feat(data/cpu): add 85 Intel Atom CPUs (2010-2022) from Wikipedia

[Seungpyo1007]

Summary

85 new Intel Atom CPU records from List_of_Intel_Atom_processors, across 16 families from Tunnel Creek (2010) to Parker Ridge (2022). They were generated with the corrected ingest parser from TechEngine #90.

• Why this page is reliable: the Atom page is built from {{cpulist}} templates with named fields (cores=, freq=, tdp=, date=), so values can't shift between columns.
• Values checked against the page text: Atom C3950 → 16 cores, 1.7/2.2 GHz, 24 W, Denverton 14 nm, 2017-08. Atom E660T → 3.6 W rounds to 4. Atom C2508 → 9.5 W rounds to 10.
• Deduplicated beyond exact slugs: 173 candidates were already in the dataset under a different slug form (e.g. intel-atom-z3580 vs atom-z3580) and were skipped. The stock ingest only dedups exact slugs, which would have created 112 duplicates.
• Excluded: AMD candidates (EPYC tables still mis-parse) and 136 rows missing required fields.
• Segments: server 41 (C/P lines), desktop 23, laptop 21.
• Not in this PR: the dump refresh. It goes in the day's combined dump PR.

Closes #1

Test plan

• python -m app.validate passed

[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

85 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" : 85
    "Yellow" : 0
    "Red" : 0

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	85	85	0	0	100.0%
All	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	85	85	0	0	100.0%

Full-dataset baseline

105858 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" : 23625
    "Yellow" : 81137
    "Red" : 1096

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	207	122	85	0	58.9%
soc	🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥	2077	231	824	1022	11.1%
smartphone	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93396	17909	75419	68	19.2%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3455	284	3170	1	8.2%
watch	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	433	39	390	4	9.0%
pda	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	140	83	57	0	59.3%
gpu	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	2030	1211	819	0	59.7%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥	4120	3746	373	1	90.9%
All	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟥	105858	23625	81137	1096	22.3%

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: feat(data/cpu): add 85 Intel Atom CPUs (2010-2022) from Wikipedia #254
• Ref: data/intel-atom-wikipedia-ingest
• Commit: c9e1cdb
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36094980795

Check	Result
python -m app.validate	PASS
New hard integrity anomalies vs PR base	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	85	0	0	0	85	0

Changed record examples

cpu added

• cpu/intel/2010/consumer/atom-e620.json - Intel Atom E620
• cpu/intel/2010/consumer/atom-e620t.json - Intel Atom E620T
• cpu/intel/2010/consumer/atom-e625c.json - Intel Atom E625C
• cpu/intel/2010/consumer/atom-e625ct.json - Intel Atom E625CT
• cpu/intel/2010/consumer/atom-e640.json - Intel Atom E640
• cpu/intel/2010/consumer/atom-e640t.json - Intel Atom E640T
• cpu/intel/2010/consumer/atom-e645c.json - Intel Atom E645C
• cpu/intel/2010/consumer/atom-e645ct.json - Intel Atom E645CT
• cpu/intel/2010/consumer/atom-e660.json - Intel Atom E660
• cpu/intel/2010/consumer/atom-e660t.json - Intel Atom E660T
• cpu/intel/2010/consumer/atom-e665c.json - Intel Atom E665C
• cpu/intel/2010/consumer/atom-e665ct.json - Intel Atom E665CT
• cpu/intel/2010/consumer/atom-e680.json - Intel Atom E680
• cpu/intel/2010/consumer/atom-e680t.json - Intel Atom E680T
• cpu/intel/2011/consumer/atom-z650.json - Intel Atom Z650
• ... 70 more

Heuristic review

• Added records by manufacturer/brand: intel: 85
• Added records by source class: other: 85
• Heuristic warnings: none found.

[TechEngineBot]

TechEngine validation stats: PASS

• PR: feat(data/cpu): add 85 Intel Atom CPUs (2010-2022) from Wikipedia #254
• Ref: data/intel-atom-wikipedia-ingest
• Commit: c9e1cdb
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36094980795

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	207	122	85	0	207	58.9%
soc	2077	193	1884	0	2077	9.3%
smartphone	93396	17501	75895	0	93396	18.7%
tablet	3455	273	3182	0	3455	7.9%
watch	433	39	394	0	433	9.0%
pda	140	74	66	0	140	52.9%
gpu	2030	1028	1002	0	2030	50.6%
cpu	4120	2869	1251	0	4120	69.6%
all	105858	22099	83759	0	105858	20.9%

Warning

Tracked verified coverage is below 50% for tablet 7.9% (273/3455), watch 9.0% (39/433), soc 9.3% (193/2077), smartphone 18.7% (17501/93396), all 20.9% (22099/105858).
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

• The integrity gate blocks only hard anomalies introduced by this PR relative to its merge base.
• 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 (PR head compared with PR base)
loaded CPU=4120 GPU=2030

Integrity section	Flagged lines
structural	18
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)	155
GPU cross-source ratio outliers + sanity	18