data: import GSMArena cigarplug batch — 2,498 SoC-linked phones + tablets/watches/pdas

[Seungpyo1007]

What & why

Second GSMArena batch from the cigarplug/scrape-gsma dataset (10,679-row GSMArena scrape). PR #97 imported the tablet/watch/pda subset; this brings in 2,498 new records — mostly smartphones — with each phone linked to a real SoC in the catalog.

Category	Added
smartphone	2,379
tablet	101
watch	9
pda	9
total	2,498

All records land verified: false. Smartphones satisfy the stricter phone schema: integer ram_gb, ranges (battery 500–12000 mAh, weight 50–500 g), and a soc FK resolved to an existing SoC via a precise die-number + marketing-name matcher (unmatched chipsets are skipped, not guessed — avoids the fuzzy-match trap).

Commits (each Refs #1): 5 smartphone brand-group commits (Samsung/Huawei/Honor · LG/Xiaomi/Oppo/Vivo · Motorola/HTC/ZTE/Sony · Asus/Lenovo/Nokia/Meizu/Realme · remaining), tablet, watch+pda, and a surgical dump refresh.

Closes #1

Source

GSMArena via cigarplug/scrape-gsma (https://github.com/cigarplug/scrape-gsma), *-scrapegsma-<row> slugs. raw_source preserves the original chipset/CPU/GPU/memory strings; variant.source_row cites the CSV row.

Dump

Regenerated via TechEngine app.dump at pinned submodule c0928f9 (scoring v2.0.0). Only the 2,498 new records' detail+score files, the four category indexes and the manifest counts are committed (smartphones 90118→92497, tablets 3354→3455, watches 424→433, pdas 131→140) — no churn on unchanged records.

Checklist

• python -m app.validate — ✅ passed (full dataset)
• python TechEngine/integrity_check.py data --strict — ✅ no hard anomalies
• git diff --check — ✅ no whitespace errors
• Correct data/<category>/<brand>/<year>/<base>/<slug>.json paths, kebab-case unique slugs
• source_urls present on every record

[Seungpyo1007]

🤖 Review — PASS

Check	Command	Result
Schema/self-check	python -m app.validate	✅ passed (full dataset)
Integrity gate	python TechEngine/integrity_check.py data --strict	✅ no hard anomalies
Whitespace	git diff --check origin/main..HEAD	✅ none
Engine dump	app.dump @ c0928f9	✅ 104,825 records, no serializer errors

Data-change summary

• Added: 2,498 — smartphone 2,379, tablet 101, watch 9, pda 9
• Modified/Deleted: 0
• All verified: false, each with source_urls.
• Smartphones carry an integer ram_gb and a soc FK resolved to the existing SoC catalog (die-number + marketing-name exact match; unmatched chipsets skipped rather than guessed).

Example records

• data/smartphone/google/2019/pixel-4-xl/google-pixel-4-xl-scrapegsma-5.json (soc snapdragon-855)
• data/smartphone/samsung/2015/galaxy-a3-2016/…-scrapegsma-7959.json
• data/tablet/acer/2011/iconia-smart/acer-iconia-smart-scrapegsma-1771.json

Heuristic warnings

• A handful of voice-calling phablets (e.g. HP Slate voicetab) land under smartphone — genuinely ambiguous GSMArena devices; acceptable for a verified:false import.

Site build

• No site/src changes. site/public/v1 dump regenerated (scoring v2.0.0); only new records + affected indexes/manifest committed.

[Seungpyo1007]

📊 Dataset stats (post-merge projection)

Metric	Count
Total records	104,825
verified: true	10,028
verified: false	94,791
missing verified	6
Verified ratio	9.57%

Warning

Verified ratio is 9.57% (down slightly from 9.80% as 2,498 new verified: false records land). Expected for the bulk-import campaign — promotion to verified happens later via the TechEngine verify-network reality check. The 6 records missing a verified field pre-date this PR.

Campaign progress toward +50k: cigarplug/scrape-gsma is now largely exhausted (~2,871 total imported across PR #97 + #98). Remaining headroom needs additional datasets (Kaggle phone dumps, PhoneDB, AllPhones SKU variants) — tracked in #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

No records scored.

Full-dataset baseline

104825 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" : 10029
    "Yellow" : 92332
    "Red" : 2464

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	189	10	179	0	5.3%
soc	🟩🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥🟥	2104	123	680	1301	5.8%
smartphone	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	92497	8453	82925	1119	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	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	104825	10029	92332	2464	9.6%

_{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: import GSMArena cigarplug batch — 2,498 SoC-linked phones + tablets/watches/pdas #98
• Ref: data/import-staging
• Commit: eb28cd2
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/28490935631

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: import GSMArena cigarplug batch — 2,498 SoC-linked phones + tablets/watches/pdas #98
• Ref: data/import-staging
• Commit: eb28cd2
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/28490935631

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	189	10	179	0	189	5.3%
soc	2104	123	1981	0	2104	5.8%
smartphone	92497	8453	84044	0	92497	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	104825	10028	94797	0	104825	9.6%

Warning

Tracked verified coverage is below 50% for watch 2.5% (11/433), tablet 5.0% (174/3455), brand 5.3% (10/189), soc 5.8% (123/2104), smartphone 9.1% (8453/92497), all 9.6% (10028/104825), 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