data(verify): verified promotions (2026-06-23)

[Seungpyo1007]

Automated verified promotions from app.verify promote. Each change flips only the verified flag; structural validator passed and diff scope guarded. Review before merge. Closes #1

[TechEngineBot]

🔎 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

23 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" : 23
    "Yellow" : 0
    "Red" : 0

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Category	Distribution	Total	🟢	🟡	🔴	🟢 %
tablet	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	23	23	0	0	100.0%
All	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	23	23	0	0	100.0%

Full-dataset baseline

101954 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" : 10019
    "Yellow" : 89472
    "Red" : 2463

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Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	189	10	179	0	5.3%
soc	🟩🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥🟥	2104	123	680	1301	5.8%
smartphone	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	90118	8453	80547	1118	9.4%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3048	174	2846	28	5.7%
watch	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	378	11	357	10	2.9%
pda	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟥	110	27	77	6	24.5%
gpu	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	2030	245	1785	0	12.1%
cpu	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨	3977	976	3001	0	24.5%
All	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	101954	10019	89472	2463	9.8%

_{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]

TechEngine change review: PASS

• PR: data(verify): verified promotions (2026-06-23) #81
• Ref: verify/promote-28002668986
• Commit: 034f2a6
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/28002956281

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(verify): verified promotions (2026-06-23) #81
• Ref: verify/promote-28002668986
• Commit: 034f2a6
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/28002956281

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	189	9	180	0	189	4.8%
soc	2104	120	1984	0	2104	5.7%
smartphone	90118	346	89772	0	90118	0.4%
tablet	3048	24	3024	0	3048	0.8%
watch	378	4	374	0	378	1.1%
pda	110	1	109	0	110	0.9%
gpu	2030	242	1788	0	2030	11.9%
cpu	3977	976	3001	0	3977	24.5%
all	101954	1722	100232	0	101954	1.7%

Warning

Tracked verified coverage is below 50% for smartphone 0.4% (346/90118), tablet 0.8% (24/3048), pda 0.9% (1/110), watch 1.1% (4/378), all 1.7% (1722/101954), brand 4.8% (9/189), soc 5.7% (120/2104), gpu 11.9% (242/2030), 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