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11:T732,<p>The motivation for data enrichment comes from the following user needs:</p>
<ul>
<li>Can we import the network links of an entity in the <a href="/datasets/offshoreleaks/">ICIJ Offshore Leaks</a> database that is also sanctioned?</li>
<li>Can we use <a href="/datasets/nominatim/">geocoding</a> to make the addresses given on sanctions list more precise?</li>
<li>Can we link every person on an international sanctions list to their <a href="/datasets/wikidata/">Wikidata profile</a>?</li>
<li>Can we make it easier for data users to connect datasets like OpenSanctions and <a href="/datasets/opencorporates/">OpenCorporates.com</a>?</li>
</ul>
<p>All of these scenarios require matching the <a href="/docs/entities/">entities</a> in OpenSanctions against an external database and then importing fragments of it ad-hoc when a positive match was found.</p>
<p>In order to provide <a href="/docs/statements/">granular provenance</a> for the information contributed from such sources, we represent these external databases as special <a href="/datasets/#externals">datasets</a> in OpenSanctions.</p>
<h3 id="more-information">More information</h3>
<ul>
<li>Blog post: <a href="/articles/2022-06-16-enrichment/">Weaving a deeper sanctions web using data enrichment</a></li>
<li><a href="/datasets/#externals">External databases</a> that we currently source data from.</li>
<li><a href="/contact/">Suggest a data source</a> that contains relevant information (e.g. about beneficial ownership of companies or assets, other relationships of sanctioned entities) and is openly re-usable.</li>
<li><a href="https://github.com/opensanctions/nomenklatura">nomenklatura</a> is the custom-built data integration toolkit we use to enrich and cross-match our data. It can be used separately from OpenSanctions as an OSINT data management tool.</li>
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