data(verify): verified promotions (2026-06-29)

[TechEngineBot]

Automated verified promotions from app.verify promote (run in TechEngine). 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

2 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" : 0
    "Yellow" : 2
    "Red" : 0

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
gpu	🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	2	0	2	0	0.0%
All	🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	2	0	2	0	0.0%

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" : 10029
    "Yellow" : 89462
    "Red" : 2463

Loading

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	986	2991	0	24.8%
All	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	101954	10029	89462	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 (2026-06-29) #95
• Ref: verify/promote-28360785031
• Commit: 592a770
• Requested by: @TechEngineBot
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/28361164809

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	2	0	0	0	0
cpu	0	0	0	0	0	0

Changed record examples

gpu modified

• gpu/nvidia/1999/consumer/geforce-256.json - GeForce 256
• gpu/nvidia/1999/consumer/riva-tnt2.json - RIVA TNT2

Heuristic review

• Heuristic warnings: none found.

[TechEngineBot]

TechEngine validation stats: PASS

• PR: data(verify): verified promotions (2026-06-29) #95
• Ref: verify/promote-28360785031
• Commit: 592a770
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/28361164809

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	189	10	179	0	189	5.3%
soc	2104	123	1981	0	2104	5.8%
smartphone	90118	8453	81665	0	90118	9.4%
tablet	3048	174	2874	0	3048	5.7%
watch	378	11	367	0	378	2.9%
pda	110	27	83	0	110	24.5%
gpu	2030	246	1784	0	2030	12.1%
cpu	3977	986	2991	0	3977	24.8%
all	101954	10030	91924	0	101954	9.8%

Warning

Tracked verified coverage is below 50% for watch 2.9% (11/378), brand 5.3% (10/189), tablet 5.7% (174/3048), soc 5.8% (123/2104), smartphone 9.4% (8453/90118), all 9.8% (10030/101954), gpu 12.1% (246/2030), pda 24.5% (27/110), 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