data(verify): verified promotions (2026-07-31) by TechEngineBot · Pull Request #140 · GetTechAPI/TechAPI

TechEngineBot · 2026-07-31T06:25:12Z

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

Auto-promotions from the verification layer (green+live-source or crossref-confirm). Each flip is verified:false->true only; see data/_verify/ledger.jsonl. Refs #1

TechEngineBot · 2026-07-31T06:34:24Z

🔎 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

4749 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" : 4749
    "Yellow" : 0
    "Red" : 0

Category	Distribution	Total	🟢	🟢 %
brand	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	14	14	100.0%
smartphone	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	3149	3149	100.0%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	1586	1586	100.0%
All	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	4749	4749	100.0%

Full-dataset baseline

105742 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" : 14778
    "Yellow" : 89175
    "Red" : 1789

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	207	24	183	0	11.6%
soc	🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥	2104	123	804	1177	5.8%
smartphone	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93396	11602	81206	588	12.4%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3455	174	3266	15	5.0%
watch	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	433	11	415	7	2.5%
pda	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	140	27	112	1	19.3%
gpu	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	2030	245	1785	0	12.1%
cpu	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟥	3977	2572	1404	1	64.7%
All	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	105742	14778	89175	1789	14.0%

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 · 2026-07-31T07:21:30Z

TechEngine change review: PASS

PR: data(verify): verified promotions (2026-07-31) #140
Ref: verify/promote-30605925058
Commit: b6229fa
Requested by: @TechEngineBot
Run: https://github.com/GetTechAPI/TechEngine/actions/runs/30609605721

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	14	0	0	0	0
soc	0	0	0	0	0	0
smartphone	0	3149	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	1586	0	0	0	0

Changed record examples

brand modified

brand/cn/chuwi.json - Chuwi
brand/cn/colorful.json - Colorful
brand/cn/koorui.json - KOORUI
brand/fr/thomson.json - Thomson
brand/tw/aoc.json - AOC
brand/tw/aopen.json - AOpen
brand/tw/thermaltake.json - Thermaltake
brand/us/alienware.json - Alienware
brand/us/elo.json - Elo Touch Solutions
brand/us/kensington.json - Kensington
brand/us/planar.json - Planar Systems
brand/us/sceptre.json - Sceptre
brand/us/targus.json - Targus
brand/us/viewsonic.json - ViewSonic

smartphone modified

smartphone/acer/2009/m900/acer-m900-beridzeg45-6812-1gb.json - Acer M900
smartphone/acer/2011/allegro/acer-allegro-beridzeg45-6805-8gb.json - Acer Allegro
smartphone/acer/2012/liquid-gallant-duo/acer-liquid-gallant-duo-beridzeg45-132-1gb.json - Acer Liquid Gallant Duo
smartphone/acer/2012/liquid-gallant-e350/acer-liquid-gallant-e350-beridzeg45-3086-1gb.json - Acer Liquid Gallant E350
smartphone/acer/2013/liquid-c1/acer-liquid-c1-beridzeg45-941-1gb.json - Acer Liquid C1
smartphone/acer/2013/liquid-e1/acer-liquid-e1-beridzeg45-4129-1gb.json - Acer Liquid E1
smartphone/acer/2013/liquid-s2/acer-liquid-s2-beridzeg45-5796-2gb.json - Acer Liquid S2
smartphone/acer/2014/liquid-e3-duo-plus/acer-liquid-e3-duo-plus-beridzeg45-1348-2gb.json - Acer Liquid E3 Duo Plus
smartphone/acer/2014/liquid-e3/acer-liquid-e3-beridzeg45-464-1gb.json - Acer Liquid E3
smartphone/acer/2014/liquid-e700/acer-liquid-e700-beridzeg45-1565-1gb.json - Acer Liquid E700
smartphone/acer/2014/liquid-jade-s/acer-liquid-jade-s-beridzeg45-3995-2gb.json - Acer Liquid Jade S
smartphone/acer/2014/liquid-jade/acer-liquid-jade-beridzeg45-925-1gb.json - Acer Liquid Jade
smartphone/acer/2014/liquid-x1/acer-liquid-x1-beridzeg45-4190-2gb.json - Acer Liquid X1
smartphone/acer/2014/liquid-z500/acer-liquid-z500-beridzeg45-5342-1gb.json - Acer Liquid Z500
smartphone/acer/2015/liquid-jade-z/acer-liquid-jade-z-beridzeg45-723-1gb.json - Acer Liquid Jade Z
... 3134 more

cpu modified

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-4000-plus.json - AMD Athlon 64 X2 Dual Core 4000+
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-5200-plus.json - AMD Athlon 64 X2 Dual Core 5200+
cpu/amd/2008/consumer/amd-sempron-2800-plus.json - AMD Sempron 2800+
cpu/amd/2008/consumer/amd-sempron-3800-plus.json - AMD Sempron 3800+
cpu/amd/2009/consumer/amd-phenom-ii-x2-545.json - AMD Phenom II X2 545
cpu/amd/2009/consumer/amd-phenom-ii-x2-550.json - AMD Phenom II X2 550
cpu/amd/2009/consumer/amd-phenom-ii-x2-b53.json - AMD Phenom II X2 B53
cpu/amd/2009/consumer/amd-phenom-ii-x2-b55.json - AMD Phenom II X2 B55
cpu/amd/2009/consumer/amd-phenom-ii-x3-705e.json - AMD Phenom II X3 705e
cpu/amd/2009/consumer/amd-phenom-ii-x3-710.json - AMD Phenom II X3 710
... 1571 more

Heuristic review

Heuristic warnings: none found.

TechEngineBot · 2026-07-31T07:21:31Z

TechEngine validation stats: PASS

PR: data(verify): verified promotions (2026-07-31) #140
Ref: verify/promote-30605925058
Commit: b6229fa
Run: https://github.com/GetTechAPI/TechEngine/actions/runs/30609605721

Data summary

Category	Total	Verified	Unverified	Tracked	Verified % of tracked
brand	207	24	183	207	11.6%
soc	2104	123	1981	2104	5.8%
smartphone	93396	11602	81794	93396	12.4%
tablet	3455	174	3281	3455	5.0%
watch	433	11	422	433	2.5%
pda	140	27	113	140	19.3%
gpu	2030	244	1786	2030	12.0%
cpu	3977	2572	1405	3977	64.7%
all	105742	14777	90965	105742	14.0%

Warning

Tracked verified coverage is below 50% for watch 2.5% (11/433), tablet 5.0% (174/3455), soc 5.8% (123/2104), brand 11.6% (24/207), gpu 12.0% (244/2030), smartphone 12.4% (11602/93396), all 14.0% (14777/105742), pda 19.3% (27/140).
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

data(verify): promote records to verified (reality cross-reference)

b6229fa

Auto-promotions from the verification layer (green+live-source or crossref-confirm). Each flip is verified:false->true only; see data/_verify/ledger.jsonl. Refs #1

github-actions Bot assigned TechEngineBot Jul 31, 2026

github-actions Bot added data Dataset changes enhancement New feature or request labels Jul 31, 2026

github-actions Bot added this to the Massive dataset rebuild (1989-2026) milestone Jul 31, 2026

Seungpyo1007 merged commit 30ea2b5 into main Jul 31, 2026
5 checks passed

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data(verify): verified promotions (2026-07-31) - #140

data(verify): verified promotions (2026-07-31)#140
Seungpyo1007 merged 1 commit into
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verify/promote-30605925058

TechEngineBot commented Jul 31, 2026 •

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TechEngineBot commented Jul 31, 2026

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

Changed records in this PR

Full-dataset baseline

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TechEngineBot commented Jul 31, 2026

TechEngine change review: PASS

Changed data

Changed record examples

brand modified

smartphone modified

cpu modified

Heuristic review

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TechEngineBot commented Jul 31, 2026

TechEngine validation stats: PASS

Data summary

Validation notes

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TechEngineBot commented Jul 31, 2026 •

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