data(brand): verify next Wikidata batch by Seungpyo1007 · Pull Request #207 · GetTechAPI/TechAPI

Seungpyo1007 · 2026-09-22T18:40:18Z

Summary

Cross-reference the next 80 Brand records (sorted indices 50-129) against Wikidata, with no overlap with the first 50-record batch.
Add Wikidata entity URLs to 49 confirmed records only. Confirmation requires an exact normalized name or Wikidata alias, matching founded year, and matching official website domain or country.
Leave 31 ambiguous, contradictory, or insufficiently corroborated records untouched.

Verification

JSON diff audit: all 49 changed records are in this batch, and each change adds exactly one Wikidata URL to source_urls.
git diff --check passed.

Closes #1

TechEngineBot · 2026-09-22T18:44:08Z

🔎 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

509 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" : 452
    "Yellow" : 57
    "Red" : 0

Category	Distribution	Total	🟢	🟡	🟢 %
brand	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	60	3	57	5.0%
tablet	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	5	5	0	100.0%
gpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	401	401	0	100.0%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	43	43	0	100.0%
All	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨	509	452	57	88.8%

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" : 22731
    "Yellow" : 81868
    "Red" : 1201

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	207	24	183	0	11.6%
soc	🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥	2104	146	844	1114	6.9%
smartphone	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93396	17382	75934	80	18.6%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3455	223	3231	1	6.5%
watch	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	433	18	410	5	4.2%
pda	🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨🟨	140	66	74	0	47.1%
gpu	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	2030	1211	819	0	59.7%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥	4035	3661	373	1	90.7%
All	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟥	105800	22731	81868	1201	21.5%

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.}

TechEngineBot · 2026-09-22T18:49:01Z

TechEngine change review: FAIL

PR: data(brand): verify next Wikidata batch #207
Ref: feat/brand-wikidata-batch2
Commit: d1fb8c6
Requested by: @Seungpyo1007
Run: https://github.com/GetTechAPI/TechEngine/actions/runs/35768735711

Check	Result
`python -m app.validate`	PASS
`python integrity_check.py TechAPI/data --strict`	FAIL
`cd TechAPI/site && npm ci && npm run build`	PASS

Changed data

Category	Added	Modified	Added unverified
brand	0	60	0
soc	0	0	0
smartphone	0	0	0
tablet	0	5	0
watch	0	0	0
pda	0	0	0
gpu	0	401	0
cpu	42	1	42

Changed record examples

brand modified

brand/ae/thuraya.json - Thuraya
brand/at/emporia.json - Emporia Telecom
brand/ca/ati.json - ATI Technologies
brand/ca/blackberry.json - BlackBerry
brand/ca/matrox.json - Matrox
brand/ch/stmicroelectronics.json - STMicroelectronics
brand/cn/coolpad.json - Coolpad
brand/cn/doogee.json - DOOGEE
brand/cn/gionee.json - Gionee
brand/cn/haier.json - Haier
brand/cn/hisense.json - Hisense
brand/cn/tcl.json - TCL
brand/cn/tecno.json - Tecno Mobile
brand/cn/transsion.json - Transsion Holdings
brand/cn/unisoc.json - UNISOC
... 45 more

tablet modified

tablet/microsoft/2020/surface-duo/surface-duo-global-td-lte-128gb.json - Surface Duo Global TD-LTE 128GB
tablet/microsoft/2020/surface-duo/surface-duo-global-td-lte-256gb.json - Surface Duo Global TD-LTE 256GB
tablet/microsoft/2020/surface-duo/surface-duo-td-lte-us-128gb.json - Surface Duo TD-LTE US 128GB
tablet/microsoft/2020/surface-duo/surface-duo-td-lte-us-256gb.json - Surface Duo TD-LTE US 256GB
tablet/tecno/2017/droipad-7d/droipad-7d-dual-sim.json - DroIpad 7D Dual SIM

gpu modified

gpu/3dfx/1998/consumer/voodoo2-12-mb.json - Voodoo2 12 MB
gpu/3dfx/1998/consumer/voodoo2-8-mb.json - Voodoo2 8 MB
gpu/3dfx/1999/consumer/velocity-100.json - Velocity 100
gpu/3dfx/1999/consumer/voodoo3-1000-agp.json - Voodoo3 1000 AGP
gpu/3dfx/1999/consumer/voodoo3-2000-agp.json - Voodoo3 2000 AGP
gpu/3dfx/1999/consumer/voodoo3-2000-pci.json - Voodoo3 2000 PCI
gpu/3dfx/1999/consumer/voodoo3-3000-agp.json - Voodoo3 3000 AGP
gpu/3dfx/1999/consumer/voodoo3-3000-pci.json - Voodoo3 3000 PCI
gpu/3dfx/1999/consumer/voodoo3-3500-tv-agp.json - Voodoo3 3500 TV AGP
gpu/3dfx/2000/consumer/voodoo4-4500-agp.json - Voodoo4 4500 AGP
gpu/3dfx/2000/consumer/voodoo4-4500-pci.json - Voodoo4 4500 PCI
gpu/amd/2006/consumer/stream-processor.json - Stream Processor
gpu/amd/2007/enterprise/firestream-9170.json - FireStream 9170
gpu/amd/2008/enterprise/firestream-9250.json - FireStream 9250
gpu/amd/2008/enterprise/firestream-9270.json - FireStream 9270
... 386 more

cpu added

cpu/intel/2008/consumer/atom-230.json - Intel Atom 230
cpu/intel/2008/consumer/atom-330.json - Intel Atom 330
cpu/intel/2008/consumer/atom-z500.json - Intel Atom Z500
cpu/intel/2008/consumer/atom-z510.json - Intel Atom Z510
cpu/intel/2008/consumer/atom-z530.json - Intel Atom Z530
cpu/intel/2008/consumer/atom-z540.json - Intel Atom Z540
cpu/intel/2009/consumer/atom-n280.json - Intel Atom N280
cpu/intel/2009/consumer/atom-z510p.json - Intel Atom Z510P
cpu/intel/2009/consumer/atom-z510pt.json - Intel Atom Z510PT
cpu/intel/2009/consumer/atom-z515.json - Intel Atom Z515
cpu/intel/2009/consumer/atom-z520pt.json - Intel Atom Z520PT
cpu/intel/2009/consumer/atom-z530p.json - Intel Atom Z530P
cpu/intel/2009/consumer/atom-z550.json - Intel Atom Z550
cpu/intel/2010/consumer/atom-d410.json - Intel Atom D410
cpu/intel/2010/consumer/atom-d425.json - Intel Atom D425
... 27 more

cpu modified

cpu/amd/2009/enterprise/amd-opteron-185.json - AMD Opteron 185

Heuristic review

Added records by manufacturer/brand: intel: 42
Added records by source class: other: 42
Heuristic warnings: none found.

Changed site

Area	Added	Modified	Deleted
homepage/site	0	4	0

Modified site files

site/astro.config.mjs
site/src/pages/docs.astro
site/src/pages/index.astro
site/src/scripts/techapi.js

TechEngineBot · 2026-09-22T18:49:02Z

TechEngine validation stats: FAIL

PR: data(brand): verify next Wikidata batch #207
Ref: feat/brand-wikidata-batch2
Commit: d1fb8c6
Run: https://github.com/GetTechAPI/TechEngine/actions/runs/35768735711

Data summary

Category	Total	Verified	Unverified	Tracked	Verified % of tracked
brand	207	24	183	207	11.6%
soc	2104	146	1958	2104	6.9%
smartphone	93396	17384	76012	93396	18.6%
tablet	3455	219	3236	3455	6.3%
watch	433	18	415	433	4.2%
pda	140	66	74	140	47.1%
gpu	2030	1009	1021	2030	49.7%
cpu	4035	2725	1310	4035	67.5%
all	105800	21591	84209	105800	20.4%

Warning

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.

Key output:

## app.validate
## integrity_check.py --strict
loaded CPU=4035 GPU=2030
❌ integrity gate: 18 hard anomaly(ies) — blocking refresh.

Integrity section	Flagged lines
structural	18
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']

Detailed validation log excerpt

ark/geekbench_multi] 'Intel Core i7-870 (Lynnfield)': ratio=0.91
  [passmark_cpu_mark/geekbench_multi] 'Intel Atom Z3770 (Bay Trail)': ratio=0.73
  [passmark_cpu_mark/geekbench_multi] 'Intel Xeon Phi 7210': ratio=0.58
  [passmark_cpu_mark/geekbench_multi] 'Intel Atom x5-Z8350 (Cherry Trail)': ratio=0.81
  [passmark_cpu_mark/geekbench_multi] 'Intel Core i7-965 Extreme Edition (Bloomfield)': ratio=0.92
  [passmark_cpu_mark/geekbench_multi] 'Intel Core i7-920 (Bloomfield)': ratio=0.93
  [cinebench_r23_multi/geekbench_multi] 'AMD Athlon II X4 640 (Propus)': ratio=0.95
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 7742': ratio=1.96
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 3970X': ratio=1.92
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 3 3200G': ratio=1.01
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 3950X': ratio=2.07
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 3900X': ratio=1.97
  [cinebench_r23_multi/geekbench_multi] 'AMD A10-7870K (Godavari)': ratio=1.0
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 7763': ratio=2.15
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 5900': ratio=2.14
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 3990X': ratio=2.14
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 7 PRO 4750G': ratio=1.84
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 7 4700GE': ratio=1.79
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 5950X': ratio=2.37
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 5900X': ratio=1.91
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9554': ratio=2.19
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper PRO 5995WX': ratio=2.1
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9654': ratio=2.41
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 7950X': ratio=1.83
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9745': ratio=2.57
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9755': ratio=2.5
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9965': ratio=2.61
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper PRO 7995WX': ratio=2.0
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9825': ratio=2.56
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9845': ratio=2.56
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 9950X': ratio=1.91
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 9900X': ratio=1.78
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 5 5500GT': ratio=0.85
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 2990WX': ratio=1.79
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 3 2200G': ratio=0.95
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 3 1200': ratio=0.88
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 3 1300X': ratio=0.87
  [cinebench_r23_multi/geekbench_multi] 'AMD A10-9700 (Bristol Ridge)': ratio=1.04
  [cinebench_r23_multi/geekbench_multi] 'AMD A10-7850K (Kaveri)': ratio=1.0
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9985 (Turin refresh)': ratio=2.43
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 9970X3D': ratio=1.89
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 9960X': ratio=2.03
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 9980X': ratio=2.5
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper PRO 9995WX': ratio=2.33
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 9970X': ratio=2.24
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 9950X3D': ratio=1.88
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 9900X3D': ratio=1.8
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper PRO 7955WX': ratio=1.85
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper PRO 7965WX': ratio=1.96
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9754': ratio=2.5
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 7980X': ratio=1.96
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper PRO 7985WX': ratio=2.33
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper PRO 7975WX': ratio=2.12
  [cinebench_r23_multi/geekbench_multi] 'AMD EPYC 9684X': ratio=2.42
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen Threadripper 7960X': ratio=1.96
  [cinebench_r23_multi/geekbench_multi] 'AMD Ryzen 9 7950X3D': ratio=1.94
  [cinebench_r23_multi/geekbench_multi] 'Loongson 3A6000': ratio=1.03
  [cinebench_r23_multi/geekbench_multi] 'Microsoft Azure Cobalt 100': ratio=2.17
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon Platinum 8280': ratio=1.81
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon W-3175X': ratio=1.79
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i7-1065G7 (Ice Lake-U)': ratio=1.0
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i5-750 (Lynnfield)': ratio=1.04
  [cinebench_r23_multi/geekbench_multi] 'Intel Atom Z3770 (Bay Trail)': ratio=0.9
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i7-4500U (Haswell-U)': ratio=1.0
  [cinebench_r23_multi/geekbench_multi] 'Intel Atom x5-Z8350 (Cherry Trail)': ratio=0.86
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i7-6500U (Skylake-U)': ratio=1.0
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon Gold 6338 (Ice Lake-SP)': ratio=1.88
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon Platinum 8380': ratio=1.95
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon W-3375': ratio=2.17
  [cinebench_r23_multi/geekbench_multi] 'Intel Celeron G5905 (Comet Lake)': ratio=0.88
  [cinebench_r23_multi/geekbench_multi] 'Intel Pentium Gold G6400 (Comet Lake)': ratio=1.04
  [cinebench_r23_multi/geekbench_multi] 'Intel Pentium Gold G7400 (Alder Lake)': ratio=0.99
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i3-12300': ratio=0.89
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i9-13900K': ratio=1.95
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i5-2500K (Sandy Bridge)': ratio=1.04
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon 6960P (Granite Rapids)': ratio=2.42
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon 6780E': ratio=2.64
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon 6980P': ratio=2.6
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i3-14100': ratio=0.9
  [cinebench_r23_multi/geekbench_multi] 'Intel Core Ultra 5 228V': ratio=0.82
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i7-14700': ratio=1.81
  [cinebench_r23_multi/geekbench_multi] 'Intel Core Ultra 7 268V': ratio=0.83
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i9-14900KS': ratio=1.93
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i9-14900HX': ratio=1.84
  [cinebench_r23_multi/geekbench_multi] 'Intel Core Ultra 9 285': ratio=1.89
  [cinebench_r23_multi/geekbench_multi] 'Intel Core Ultra 9 285K': ratio=1.84
  [cinebench_r23_multi/geekbench_multi] 'Intel Core Ultra 9 285KF': ratio=1.84
  [cinebench_r23_multi/geekbench_multi] 'Intel Core Ultra 7 265F': ratio=1.82
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i7-8550U (Kaby Lake R)': ratio=1.0
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon Platinum 8180 (Skylake-SP)': ratio=1.82
  [cinebench_r23_multi/geekbench_multi] 'Intel Pentium G4560 (Kaby Lake)': ratio=1.04
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i7-7500U (Kaby Lake-U)': ratio=1.02
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i7-5500U (Broadwell-U)': ratio=1.0
  [cinebench_r23_multi/geekbench_multi] 'Intel Pentium G3258 Anniversary Edition (Haswell)': ratio=0.89
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon 6781E (Clearwater Forest)': ratio=2.42
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon 6781P (Granite Rapids refresh)': ratio=2.68
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon w9-3595X (Emerald Rapids-WS)': ratio=2.19
  [cinebench_r23_multi/geekbench_multi] 'Intel Core Ultra 9 275HX': ratio=1.84
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon w9-3495X': ratio=2.16
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon CPU Max 9480': ratio=2.23
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon CPU Max 9468': ratio=2.19
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon Platinum 8480+': ratio=2.22
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon w9-3475X': ratio=2.04
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon CPU Max 9462': ratio=2.08
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon CPU Max 9460': ratio=2.15
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon Platinum 8592+': ratio=2.26
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon Platinum 8452Y': ratio=5.48
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon Gold 6448H (Sapphire Rapids)': ratio=2.05
  [cinebench_r23_multi/geekbench_multi] 'Intel Xeon CPU Max 9470': ratio=2.21
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i9-14900K': ratio=2.02
  [cinebench_r23_multi/geekbench_multi] 'Intel Processor N100': ratio=1.0
  [cinebench_r23_multi/geekbench_multi] 'Intel Processor N50': ratio=0.93
  [cinebench_r23_multi/geekbench_multi] 'Intel Processor N200': ratio=1.0
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i9-13900KS': ratio=1.96
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i3-13100': ratio=0.9
  [cinebench_r23_multi/geekbench_multi] 'Intel Processor N97': ratio=1.0
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i9-13980HX': ratio=1.78
  [cinebench_r23_multi/geekbench_multi] 'Intel Core Ultra 7 155U': ratio=1.0
  [cinebench_r23_multi/geekbench_multi] 'Intel Core Ultra 5 135U': ratio=1.0
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i7-14700K': ratio=1.86
  [cinebench_r23_multi/geekbench_multi] 'Intel Core i7-14700KF': ratio=1.83
  [cinebench_r23_multi/geekbench_multi] 'Ampere Altra Max M128-30': ratio=2.11
  [cinebench_r23_multi/geekbench_multi] 'Ampere AmpereOne A192-32X': ratio=2.4
  [cinebench_r23_multi/geekbench_multi] 'NVIDIA Grace CPU Superchip': ratio=2.2
  [cinebench_r23_multi/geekbench_multi] 'Qualcomm Snapdragon X Plus X1P-64-100': ratio=0.96
  [cinebench_r23_multi/geekbench_multi] 'Qualcomm Snapdragon X Plus X1P-42-100': ratio=0.86
  [cinebench_r23_multi/geekbench_multi] 'Qualcomm Snapdragon X Elite X1E-80-100': ratio=1.03
  [cinebench_r23_multi/geekbench_multi] 'Qualcomm Snapdragon X X1-26-100': ratio=0.7
  [cinebench_2024_multi/cinebench_r23_multi] 'AMD Ryzen 5 5500GT': ratio=0.09
  [cinebench_2024_multi/cinebench_r23_multi] 'Intel Core i9-10920X': ratio=0.04
  [cinebench_2024_multi/cinebench_r23_multi] 'Intel Xeon W-3175X': ratio=0.07
  [cinebench_2024_multi/cinebench_r23_multi] 'Intel Core i9-10900K': ratio=0.09
  [cinebench_2024_multi/cinebench_r23_multi] 'Intel Core i9-13900F': ratio=0.04
  [cinebench_2024_multi/cinebench_r23_multi] 'Qualcomm Snapdragon X Plus X1P-42-100': ratio=0.07
  [cinebench_2024_multi/cinebench_r23_multi] 'Qualcomm Snapdragon X X1-26-100': ratio=0.09

### GPU cross-source ratio outliers + sanity
  [passmark_g3d_mark/timespy_score] 'Radeon HD 6850': ratio=0.4
  [passmark_g3d_mark/timespy_score] 'Radeon HD 5670': ratio=0.2
  [passmark_g3d_mark/timespy_score] 'Radeon HD 4670': ratio=0.27
  [passmark_g3d_mark/timespy_score] 'GeForce GTS 450': ratio=5.48
  [passmark_g3d_mark/timespy_score] 'GeForce GTS 250': ratio=0.51
  [fp32_tflops/timespy_score] 'Radeon HD 6850': ratio=0.0
  [fp32_tflops/timespy_score] 'Radeon HD 5670': ratio=0.0
  [fp32_tflops/timespy_score] 'Radeon HD 5850': ratio=0.0
  [fp32_tflops/timespy_score] 'Radeon Pro W7800': ratio=0.0
  [fp32_tflops/timespy_score] 'Radeon Pro W7900': ratio=0.0
  [fp32_tflops/timespy_score] 'Radeon HD 4670': ratio=0.0
  [fp32_tflops/timespy_score] 'GeForce GTS 250': ratio=0.0
  [fp32_tflops/timespy_score] 'RTX 6000 Ada Generation': ratio=0.0
  [fp32_tflops/timespy_score] 'GeForce 9600 GT': ratio=0.0
  [passmark_g3d_mark/fp32_tflops] 'GeForce GTX 465': ratio=6194.38
  [passmark_g3d_mark/fp32_tflops] 'GeForce GTX 480': ratio=6068.45
  [passmark_g3d_mark/fp32_tflops] 'L40': ratio=302.2
  [passmark_g3d_mark/fp32_tflops] 'RTX PRO 6000 Blackwell Workstation Edition': ratio=303.69

(no lines under a section = clean)

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data(brand): add Wikidata provenance for second batch

d1fb8c6

Seungpyo1007 added enhancement New feature or request data Dataset changes labels Sep 22, 2026

Seungpyo1007 added this to the Massive dataset rebuild (1989-2026) milestone Sep 22, 2026

github-actions Bot assigned Seungpyo1007 and TechEngineBot Sep 22, 2026

github-actions Bot mentioned this pull request Sep 22, 2026

Massive dataset rebuild: CPU + brand + GPU + smartphone + SoC (1989-2026) #1

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Seungpyo1007 added this to TechAPI-Project Sep 22, 2026

Seungpyo1007 merged commit e405cc8 into develop Sep 22, 2026
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data(brand): verify next Wikidata batch - #207

data(brand): verify next Wikidata batch#207
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Seungpyo1007 commented Sep 22, 2026

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Seungpyo1007 commented Sep 22, 2026

Summary

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TechEngineBot commented Sep 22, 2026

🔎 Data verification — Tier 0 (offline existence/trust)

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TechEngineBot commented Sep 22, 2026

TechEngine change review: FAIL

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TechEngine validation stats: FAIL

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