Skip to main content
Source Use

The desk points back to sources instead of replacing them

Bentonville.ai reads public documents and reporting, extracts structured signals, and publishes short summaries with source context. The operating rule is to summarize sparingly, attribute clearly, and preserve a path back to the original record.
Source Standard
PublicAttributedExcerpt-light
Pipeline

What happens to public material

The source workflow is built for signal extraction and evidence review, not wholesale republication.

Collect

The pipeline fetches public pages, feeds, agendas, press rooms, filings, and related material that appear relevant to Bentonville or Northwest Arkansas civic and economic signals.

Extract

Source text is used to identify organizations, topics, co-mentions, evidence snippets, dates, and possible public signals for the daily brief.

Publish

Public pages publish brief summaries, evidence references, and links or citations where possible rather than reproducing full third-party works.

Excerpting

How much source material appears publicly

The desk helps readers inspect the evidence without becoming a substitute for the source.
Preferred

Summaries, snippets, and links

  • Summarize the relevant public signal in our own original language.
  • Use short snippets only when they help verify a specific public signal.
  • Attribute publishers, organizations, and source URLs when available.
  • Send readers back to original reporting or records for full context.
Avoid

Over-copying or context stripping

  • Do not reproduce full articles, full newsletters, or paywalled content as a substitute.
  • Do not remove attribution or make third-party reporting look like Bentonville.ai's reporting.
  • Do not publish sensitive personal details unless they are necessary to a public-interest finding.
  • Do not preserve source text publicly when a publisher raises a valid access or rights concern.
Requests

Takedown, attribution, and source-handling reviews

The fastest request is specific: source URL, the Bentonville.ai URL, and the concern.

Publishers, organizations, and individuals can request review of excerpting, attribution, source storage, or sensitive handling by emailing hello@bentonville.ai. Include the source URL, the Bentonville.ai page URL if public, and whether the concern is attribution, accuracy, rights, access restrictions, or personal/sensitive information.

Attribution

A source is missing, misnamed, or linked to the wrong publisher.

Excerpting

A snippet is too long, too revealing, or lacks sufficient context.

Storage

A source must not be retained or reused by this workflow.

Open privacy noticeOpen corrections