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$$</p><p>The exponential growth of potential combinations highlights the difficulty of reconciling complex data schemas, a challenge the Intuition system overcomes through flat structuring.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="16f450d37d068066b96fd1709509512d">Simplified Example: Verifiable Credentials<a href="#16f450d37d068066b96fd1709509512d" class="hash-link" aria-label="Lien direct vers Simplified Example: Verifiable Credentials" title="Lien direct vers Simplified Example: Verifiable Credentials"></a></h2><p>Consider a schema for a &quot;Profile&quot; containing 25 fields, such as &quot;Name&quot; and &quot;Age.&quot; This results in </p><p>$$
2^{25}=33,554,432
$$</p><p>potential combinations. Adding permutations for field variations (e.g., &quot;First Name&quot; vs. &quot;Full Name&quot;) compounds this complexity exponentially. Such challenges are addressed by minimizing nested structures and promoting flat, reusable data models.</p><hr><h2 class="anchor anchorWithStickyNavbar_LWe7" id="16f450d37d06806cbd80c6e5d99c8faf">Implementing Flat Structures<a href="#16f450d37d06806cbd80c6e5d99c8faf" class="hash-link" aria-label="Lien direct vers Implementing Flat Structures" title="Lien direct vers Implementing Flat Structures"></a></h2><p>The Intuition system incentivizes users to adopt minimal and efficient schemas, optimizing reusability and semantic composability. For example:</p><ol><li><strong>Create discrete fields for an object:</strong><ul><li>Book <!-- -->[title][Book Title]</li><li>Book <!-- -->[publishedDate][Publication Date]</li></ul></li><li><strong>Associate the object with a subject:</strong><ul><li>Author <!-- -->[hasWritten][Book]</li></ul></li></ol><p>By breaking down data into Semantic Triples, the Power Set Problem is effectively reduced to a linear model. This ensures scalability and manageability while maintaining the system’s economic and semantic integrity.</p><p>Flat, modular data structures enable a more navigable and efficient Intuition system, empowering users to focus on meaningful knowledge creation and curation.</p></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Pages de documentation"><a class="pagination-nav__link pagination-nav__link--prev" href="/fr/atom-structuring"><div class="pagination-nav__sublabel">Précédent</div><div class="pagination-nav__label">Atom Structuring</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/fr/capturing-signal"><div class="pagination-nav__sublabel">Suivant</div><div class="pagination-nav__label">Capturing Signal</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#16f450d37d0680d9b3d6f2528e0758b6" class="table-of-contents__link toc-highlight">Standardized Triple Construction</a></li><li><a href="#16f450d37d068058bd9ac80600a11cf8" class="table-of-contents__link toc-highlight">Incentivizing Consensus</a></li><li><a href="#16f450d37d068016bb05dd85f1411877" class="table-of-contents__link toc-highlight">Token Curated Registry of Triples</a></li><li><a href="#16f450d37d06806a8486c15449b73fb9" class="table-of-contents__link toc-highlight">Best Practices for Atom and Triple Structuring</a></li><li><a href="#16f450d37d0680b596fee590974ed734" class="table-of-contents__link toc-highlight">Promoting Flatness in Data Structuring</a></li><li><a href="#16f450d37d0680f58ae8e86c5e89aaab" class="table-of-contents__link toc-highlight">The Power Set Problem</a></li><li><a href="#16f450d37d068066b96fd1709509512d" class="table-of-contents__link toc-highlight">Simplified Example: Verifiable Credentials</a></li><li><a href="#16f450d37d06806cbd80c6e5d99c8faf" class="table-of-contents__link toc-highlight">Implementing Flat Structures</a></li></ul></div></div></div></div></main></div></div><footer class="footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title">Developer</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://github.com/0xIntuition/intuition-whitepaper/blob/main/intuition_whitepaper.pdf" target="_blank" rel="noopener noreferrer" class="footer__link-item">Whitepaper<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://github.com/0xIntuition/intuition-whitepaper/blob/main/intuition_litepaper.pdf" target="_blank" rel="noopener noreferrer" class="footer__link-item">Litepaper<svg width="13.5" 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$$</p><p>The exponential growth of potential combinations highlights the difficulty of reconciling complex data schemas, a challenge the Intuition system overcomes through flat structuring.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="16f450d37d068066b96fd1709509512d">Simplified Example: Verifiable Credentials<a href="#16f450d37d068066b96fd1709509512d" class="hash-link" aria-label="Direct link to Simplified Example: Verifiable Credentials" title="Direct link to Simplified Example: Verifiable Credentials"></a></h2><p>Consider a schema for a &quot;Profile&quot; containing 25 fields, such as &quot;Name&quot; and &quot;Age.&quot; This results in </p><p>$$
2^{25}=33,554,432
$$</p><p>potential combinations. Adding permutations for field variations (e.g., &quot;First Name&quot; vs. &quot;Full Name&quot;) compounds this complexity exponentially. Such challenges are addressed by minimizing nested structures and promoting flat, reusable data models.</p><hr><h2 class="anchor anchorWithStickyNavbar_LWe7" id="16f450d37d06806cbd80c6e5d99c8faf">Implementing Flat Structures<a href="#16f450d37d06806cbd80c6e5d99c8faf" class="hash-link" aria-label="Direct link to Implementing Flat Structures" title="Direct link to Implementing Flat Structures"></a></h2><p>The Intuition system incentivizes users to adopt minimal and efficient schemas, optimizing reusability and semantic composability. For example:</p><ol><li><strong>Create discrete fields for an object:</strong><ul><li>Book <!-- -->[title][Book Title]</li><li>Book <!-- -->[publishedDate][Publication Date]</li></ul></li><li><strong>Associate the object with a subject:</strong><ul><li>Author <!-- -->[hasWritten][Book]</li></ul></li></ol><p>By breaking down data into Semantic Triples, the Power Set Problem is effectively reduced to a linear model. This ensures scalability and manageability while maintaining the system’s economic and semantic integrity.</p><p>Flat, modular data structures enable a more navigable and efficient Intuition system, empowering users to focus on meaningful knowledge creation and curation.</p></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/atom-structuring"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Atom Structuring</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/capturing-signal"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Capturing Signal</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_bqdL thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#16f450d37d0680d9b3d6f2528e0758b6" class="table-of-contents__link toc-highlight">Standardized Triple Construction</a></li><li><a href="#16f450d37d068058bd9ac80600a11cf8" class="table-of-contents__link toc-highlight">Incentivizing Consensus</a></li><li><a href="#16f450d37d068016bb05dd85f1411877" class="table-of-contents__link toc-highlight">Token Curated Registry of Triples</a></li><li><a href="#16f450d37d06806a8486c15449b73fb9" class="table-of-contents__link toc-highlight">Best Practices for Atom and Triple Structuring</a></li><li><a href="#16f450d37d0680b596fee590974ed734" class="table-of-contents__link toc-highlight">Promoting Flatness in Data Structuring</a></li><li><a href="#16f450d37d0680f58ae8e86c5e89aaab" class="table-of-contents__link toc-highlight">The Power Set Problem</a></li><li><a href="#16f450d37d068066b96fd1709509512d" class="table-of-contents__link toc-highlight">Simplified Example: Verifiable Credentials</a></li><li><a href="#16f450d37d06806cbd80c6e5d99c8faf" class="table-of-contents__link toc-highlight">Implementing Flat Structures</a></li></ul></div></div></div></div></main></div></div><footer class="footer footer--dark"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title">Developer</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://github.com/0xIntuition/intuition-whitepaper/blob/main/intuition_whitepaper.pdf" target="_blank" rel="noopener noreferrer" class="footer__link-item">Whitepaper<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://github.com/0xIntuition/intuition-whitepaper/blob/main/intuition_litepaper.pdf" target="_blank" rel="noopener noreferrer" class="footer__link-item">Litepaper<svg width="13.5" 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