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Constructed household research bank

The 10M research bank contains 36-field survey-derived household records. Conditional construction forms computable representations; PCA summarizes the joint structure of ordered attributes after construction.

The 10M constructed bank supports descriptive population analysis. The 12M execution cohort is selected separately from the 500M resource; the monthly shock extension uses a separate matched 10,000-household panel. Household records and codebooks remain access-controlled under the applicable source and research terms.

Independently synthetic public companion

The 2M household companion is a separate research-sharing package with independently assigned synthetic households and 32,000 unlabeled task inputs from 2,000 households × 8 tasks × 2 conditions. It does not distribute this survey-derived bank and is not an additional count toward the paper's 500M population resource.

The 320-example package contains independent interface examples from 20 households × 8 tasks × 2 conditions. The Wikidata context package retains CC0 component terms.

Current v36 manuscript and public research materials · S²-MAS Datasets · S²-MAS Models.

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