data(brand): enrich logo/website/founded_year from Wikidata

[Seungpyo1007]

Summary

Enrich brand metadata from authoritative Wikidata (P154 logo, P856 website, P571 inception):

• logo_url for 17 brands
• website for 26 brands
• founded_year for 21 brands

All values come from Wikidata entities filtered by a description guard (must read as a company/electronics/phone/tech entity), which correctly skips wrong-name collisions (Amoi→Indonesian village, Bird→surname, etc.). Gap-only: existing values (incl. the hand-verified founded_years from #46) are never overwritten. Matching site/public/v1/brands dump details refreshed.

Verification

• python -m app.validate PASS
• python TechEngine/integrity_check.py data --strict PASS
• git diff --check origin/main...HEAD PASS
• Logo URLs use the stable commons.wikimedia.org/wiki/Special:FilePath/<file> redirect. Local site build skipped (worktree without node_modules; build-safe metadata; TechEngine homepage validation builds).

Closes #1

[TechEngineBot]

TechEngine change review: PASS

• PR: data(brand): enrich logo/website/founded_year from Wikidata #47
• Ref: data/brand-wikidata
• Commit: 9a67ffc
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/27916251028

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
tablet	0	0	0	0	0	0
watch	0	0	0	0	0	0
pda	0	0	0	0	0	0
gpu	0	0	0	0	0	0
cpu	0	0	0	0	0	0

Changed record examples

• No data file changes detected.

Heuristic review

• Heuristic warnings: none found.

[TechEngineBot]

TechEngine validation stats: PASS

• PR: data(brand): enrich logo/website/founded_year from Wikidata #47
• Ref: data/brand-wikidata
• Commit: 9a67ffc
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/27916251028

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	189	0	189	0	189	0.0%
soc	2104	58	2046	0	2104	2.8%
smartphone	90118	184	89934	0	90118	0.2%
tablet	3048	0	3048	0	3048	0.0%
watch	378	0	378	0	378	0.0%
pda	110	0	110	0	110	0.0%
gpu	2030	0	2030	0	2030	0.0%
cpu	3977	976	3001	0	3977	24.5%
all	101954	1218	100736	0	101954	1.2%

Warning

Tracked verified coverage is below 50% for brand 0.0% (0/189), tablet 0.0% (0/3048), watch 0.0% (0/378), pda 0.0% (0/110), gpu 0.0% (0/2030), smartphone 0.2% (184/90118), all 1.2% (1218/101954), soc 2.8% (58/2104), and 1 more.
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=3977 GPU=2030
✅ 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