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Research questionHow can candidate generation recover corporate-family links between supplier records with no shared name evidence?Suppliers in the same corporate family may be deliberately represented as different entities, while the relationship may appear in neither record. When their names share no distinctive evidence, blocking can exclude the true pair before matching is applied.
Business
Evaluation & Benchmarks
Finance
Information Retrieval
Research Paper
Latest papersRecent research connected to this question, newest first.Corporate-Family Resolution Is Not a String-Matching Problem: A Public Benchmark Stratified by Name VisibilityThe evidence is a public benchmark built from 6,638,350 US federal award records, containing 54,864 candidate pairs across 10,307 corporate families labeled through self-reported ultimate parents. It stratifies pairs by name visibility and includes blocking and matching results, with independent corroboration against SEC Exhibit 21 schedules; the findings are limited to these records and evidence sources.research paper · Sep 2, 2026
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