38
theshillongtimes.com
4 CLAIMS · 3 APPROVED · 1 REJECTED · CORROBORATION 1×
62
39
samaa.tv
4 CLAIMS · 3 APPROVED · 1 REJECTED
60
40
truthout.org
4 CLAIMS · 3 APPROVED · 1 REJECTED
60
41
themedialine.org
4 CLAIMS · 3 APPROVED · 1 REJECTED
60
42
whbl.com
4 CLAIMS · 3 APPROVED · 1 REJECTED
60
43
forbes.com
4 CLAIMS · 3 APPROVED · 1 REJECTED
60
44
kval.com
2 CLAIMS · 1 APPROVED · 0 REJECTED · CORROBORATION 1×
60
45
kyivpost.com
15 CLAIMS · 9 APPROVED · 6 REJECTED
57
46
middleeaststar.com
1 CLAIMS · 1 APPROVED · 0 REJECTED
57
47
wvik.org
1 CLAIMS · 1 APPROVED · 0 REJECTED
57
48
capeandislands.org
1 CLAIMS · 1 APPROVED · 0 REJECTED
57
49
dailymail.com
1 CLAIMS · 1 APPROVED · 0 REJECTED
57
50
aspenpublicradio.org
1 CLAIMS · 1 APPROVED · 0 REJECTED
57
51
eastcountymagazine.org
1 CLAIMS · 1 APPROVED · 0 REJECTED
57
52
britainnews.net
1 CLAIMS · 1 APPROVED · 0 REJECTED
57
53
livemint.com
1 CLAIMS · 1 APPROVED · 0 REJECTED
57
54
moneycontrol.com
10 CLAIMS · 6 APPROVED · 4 REJECTED
56
55
indianexpress.com
3 CLAIMS · 2 APPROVED · 1 REJECTED
56
56
turnto10.com
2 CLAIMS · 1 APPROVED · 1 REJECTED · CORROBORATION 1×
53
57
theuknews.com
4 CLAIMS · 2 APPROVED · 2 REJECTED · CORROBORATION 1×
52
58
bankingnews.gr
10 CLAIMS · 5 APPROVED · 5 REJECTED
50
59
kcby.com
2 CLAIMS · 1 APPROVED · 1 REJECTED
50
60
cbs12.com
2 CLAIMS · 1 APPROVED · 1 REJECTED
50
61
bakersfieldnow.com
2 CLAIMS · 1 APPROVED · 1 REJECTED
50
62
standardmedia.co.ke
2 CLAIMS · 1 APPROVED · 1 REJECTED
50
63
vanguardngr.com
2 CLAIMS · 1 APPROVED · 1 REJECTED
50
64
taipeitimes.com
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
65
iaea.org
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
66
38north.org
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
67
jpost.com
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
68
arabnews.com
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
69
outbreaknewstoday.com
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
70
who.int
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
71
amti.csis.org
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
72
rappler.com
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
73
news.usni.org
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
74
navalnews.com
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
75
electionlawblog.org
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
76
ecdc.europa.eu
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
77
insightcrime.org
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
78
eurasiareview.com
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
79
rfa.org
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
80
myanmar-now.org
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
81
microsoft.com
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
82
mining.com
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
83
indiatimes.com
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
84
federalreserve.gov
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
85
english.news.cn
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
86
timesofindia.indiatimes.com
0 CLAIMS · 0 APPROVED · 0 REJECTED
50
87
myfox28columbus.com
2 CLAIMS · 0 APPROVED · 1 REJECTED · CORROBORATION 1×
47
88
wsbt.com
2 CLAIMS · 0 APPROVED · 1 REJECTED · CORROBORATION 1×
47
89
okaz.com.sa
5 CLAIMS · 2 APPROVED · 3 REJECTED
45
90
afghanistannews.net
1 CLAIMS · 0 APPROVED · 1 REJECTED
43
91
dailygazette.com
1 CLAIMS · 0 APPROVED · 1 REJECTED
43
92
wkms.org
1 CLAIMS · 0 APPROVED · 1 REJECTED
43
93
ncr-iran.org
1 CLAIMS · 0 APPROVED · 1 REJECTED
43
94
zerohedge.com
1 CLAIMS · 0 APPROVED · 1 REJECTED
43
95
afghanistansun.com
2 CLAIMS · 0 APPROVED · 2 REJECTED
38
96
wlos.com
2 CLAIMS · 0 APPROVED · 2 REJECTED
38
97
krcgtv.com
2 CLAIMS · 0 APPROVED · 2 REJECTED
38
98
sputnikglobe.com
6 CLAIMS · 1 APPROVED · 5 REJECTED
33
99
bignewsnetwork.com
3 CLAIMS · 0 APPROVED · 3 REJECTED
33
100
smh.com.au
4 CLAIMS · 0 APPROVED · 4 REJECTED
30
101
gjsentinel.com
5 CLAIMS · 0 APPROVED · 5 REJECTED
27
102
navhindtimes.in
5 CLAIMS · 0 APPROVED · 5 REJECTED
27
103
capitalgazette.com
5 CLAIMS · 0 APPROVED · 5 REJECTED
27
104
russiaherald.com
8 CLAIMS · 0 APPROVED · 8 REJECTED
21

DIMMED SCORES = PROVISIONAL (FEWER THAN 5 DESK DECISIONS YET).

HOW THE SCORE IS COMPUTED

Positive weight: claims the desk approved, plus half weight each time the source corroborated another outlet's reporting or was independently corroborated itself. Negative weight: claims rejected, double weight for approved claims later contested, and verifier source-concern flags. The blend is shrunk toward a neutral 50 until a source has real history, so nobody buys a high score with three good days. Duplicate reports folded by the clustering pass are neutral — reprinting a fact isn't a sin, it's corroboration, and it's counted as such. Identity, ownership, and state-affiliation labels are machine-drafted with cited evidence and published only after editor review — the same rule as everything else here. The ledger is append-only: yesterday's numbers never change, and the full history is public on each source's page.