data: recover 53 SoC-variant phones + add ppi to monitors & laptops

[Seungpyo1007]

What & why

An enrichment cycle: recover more phones + add pixel-density to displays.

• +53 smartphones — cigarplug/scrape-gsma devices (Apple iPhone 5/5c/5s/6…, plus Snapdragon 855+, Helio P70M, Dimensity 1000+, Huawei K3V2E phones) that were skipped only because the SoC matcher missed naming variants (A-series, +/M suffixes). Mapped to the existing SoC records via explicit overrides — no new SoCs, no duplicates.
• monitor ppi computed for all 882 monitors (diagonal_px / size_inch).
• laptop display.ppi computed for all 1,951 laptops.

All deterministic / sourced; verified: false on the new phones. Commits (each Refs #1): phone recovery, monitor ppi, laptop ppi, surgical dump.

Closes #1

Checklist

• python -m app.validate — ✅ passed (53 phones link to existing SoCs; ppi in range)
• python TechEngine/integrity_check.py data --strict — ✅ no hard anomalies
• git diff --check — ✅ clean
• Dump surgical — new phones + monitor/laptop details + smartphone index + manifest only

[Seungpyo1007]

🤖 Review — PASS

• app.validate ✅ · integrity_check --strict ✅ · git diff --check ✅ · dump @ bfdd4d9 ✅ (108,575 records)
• +53 smartphones (Apple A-series / Snapdragon 855+ / Helio P70M / Dimensity 1000+ / K3V2E) linked to EXISTING SoCs via matcher overrides — no new/duplicate SoCs.
• ppi computed for 882 monitors + 1,951 laptops (deterministic).
• Dump surgical: new phones + monitor/laptop details + smartphone index + manifest.

[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

No records scored.

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" : 10043
    "Yellow" : 93234
    "Red" : 2465

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	207	24	183	0	11.6%
soc	🟩🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥🟥	2104	123	680	1301	5.8%
smartphone	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93396	8453	83823	1120	9.1%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3455	174	3253	28	5.0%
watch	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	433	11	412	10	2.5%
pda	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	140	27	107	6	19.3%
gpu	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	2030	245	1785	0	12.1%
cpu	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨	3977	986	2991	0	24.8%
All	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	105742	10043	93234	2465	9.5%

_{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: recover 53 SoC-variant phones + add ppi to monitors & laptops #107
• Ref: data/import-staging
• Commit: 65258b9
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/28934177075

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	0	0	0	0	0

Changed record examples

• No data file changes detected.

Heuristic review

• Heuristic warnings: none found.

[TechEngineBot]

TechEngine validation stats: PASS

• PR: data: recover 53 SoC-variant phones + add ppi to monitors & laptops #107
• Ref: data/import-staging
• Commit: 65258b9
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/28934177075

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	207	10	197	0	207	4.8%
soc	2104	123	1981	0	2104	5.8%
smartphone	93396	8453	84943	0	93396	9.1%
tablet	3455	174	3281	0	3455	5.0%
watch	433	11	422	0	433	2.5%
pda	140	27	113	0	140	19.3%
gpu	2030	244	1786	0	2030	12.0%
cpu	3977	986	2991	0	3977	24.8%
all	105742	10028	95714	0	105742	9.5%

Warning

Tracked verified coverage is below 50% for watch 2.5% (11/433), brand 4.8% (10/207), tablet 5.0% (174/3455), soc 5.8% (123/2104), smartphone 9.1% (8453/93396), all 9.5% (10028/105742), gpu 12.0% (244/2030), pda 19.3% (27/140), 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