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Cross-referenced unverified smartphone records (batch 5, 300 sampled records with no overlap against the 1,000 records judged in batches 1–4) against English Wikipedia using exact heading matching and multi-spec verification safeguards.
Verification Results
Evaluated: 300 sampled smartphone records across 127 brands
CONFIRM: 7
AMBIGUOUS: 6
NOTFOUND: 277
CONTRADICT: 10
Safeguard Details
Exact heading match required (_heading_matches)
Required at least 2 independent agreeing specifications (launch year alone is blocked)
🔎 Data verification — Tier 0 (offline existence/trust)
Scored by app.verify; posted by TechEngineBot. Informational only — the structural gate (app.validate) is separate and authoritative for merge.
Changed records in this PR
975 record(s) scored.
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pie showData
title Verification bands — all records
"Green" : 635
"Yellow" : 340
"Red" : 0
Loading
Category
Distribution
Total
🟢
🟡
🔴
🟢 %
brand
🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨
114
16
98
0
14.0%
soc
🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨
325
89
236
0
27.4%
smartphone
🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨
34
30
4
0
88.2%
tablet
🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨
22
21
1
0
95.5%
watch
🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨
22
21
1
0
95.5%
pda
🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩
14
14
0
0
100.0%
gpu
🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩
401
401
0
0
100.0%
cpu
🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩
43
43
0
0
100.0%
All
🟩🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨
975
635
340
0
65.1%
Full-dataset baseline
105800 record(s) scored.
%%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
title Verification bands — all records
"Green" : 22889
"Yellow" : 81777
"Red" : 1134
Loading
Category
Distribution
Total
🟢
🟡
🔴
🟢 %
brand
🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨
207
24
183
0
11.6%
soc
🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥
2104
231
825
1048
11.0%
smartphone
🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥
93396
17411
75905
80
18.6%
tablet
🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥
3455
238
3216
1
6.9%
watch
🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥
433
39
390
4
9.0%
pda
🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨🟨
140
74
66
0
52.9%
gpu
🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨
2030
1211
819
0
59.7%
cpu
🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥
4035
3661
373
1
90.7%
All
🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟥
105800
22889
81777
1134
21.6%
Hard violations (forced red):
Count
Check
1
!boost_ge_base
green = authoritative source + complete + consistent · yellow = plausible, needs confirmation · red = sparse/weak source or a hard contradiction. Promotion to verified runs in the scheduled verify-network workflow.
Tracked verified coverage is below 50% for watch 4.2% (18/433), tablet 6.3% (219/3455), soc 6.9% (146/2104), brand 11.6% (24/207), smartphone 18.6% (17384/93396), all 20.4% (21591/105800), pda 47.1% (66/140), gpu 49.7% (1009/2030).
Tracked coverage excludes records missing the verified field; see the Missing verified column for those records.
This does not fail validation. Keep imported records verified: false until manual audit, but treat this as follow-up verification work before relying on the affected categories as curated data.
Validation notes
Full advisory outlier listings are suppressed on successful runs because they are dataset-wide and mostly stable between PRs.
Failure runs still include a detailed log excerpt for debugging.
CPU name/tier consistency (desktop mainstream only)
0
CPU single>multi (cinebench/geekbench — should be multi>=single)
0
CPU era-vs-score outliers
8
CPU cross-source ratio outliers (possible wrong-variant)
155
GPU cross-source ratio outliers + sanity
18
Potential blocking lines:
[cpu] DUP name 'Intel Atom D410': ['intel-atom-d410', 'atom-d410']
[cpu] DUP name 'Intel Atom N455': ['atom-n455', 'intel-atom-n455']
[cpu] DUP name 'Intel Atom N475': ['intel-atom-n475', 'atom-n475']
[cpu] DUP name 'Intel Atom N550': ['intel-atom-n550', 'atom-n550']
[cpu] DUP name 'Intel Atom D425': ['atom-d425', 'intel-atom-d425']
[cpu] DUP name 'Intel Atom N470': ['atom-n470', 'intel-atom-n470']
[cpu] DUP name 'Intel Atom D2560': ['atom-d2560', 'intel-atom-d2560']
[cpu] DUP name 'Intel Atom D2550': ['intel-atom-d2550', 'atom-d2550']
[cpu] DUP name 'Intel Atom D2500': ['intel-atom-d2500', 'atom-d2500']
[cpu] DUP name 'Intel Atom 330': ['intel-atom-330', 'atom-330']
[cpu] DUP name 'Intel Atom 230': ['intel-atom-230', 'atom-230']
[cpu] DUP name 'Intel Atom Z530': ['intel-atom-z530', 'atom-z530']
[cpu] DUP name 'Intel Atom N280': ['atom-n280', 'intel-atom-n280']
[cpu] DUP name 'Intel Atom Z3560': ['intel-atom-z3560', 'atom-z3560']
[cpu] DUP name 'Intel Atom Z3530': ['intel-atom-z3530', 'atom-z3530']
[cpu] DUP name 'Intel Atom N2800': ['atom-n2800', 'intel-atom-n2800']
[cpu] DUP name 'Intel Atom D2700': ['intel-atom-d2700', 'atom-d2700']
[cpu] DUP name 'Intel Atom N570': ['intel-atom-n570', 'atom-n570']
23:03:54 [build] 2 page(s) built in 76.32s
23:03:54 [build] Complete!
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Closes #1
Summary
Cross-referenced unverified smartphone records (batch 5, 300 sampled records with no overlap against the 1,000 records judged in batches 1–4) against English Wikipedia using exact heading matching and multi-spec verification safeguards.
Verification Results
Safeguard Details
GSMArena, PhoneDB, DeviceSpecifications, and Namuwiki were not requested.