Add 13 Microsoft Surface laptop models (2015-2023) from Wikipedia

[Seungpyo1007]

The dataset had only the Surface Laptop 7 and a few undated dataset variants. This PR adds 13 canonical Surface laptops from their Wikipedia infoboxes: Surface Laptop 1st gen–4, Laptop Go 1–3, Laptop SE, Laptop Studio 1–2, and Surface Book / Book 2 13.5" / Book 3 13.5".

• ram_gb is the base (smallest) configuration.
• Where the infobox gives a single value, the record includes the release date, CPU, weight in grams, and display size/resolution.
• Multi-CPU infoboxes (Laptop 3/4, Book, Book 2) leave cpu_name null rather than picking one.
• Weights are only filled where the infobox gives grams.
• os: "Windows", verified: false.

Skipped:

• Surface Laptop 5/6: no infobox.
• 7th gen: already in the dataset.
• Surface Pro/Go tablets: the tablet schema requires battery_mah, and Surface pages give watt-hours.

Closes #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

4 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" : 0
    "Yellow" : 4
    "Red" : 0

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Category	Distribution	Total	🟢	🟡	🔴	🟢 %
tablet	🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	4	0	4	0	0.0%
All	🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	4	0	4	0	0.0%

Full-dataset baseline

106343 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" : 24215
    "Yellow" : 81033
    "Red" : 1095

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Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	207	122	85	0	58.9%
soc	🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥	2105	253	831	1021	12.0%
smartphone	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93407	17956	75383	68	19.2%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3459	292	3166	1	8.4%
watch	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	442	80	358	4	18.1%
pda	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	140	83	57	0	59.3%
gpu	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	2076	1266	810	0	61.0%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥	4507	4163	343	1	92.4%
All	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟥	106343	24215	81033	1095	22.8%

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: Add 13 Microsoft Surface laptop models (2015-2023) from Wikipedia #286
• Ref: data/surface-laptops
• Commit: 79713dc
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36243290088

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	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: Add 13 Microsoft Surface laptop models (2015-2023) from Wikipedia #286
• Ref: data/surface-laptops
• Commit: 79713dc
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36243290088

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	207	122	85	0	207	58.9%
soc	2105	193	1912	0	2105	9.2%
smartphone	93407	17501	75906	0	93407	18.7%
tablet	3459	273	3186	0	3459	7.9%
watch	442	39	403	0	442	8.8%
pda	140	74	66	0	140	52.9%
gpu	2076	1026	1050	0	2076	49.4%
cpu	4507	2869	1638	0	4507	63.7%
all	106343	22097	84246	0	106343	20.8%

Warning

Tracked verified coverage is below 50% for tablet 7.9% (273/3459), watch 8.8% (39/442), soc 9.2% (193/2105), smartphone 18.7% (17501/93407), all 20.8% (22097/106343), gpu 49.4% (1026/2076).
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=4507 GPU=2076

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