release: verification 20.16% per record / 34.01% per product

[Seungpyo1007]

Release of 5 commits. Merging deploys the site and notifies TechEngine.

records  105,742   verified 21,314  = 20.16%   (was 20.11%)
models    62,148   verified 21,136  = 34.01%   (was 33.92%)

CPU moved 65.25% → 66.61%.

What is in it

54 CPU promotions. passmark_multi_ge_single asserted passmark_cpu_mark >= passmark_single, but those are two separately normalised PassMark scales, so the comparison is not meaningful. All 51 single-core parts failed it, and failure tracked absolute weakness rather than parallelism (failing CPU Mark median 641 against 19,657 for passing), with near-ties at the boundary — Core 2 Duo E8600 at 1378 vs 1388. Dropped; Cinebench and Geekbench keep their multi ≥ single checks because those report one scale (GetTechAPI/TechEngine#58).

The submodule pointer is moving again. bump-engine had failed 9 consecutive times since 2026-08-03 — TechEngine carries TechAPI back as a submodule, and git submodule update --recursive walked that cycle, re-fetching the million-file data tree at each level until the runner ran out of disk. Dropping --recursive fixed it; this release carries the first successful bump since (d84bcec), which is what finally brings the merged engine fixes into the pointer TechAPI publishes.

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

54 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" : 54
    "Yellow" : 0
    "Red" : 0

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Category	Distribution	Total	🟢	🟡	🔴	🟢 %
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	54	54	0	0	100.0%
All	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	54	54	0	0	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" : 21313
    "Yellow" : 83228
    "Red" : 1201

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	207	24	183	0	11.6%
soc	🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥	2104	146	844	1114	6.9%
smartphone	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93396	17382	75934	80	18.6%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3455	218	3236	1	6.3%
watch	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	433	18	410	5	4.2%
pda	🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨🟨	140	66	74	0	47.1%
gpu	🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨	2030	810	1220	0	39.9%
cpu	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟥	3977	2649	1327	1	66.6%
All	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	105742	21313	83228	1201	20.2%

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]

TechEngine change review: PASS

• PR: release: verification 20.16% per record / 34.01% per product #159
• Ref: develop
• Commit: 8a66b41
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/31447140874

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	54	0	0	0	0

Changed record examples

cpu modified

• 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-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+
• cpu/amd/2008/consumer/amd-sempron-2400-plus.json - AMD Sempron 2400+
• cpu/amd/2008/consumer/amd-sempron-3300-plus.json - AMD Sempron 3300+
• cpu/amd/2008/consumer/amd-turion-64-mobile-ml-32.json - AMD Turion 64 Mobile ML-32
• cpu/amd/2008/consumer/amd-turion-x2-dual-core-mobile-rm-72.json - AMD Turion X2 Dual-Core Mobile RM-72
• cpu/amd/2008/enterprise/amd-opteron-144.json - AMD Opteron 144
• cpu/amd/2008/enterprise/amd-opteron-175.json - AMD Opteron 175
• cpu/amd/2009/consumer/amd-athlon-1640b.json - AMD Athlon 1640B
• cpu/amd/2009/consumer/amd-athlon-2650e.json - AMD Athlon 2650e
• cpu/amd/2009/consumer/amd-athlon-2850e.json - AMD Athlon 2850e
• cpu/amd/2009/consumer/amd-athlon-5000-dual-core.json - AMD Athlon 5000 Dual-Core
• ... 39 more

Heuristic review

• Heuristic warnings: none found.

[TechEngineBot]

TechEngine validation stats: PASS

• PR: release: verification 20.16% per record / 34.01% per product #159
• Ref: develop
• Commit: 8a66b41
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/31447140874

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	207	24	183	0	207	11.6%
soc	2104	146	1958	0	2104	6.9%
smartphone	93396	17384	76012	0	93396	18.6%
tablet	3455	218	3237	0	3455	6.3%
watch	433	18	415	0	433	4.2%
pda	140	66	74	0	140	47.1%
gpu	2030	809	1221	0	2030	39.9%
cpu	3977	2649	1328	0	3977	66.6%
all	105742	21314	84428	0	105742	20.2%

Warning

Tracked verified coverage is below 50% for watch 4.2% (18/433), tablet 6.3% (218/3455), soc 6.9% (146/2104), brand 11.6% (24/207), smartphone 18.6% (17384/93396), all 20.2% (21314/105742), gpu 39.9% (809/2030), pda 47.1% (66/140).
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