data(smartphone): import 5000 PhoneDB raw variants

[Seungpyo1007]

Summary

• import 45 curated smartphone seed records from the Mobiles Dataset 2025 Kaggle CSV
• import 5,000 PhoneDB raw smartphone variant records from the mobile phones specs Kaggle CSV
• keep all newly imported records as verified: false for later TechEngine/manual audit
• refresh the published site/public/v1 smartphone indexes and detail JSON

Data sources

• https://www.kaggle.com/datasets/abdulmalik1518/mobiles-dataset-2025
• https://www.kaggle.com/datasets/sady36/mobile-phones-specs

Import notes

• this PR intentionally expands quantity using PhoneDB variant rows, including regional/model-code variants
• obvious tablet-like rows and validator-out-of-range rows were skipped
• fractional RAM values from PhoneDB were normalized upward to match TechEngine's integer response schema
• all imported records remain unverified until manual or TechEngine follow-up review

Verification

• python -m app.validate PASS
• python TechEngine\integrity_check.py data --strict PASS
• cd site && npm.cmd run build PASS
• git diff --check PASS

Closes #1

[TechEngineBot]

TechEngine change review: PASS

• PR: data(smartphone): import 5000 PhoneDB raw variants #25
• Ref: data/import-staging
• Commit: 8cddbca
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/27800586015

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	5045	0	0	0	5045	5045
gpu	0	0	0	0	0	0
cpu	0	0	0	0	0	0

Changed record examples

smartphone added

• smartphone/alcatel/2016/one-touch-pop-4-global-dual-sim-lte-5056d-pop-4-plus.json - One Touch Pop 4+ Global Dual SIM LTE 5056D / Pop 4 Plus
• smartphone/alcatel/2016/one-touch-pop-4-lte-latam-5056a-pop-4-plus.json - One Touch Pop 4+ LTE LATAM 5056A / Pop 4 Plus
• smartphone/alcatel/2016/one-touch-pop-4-plus-dual-sim-lte-am-5056e-pop-4.json - One Touch Pop 4 Plus Dual SIM LTE AM 5056E / Pop 4+
• smartphone/alcatel/2016/one-touch-pop-4-plus-lte-am-5056g-pop-4.json - One Touch Pop 4 Plus LTE AM 5056G / Pop 4+
• smartphone/alcatel/2018/5v-dual-sim-lte-emea.json - 5V Dual SIM LTE EMEA
• smartphone/alcatel/2018/7-lte-am-6062w.json - 7 LTE AM 6062W
• smartphone/alcatel/2019/3-2019-dual-sim-lte-emea-32gb-5053d.json - 3 2019 Dual SIM LTE EMEA 32GB 5053D
• smartphone/alcatel/2019/3-2019-dual-sim-lte-emea-64gb-5053k.json - 3 2019 Dual SIM LTE EMEA 64GB 5053K
• smartphone/alcatel/2019/3-2019-lte-emea-32gb-5053y.json - 3 2019 LTE EMEA 32GB 5053Y
• smartphone/alcatel/2019/3x-2019-dual-sim-lte-emea-128gb-5048u.json - 3x 2019 Dual SIM LTE EMEA 128GB 5048U
• smartphone/alcatel/2019/3x-2019-dual-sim-lte-emea-5048i.json - 3x 2019 Dual SIM LTE EMEA 5048I
• smartphone/alcatel/2019/3x-2019-dual-sim-lte-emea-5048y.json - 3x 2019 Dual SIM LTE EMEA 5048Y
• smartphone/alcatel/2019/3x-2019-lte-am-5048a.json - 3x 2019 LTE AM 5048A
• smartphone/alcatel/2020/1b-2020-global-dual-sim-lte-5002d.json - 1B 2020 Global Dual SIM LTE 5002D
• smartphone/alcatel/2020/1b-2020-global-lte-5002x.json - 1B 2020 Global LTE 5002X
• ... 5030 more

Heuristic review

• Added records by manufacturer/brand: samsung: 893, oppo: 600, xiaomi: 548, vivo: 492, huawei: 462, motorola: 317, lg: 313, apple: 215

• Added records by source class: kaggle: 5045

• Heuristic warnings: 3 total; showing first 3.

  • smartphone: smartphone/fujitsu/2019/raku-raku-me-f-01l-lte.json: repeated adjacent word in name
  • smartphone: smartphone/fujitsu/2022/raku-raku-easy-smartphone-td-lte-jp-f-52b.json: repeated adjacent word in name
  • smartphone: smartphone/sharp/2019/aquos-sense-3-wimax-2-shv45-shv45-u.json: repeated adjacent word in name

[TechEngineBot]

TechEngine validation stats: PASS

• PR: data(smartphone): import 5000 PhoneDB raw variants #25
• Ref: data/import-staging
• Commit: 8cddbca
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/27800586015

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	129	0	0	129	0	n/a
soc	216	58	158	0	216	26.9%
smartphone	6544	184	6360	0	6544	2.8%
gpu	2030	0	2030	0	2030	0.0%
cpu	3977	976	3001	0	3977	24.5%
all	12896	1218	11549	129	12767	9.5%

Warning

Tracked verified coverage is below 50% for gpu 0.0% (0/2030), smartphone 2.8% (184/6544), all 9.5% (1218/12767), cpu 24.5% (976/3977), soc 26.9% (58/216).
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