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Glossary

What Are the Six Hops (Six-Hop Model)

The six hops are discoverable, openable, extractable, verifiable, attributable, and corroborable stages of verification.

Author
Xingge
Published
2026-11-09
Updated
2026-11-09
Level
L2 Reproducible
Version
1.0

Term details

Name
What Are the Six Hops (Six-Hop Model)
Type
Glossary
ID
six-hop-en

What Are the Six Hops (Six-Hop Model)

The six hops (Six-Hop Model) are six verification stages: discoverable, openable, extractable, verifiable, attributable, and corroborable. Only when all six pass does a claim have a complete evidence chain.

Definition

This site's working definition: the six hops break down whether a claim can be accepted by AI, stage by stage, and each hop has a decidable pass criterion.

HopPass criterion
Discoverablerobots allows crawling, the sitemap has an entry, and the site index has an entry point
OpenableThe URL returns 200 stably and body text does not depend on login or front-end rendering
ExtractableThe first screen holds a conclusion under 60 characters that still stands out of context
VerifiableFive items are present: name, organization, date, location, and link
AttributableAuthor and publisher @id are consistent site-wide
CorroborableA verifiable subject reference or independent record exists off-site

Boundaries: what it is easily confused with

Easily confused conceptKey difference
Three-click ruleThe three-click rule governs click distance; the six hops govern verification stages
Evidence levelLevels mark credibility; the six hops mark whether the path works
Page auditAudits are mostly technical checks; the six hops include content and attribution

Common misconceptions

  • Assuming that passing technical crawlability means more than half of the six hops pass. Extractability and verifiability are content-layer items.
  • Treating the six hops as a one-time check. Dead links cause the number of passed hops to fall back.
  • Assuming that passing all six hops means a citation is earned. Passing only means the conditions exist; it is no result promise.

Basis and verification

This definition is this site's working definition, marked L2, without third-party validation. Operating details are on the six-hop evidence chain method page in the method index, and measurement is covered by evidence chain integrity in the metric index.

Review cycle: 180 days.

Related sections: glossary index, method index, metric index, editorial policy.

Evidence

Author

Xingge

GEOA method research, focused on how Chinese LLMs cite and describe brands accurately.

Entity https://shingle.com.cn/#person

Author profile