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Pure-domain select_comparables: property type is an always-hard filter; built form and known Landlord Overrides (e.g. solid brick) are conditioning filters on the filter-then-relax ladder — applied while >= minimum_cohort survive, relaxed otherwise (the mixed-street border case degrades gracefully). PredictionTarget (known inputs) + Comparable (epc + register metadata) + ComparableProperties (selected cohort). Weighting (recency x similarity) follows in the synthesis slice. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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Python