data(cpu): import Kaggle unverified specs

[Seungpyo1007]

Summary

• Import Kaggle CPU specification records as unverified seed data.
• Keep benchmark fields null because the Kaggle rank column is an ordering/rank, not a benchmark score.
• Exclude rows with unknown manufacturer/category or names that duplicate existing curated records.
• Remove 5 duplicate GPU records introduced by the previous Kaggle GPU import so strict integrity validation can pass.
• Regenerate the static public dump under site/public.

Source

• https://www.kaggle.com/datasets/lincolnzh/cpu-specifications-dataset

Validation

• python -m app.validate passed
• python ../TechEngine/integrity_check.py data --strict passed

Notes

• All imported CPU records use verified: false.
• This PR uses the reusable data/import-staging branch for future data imports.

[TechEngineBot]

TechEngine change review: PASS

• PR: data(cpu): import Kaggle unverified specs #16
• Ref: detached
• Commit: 2b9e286
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/27673597232

Check	Result
python -m app.validate	PASS
python integrity_check.py TechAPI/data --strict	PASS

Changed data

Category	Added	Modified	Deleted	Added verified	Added unverified	Added Kaggle-sourced
brand	0	0	0	0	0	0
soc	0	0	0	0	0	0
smartphone	0	0	0	0	0	0
gpu	0	0	5	0	0	0
cpu	3001	0	0	0	3001	3001

Changed record examples

gpu deleted

• gpu/nvidia/2014/enterprise/tesla-k80.json - Tesla K80
• gpu/nvidia/2016/enterprise/tesla-p4.json - Tesla P4
• gpu/nvidia/2016/enterprise/tesla-p40.json - Tesla P40
• gpu/nvidia/2018/enterprise/tesla-t4.json - Tesla T4
• gpu/nvidia/2022/consumer/rtx-6000-ada-generation.json - RTX 6000 Ada Generation

cpu added

• cpu/amd/2006/enterprise/amd-opteron-885.json - AMD Opteron 885
• cpu/amd/2008/consumer/amd-athlon-64-3700-plus.json - AMD Athlon 64 3700+
• cpu/amd/2008/consumer/amd-athlon-64-x2-dual-core-3600-plus.json - AMD Athlon 64 X2 Dual Core 3600+
• cpu/amd/2008/consumer/amd-athlon-64-x2-dual-core-3800-plus.json - AMD Athlon 64 X2 Dual Core 3800+
• cpu/amd/2008/consumer/amd-athlon-64-x2-dual-core-4000-plus.json - AMD Athlon 64 X2 Dual Core 4000+
• cpu/amd/2008/consumer/amd-athlon-64-x2-dual-core-4200-plus.json - AMD Athlon 64 X2 Dual Core 4200+
• cpu/amd/2008/consumer/amd-athlon-64-x2-dual-core-4400-plus.json - AMD Athlon 64 X2 Dual Core 4400+
• cpu/amd/2008/consumer/amd-athlon-64-x2-dual-core-4600-plus.json - AMD Athlon 64 X2 Dual Core 4600+
• cpu/amd/2008/consumer/amd-athlon-64-x2-dual-core-4800-plus.json - AMD Athlon 64 X2 Dual Core 4800+
• cpu/amd/2008/consumer/amd-athlon-64-x2-dual-core-5000-plus.json - AMD Athlon 64 X2 Dual Core 5000+
• cpu/amd/2008/consumer/amd-athlon-64-x2-dual-core-5200-plus.json - AMD Athlon 64 X2 Dual Core 5200+
• cpu/amd/2008/consumer/amd-athlon-64-x2-dual-core-5400-plus.json - AMD Athlon 64 X2 Dual Core 5400+
• cpu/amd/2008/consumer/amd-athlon-64-x2-dual-core-5600-plus.json - AMD Athlon 64 X2 Dual Core 5600+
• cpu/amd/2008/consumer/amd-athlon-64-x2-dual-core-6000-plus.json - AMD Athlon 64 X2 Dual Core 6000+
• cpu/amd/2008/consumer/amd-athlon-64-x2-dual-core-6400-plus.json - AMD Athlon 64 X2 Dual Core 6400+
• ... 2986 more

Heuristic review

• Added records by manufacturer/brand: intel: 2085, amd: 902, via: 14
• Added records by source class: kaggle: 3001
• Heuristic warnings: none found.

[TechEngineBot]

TechEngine validation stats: PASS

• PR: data(cpu): import Kaggle unverified specs #16
• Ref: detached
• Commit: 2b9e286
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/27673597232

Data summary

Category	Total	Verified	Unverified	Missing verified	Verified %
brand	129	0	0	129	n/a
soc	123	58	65	0	47.2%
smartphone	367	184	183	0	50.1%
gpu	1972	0	1972	0	0.0%
cpu	3977	976	3001	0	24.5%
all	6568	1218	5221	129	18.9%

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=3977 GPU=1972
✅ integrity gate: no hard anomalies.

Integrity section	Flagged lines
structural	0
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)	152
GPU cross-source ratio outliers + sanity	18