[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-1)<ToolResponse>
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-2)  <results query="data processing requirements">
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-3)    <chunk id="1" source="contracts/MSA-2024-ACME.pdf" page="8" document_type="contract" freshness_score="0.94">
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-4)      Data Processing. All customer data shall be processed in accordance with applicable data protection laws, including GDPR and CCPA. Data residency requirements specify that EU customer data must remain within approved European data centers...
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-5)    </chunk>
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-6)    <chunk id="2" source="contracts/MSA-2024-ACME.pdf" page="12" document_type="contract" freshness_score="0.92">
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-7)      Data Subject Rights. Customer may request access, rectification, erasure, or portability of their personal data. Provider must respond to such requests within 30 days and provide mechanisms for automated data export...
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-8)    </chunk>
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-9)    <chunk id="3" source="policies/privacy-policy-v3.md" page="2" document_type="policy" freshness_score="0.89">
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-10)      Privacy Policy Updates. We collect and process personal information in accordance with our privacy policy. Data processing purposes include service delivery, analytics, and compliance with legal obligations...
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-11)    </chunk>
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-12)    <chunk id="4" source="contracts/MSA-2024-ACME.pdf" page="15" document_type="contract" freshness_score="0.91">
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-13)      Cross-Border Transfers. Any transfer of personal data outside the EEA requires adequate safeguards including Standard Contractual Clauses or adequacy decisions. Provider maintains current transfer impact assessments...
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-14)    </chunk>
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-15)    <chunk id="5" source="compliance/gdpr-checklist.md" page="1" document_type="compliance" freshness_score="0.95">
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-16)      GDPR Compliance Checklist. Ensure lawful basis for processing, implement data subject rights, conduct privacy impact assessments for high-risk processing activities...
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-17)    </chunk>
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-18)  </results>
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-19)
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-20)  <facets>
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-21)    <source_facet>
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-22)      <value name="contracts/MSA-2024-ACME.pdf" count="7" />
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-23)      <value name="policies/privacy-policy-v3.md" count="4" />
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-24)      <value name="compliance/gdpr-checklist.md" count="5" />
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-25)      <value name="contracts/DPA-2024-ACME.pdf" count="2" />
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-26)    </source_facet>
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-27)  </facets>
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-28)
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-29)  <system-instruction>
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-30)    Facets reveal the complete data landscape beyond top-k similarity cutoffs. Counts show the full scope of relevant information, not just what ranked highest.
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-31)
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-32)    Key insight: High facet counts for sources with few/zero returned chunks indicate valuable information filtered out by similarity ranking.
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-33)
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-34)    Decision framework:
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-35)    - High facet counts vs. low returned chunks: investigate with source filters
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-36)    - One source dominates results: consider loading full document pages
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-37)    - Clear clustering patterns: apply targeted filters for focused search
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-38)
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-39)    Use document_type, source, and other metadata filters strategically based on facet distributions.
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-40)  </system-instruction>
[](https://jxnl.co/writing/2025/08/27/facets-context-engineering/#__codelineno-8-41)</ToolResponse>