The outcome

Build a reproducible research dataset from selected web pages with controlled freshness and traceability.

Step by step

A workflow you can repeat.

  1. 01

    Search broadly enough to find candidate sources, then deduplicate canonical URLs and apply ownership, authority, date, and license criteria.

  2. 02

    Retrieve contents only for the curated URL set and request the smallest necessary form: highlights, text, or summary.

  3. 03

    Treat page text as untrusted data, strip prompt-like instructions, detect sensitive content, and retain source-to-chunk lineage.

  4. 04

    Compare cached and live results where freshness matters, handling retrieval status, partial failures, timeouts, and changing pages.

  5. 05

    Store approved snapshots with retrieval time and configuration, then require citation-backed review before publishing conclusions.

Working standard

What good use looks like.

  • Curate before fetching full text.
  • Treat web content as untrusted input.
  • Version source snapshots and retrieval settings.

Official references

Check the current product documentation.