feat(data): backfill 47 real Wikipedia Commons images for flagship smartphones

[Seungpyo1007]

Summary

Real image backfill (via TechEngine PR #85's new tool) for the flagship records that PR #244 nulled out. 47/354 eligible records got a real, correctly-licensed image (image_url + image_license + image_attribution): CC-BY-SA-4.0 ×29, CC-BY-2.0 ×6, CC-BY-4.0 ×5, CC0-1.0 ×4, CC-BY-SA-2.0/3.0 ×2. The rest (113 no usable image, 1 non-free-licensed, 193 logo-like/identity mismatches) were left null rather than guessed — see TechEngine PR #85 for the gating details.

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

47 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" : 47
    "Yellow" : 0
    "Red" : 0

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Category	Distribution	Total	🟢	🟡	🔴	🟢 %
smartphone	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	47	47	0	0	100.0%
All	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	47	47	0	0	100.0%

Full-dataset baseline

105800 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" : 23435
    "Yellow" : 81244
    "Red" : 1121

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Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	207	24	183	0	11.6%
soc	🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥	2104	231	825	1048	11.0%
smartphone	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93396	17909	75420	67	19.2%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3455	277	3177	1	8.0%
watch	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	433	39	390	4	9.0%
pda	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	140	83	57	0	59.3%
gpu	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	2030	1211	819	0	59.7%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥	4035	3661	373	1	90.7%
All	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟥	105800	23435	81244	1121	22.2%

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: feat(data): backfill 47 real Wikipedia Commons images for flagship smartphones #246
• Ref: data/wikipedia-image-backfill
• Commit: b0bfeb4
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36063837617

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	47	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

smartphone modified

• smartphone/honor/2024/honor-magic-6-pro.json - HONOR Magic6 Pro
• smartphone/honor/2024/honor-x9b.json - HONOR X9b
• smartphone/huawei/2018/huawei-mate-20-pro.json - Huawei Mate 20 Pro
• smartphone/huawei/2018/huawei-p20-pro.json - Huawei P20 Pro
• smartphone/huawei/2019/huawei-p30-pro.json - Huawei P30 Pro
• smartphone/huawei/2021/huawei-p50-pro.json - Huawei P50 Pro
• smartphone/huawei/2023/huawei-mate-x3.json - Huawei Mate X3
• smartphone/huawei/2023/huawei-mate-x5.json - Huawei Mate X5
• smartphone/huawei/2024/huawei-mate-xt-ultimate.json - Huawei Mate XT Ultimate
• smartphone/lg/2015/lg-g4.json - LG G4
• smartphone/lg/2016/lg-g5.json - LG G5
• smartphone/lg/2016/lg-v20.json - LG V20
• smartphone/lg/2017/lg-v30.json - LG V30
• smartphone/motorola/2025/motorola-edge-60-pro.json - Motorola Edge 60 Pro
• smartphone/oneplus/2016/oneplus-3.json - OnePlus 3
• ... 32 more

Heuristic review

• Heuristic warnings: none found.

[TechEngineBot]

TechEngine validation stats: PASS

• PR: feat(data): backfill 47 real Wikipedia Commons images for flagship smartphones #246
• Ref: data/wikipedia-image-backfill
• Commit: b0bfeb4
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36063837617

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	207	24	183	0	207	11.6%
soc	2104	184	1920	0	2104	8.7%
smartphone	93396	17495	75901	0	93396	18.7%
tablet	3455	248	3207	0	3455	7.2%
watch	433	39	394	0	433	9.0%
pda	140	74	66	0	140	52.9%
gpu	2030	1021	1009	0	2030	50.3%
cpu	4035	2868	1167	0	4035	71.1%
all	105800	21953	83847	0	105800	20.7%

Warning

Tracked verified coverage is below 50% for tablet 7.2% (248/3455), soc 8.7% (184/2104), watch 9.0% (39/433), brand 11.6% (24/207), smartphone 18.7% (17495/93396), all 20.7% (21953/105800).
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=4035 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