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        <datestamp>2026-09-16T12:01:26Z</datestamp>
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          <dc:title>Resolving Chinese company names from US CPSC recall notices to registered legal entities (2024-2026 frame, n=310)</dc:title>
          <dc:creator>Bao L. Zhou (24672343)</dc:creator>
          <dc:subject>International business</dc:subject>
          <dc:subject>China</dc:subject>
          <dc:subject>supplier verification</dc:subject>
          <dc:subject>business registry</dc:subject>
          <dc:subject>open data</dc:subject>
          <dc:subject>product recalls</dc:subject>
          <dc:subject>CPSC</dc:subject>
          <dc:subject>entity resolution</dc:subject>
          <dc:subject>unified social credit code</dc:subject>
          <dc:subject>product safety</dc:subject>
          <dc:subject>import compliance</dc:subject>
          <dc:description>&lt;p&gt;When the US Consumer Product Safety Commission publishes a recall, it names the Chinese company it holds to be the manufacturer, importer or distributor. This dataset asks a narrow question about those names: can each one be resolved, by name alone, to exactly one legal person on the Chinese business register?&lt;/p&gt;&lt;p&gt;&lt;b&gt;Frame.&lt;/b&gt; All 1,159 recall records published by the CPSC public REST service for 2024-01-01 to 2026-09-16 were retrieved. 831 of them (71.7%) carry China in the manufacturer-country field, and that share rises across the window: 60.7% of 2024 recalls, 71.7% of 2025, 79.5% of 2026 to date. From the manufacturer, importer, distributor and retailer fields of those records, 310 distinct Chinese company names were extracted and normalised by removing the trailing "of China", d/b/a aliases and trailing parentheticals. This is a census of the frame; there is no sampling within it.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Result.&lt;/b&gt; Each name was submitted once to a licensed Chinese business-information platform from a mainland egress. 143 of 310 names (46.1%) returned at least one candidate; 167 (53.9%) returned none. Of the whole frame, 91 names (29.4%) returned exactly one candidate, and 52 (16.8%) returned two or more. Only the first of those outcomes identifies a single legal person from the name alone. Among the 143 names that returned anything, 87.4% were reported by the platform as English-name matches, 93.7% had a top candidate carrying an 18-character Unified Social Credit Code, and 5.6% resolved to a Hong Kong registration, which is a different register and carries no such code.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Relation to earlier work.&lt;/b&gt; This repeats, on an independent frame and at roughly three times the size, the return-rate measurement in &lt;i&gt;English-name lookup rates for Chinese manufacturers (NHTSA vPIC frame)&lt;/i&gt;, doi:10.6084/m9.figshare.33390454, where 61 of 106 names (57.5%) returned a candidate. The CPSC frame returns at a lower rate (46.1%). The decomposition into unique versus ambiguous resolution is new here and was not measured in the vPIC study. The two studies are not fully interchangeable: the vPIC study additionally tested whether a returned candidate's own recorded English name equalled the input after normalisation, which requires a second per-company call and was not run on this frame.&lt;/p&gt;&lt;p&gt;&lt;b&gt;What this does not establish.&lt;/b&gt; A name that returns nothing is not evidence that the company does not exist, that it is not registered, or that the CPSC notice is wrong; it means this platform returned no candidate for that string on the query date. Equally, a name that returns one candidate is not proof that the candidate is the company CPSC meant. Chinese English-language names are self-supplied and are not part of the business licence, which records a Chinese name only; two companies may romanise identically. Values are a snapshot taken on 2026-09-16 and registrations change. The data source is a commercial platform, not a direct query of GSXT, the official government portal. No natural-person names or contact details are included in either file.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Files.&lt;/b&gt; cpsc-china-name-lookup-2026-09-16.csv gives one row per name on the frame, with the raw CPSC string, the normalised query, the API return code, the number of candidates, the platform-reported match type, and the top candidate's Chinese name, credit code, province and registration status. cpsc-name-resolution-metrics-2026-09-16.csv gives the aggregate metrics in the same layout as the vPIC study, so the two can be read side by side.&lt;/p&gt;&lt;p&gt;Method, limits and the landing page: https://currawongweb.com/research/&lt;/p&gt;</dc:description>
          <dc:date>2026-09-16T12:01:26Z</dc:date>
          <dc:type>Dataset</dc:type>
          <dc:type>Dataset</dc:type>
          <dc:identifier>10.6084/m9.figshare.33845302.v1</dc:identifier>
          <dc:relation>https://figshare.com/articles/dataset/Resolving_Chinese_company_names_from_US_CPSC_recall_notices_to_registered_legal_entities_2024-2026_frame_n_310_/33845302</dc:relation>
          <dc:rights>CC BY 4.0</dc:rights>
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