OpenGov summary: Difference between revisions

23 bytes removed ,  Thursday at 00:34
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   **Dual-AI verified from official sources • Last verified: [timestamp from Cargo field] • Confidence: [score from Cargo field, e.g., 98%] • Always check primary .gov for authoritative information.**   
   **Dual-AI verified from official sources • Last verified: [timestamp from Cargo field] • Confidence: [score from Cargo field, e.g., 98%] • Always check primary .gov for authoritative information.**   


  Cargo integration:   
Cargo integration:   
  Verification fields (e.g., LastVerified=Date, Confidence=Float) are declared in the Cargo table. The footer template queries the current page’s data (using |where=_pageName={{PAGENAME}}) to populate values dynamically.   
 
  This enables site-wide queries, such as sorting articles by verification date or confidence rating:   
Verification fields (e.g., LastVerified=Date, Confidence=Float) are declared in the Cargo table. The footer template queries the current page’s data (using |where=_pageName={{PAGENAME}}) to populate values dynamically.   
  ```wikitext
 
{{#cargo_query:
This enables site-wide queries, such as sorting articles by verification date or confidence rating:   
  tables=VerificationMetadata
 
  |fields=Page=Page, LastVerified=Last Verified, Confidence=Confidence
<pre>{{#cargo_query:
  |order by=LastVerified DESC
tables=VerificationMetadata
  |limit=50
|fields=Page=Page, LastVerified=Last Verified, Confidence=Confidence
  }}
|order by=LastVerified DESC
  ``` 
|limit=50
  (Can be embedded on a dashboard or oversight page.)
}}</pre>
 
(Can be embedded on a dashboard or oversight page.)
 
All elements are automatic (baked into page templates and skin), consistent across the site, and meet WCAG 2.1 AA / Section 508 standards (high-contrast, keyboard-navigable, ARIA roles).
All elements are automatic (baked into page templates and skin), consistent across the site, and meet WCAG 2.1 AA / Section 508 standards (high-contrast, keyboard-navigable, ARIA roles).


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In short, OpenGov Encyclopedia enhances discovery and understanding while always honoring the single source of truth on the original .gov—exactly what citizens and agencies need in an AI-powered era.
In short, OpenGov Encyclopedia enhances discovery and understanding while always honoring the single source of truth on the original .gov—exactly what citizens and agencies need in an AI-powered era.
== Truth layer ==
== Truth layer ==
OpenGov Encyclopedia would serve as the authoritative ground truth layer the federal government needs to feed clean, structured data into the dozens of agency LLMs and chatbots that are currently hallucinating on messy websites and PDF archives.
OpenGov Encyclopedia would serve as the authoritative ground truth layer the federal government needs to feed clean, structured data into the dozens of agency LLMs and chatbots that are currently hallucinating on messy websites and PDF archives.