Link M-series iPad Pros to Apple M1/M2/M4 SoCs

[Seungpyo1007]

Six iPad Pro records (11"/12.9" 2021, 11"/12.9" 2022, 11"/13" 2024) have a sourced "Chipset": "Apple M1/M2/M4" in their raw specs but no soc link, because the dataset had no M-series SoCs until #267. This PR adds soc: apple-m1 | apple-m2 | apple-m4, derived from each record's own chipset field. Only the soc line changes.

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

557 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" : 540
    "Yellow" : 17
    "Red" : 0

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Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨🟨	13	7	6	0	53.8%
soc	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	20	20	0	0	100.0%
smartphone	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨	38	37	1	0	97.4%
tablet	🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨	16	7	9	0	43.8%
watch	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	4	4	0	0	100.0%
pda	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	1	1	0	0	100.0%
gpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨	75	74	1	0	98.7%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩	390	390	0	0	100.0%
All	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨	557	540	17	0	96.9%

Full-dataset baseline

106245 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" : 24045
    "Yellow" : 81104
    "Red" : 1096

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Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	207	122	85	0	58.9%
soc	🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥🟥	2097	251	824	1022	12.0%
smartphone	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93396	17931	75397	68	19.2%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3455	291	3163	1	8.4%
watch	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	433	43	386	4	9.9%
pda	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	140	83	57	0	59.3%
gpu	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	2093	1274	819	0	60.9%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥	4424	4050	373	1	91.5%
All	🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟥	106245	24045	81104	1096	22.6%

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: Link M-series iPad Pros to Apple M1/M2/M4 SoCs #269
• Ref: data/ipad-m-series-soc-link
• Commit: 2adac57
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36102609598

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	6	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

tablet modified

• tablet/apple/2021/ipad-pro-11-2021/apple-ipad-pro-11-2021-16gb-512gb-5g.json - Apple iPad Pro 11 (2021)
• tablet/apple/2021/ipad-pro-12-9-2021/apple-ipad-pro-12-9-2021-16gb-512gb-5g.json - Apple iPad Pro 12.9 (2021)
• tablet/apple/2022/ipad-pro-11-2022/apple-ipad-pro-11-2022-16gb-512gb-5g.json - Apple iPad Pro 11 (2022)
• tablet/apple/2022/ipad-pro-12-9-2022/apple-ipad-pro-12-9-2022-16gb-512gb-5g.json - Apple iPad Pro 12.9 (2022)
• tablet/apple/2024/ipad-pro-11-2024/apple-ipad-pro-11-2024-16gb-512gb-5g.json - Apple iPad Pro 11 (2024)
• tablet/apple/2024/ipad-pro-13-2024/apple-ipad-pro-13-2024-16gb-512gb-5g.json - Apple iPad Pro 13 (2024)

Heuristic review

• Heuristic warnings: none found.

[TechEngineBot]

TechEngine validation stats: PASS

• PR: Link M-series iPad Pros to Apple M1/M2/M4 SoCs #269
• Ref: data/ipad-m-series-soc-link
• Commit: 2adac57
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36102609598

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	207	122	85	0	207	58.9%
soc	2097	193	1904	0	2097	9.2%
smartphone	93396	17501	75895	0	93396	18.7%
tablet	3455	273	3182	0	3455	7.9%
watch	433	39	394	0	433	9.0%
pda	140	74	66	0	140	52.9%
gpu	2093	1028	1065	0	2093	49.1%
cpu	4424	2869	1555	0	4424	64.9%
all	106245	22099	84146	0	106245	20.8%

Warning

Tracked verified coverage is below 50% for tablet 7.9% (273/3455), watch 9.0% (39/433), soc 9.2% (193/2097), smartphone 18.7% (17501/93396), all 20.8% (22099/106245), gpu 49.1% (1028/2093).
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=4424 GPU=2093

Integrity section	Flagged lines
structural	20
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