NOMOS GEO-QA / English edition

NGQ-011 / Evidence and measurement

What is retrieval, and what role does it play in GEO?

Short answerRetrieval is the work of finding and selecting the information to use before an answer is written.
VERSION
0.3.1
STATUS
founder edition · released
PRIMARY SOURCES
2

Direct answer

Retrieval is the process by which a system finds and selects information or sources it can use for a particular question. In GEO, the issue is not merely whether content exists, but whether the correct record can enter the candidate set and be selected for the right query.

In plain language

A cook chooses the ingredients for a meal from a storeroom containing hundreds of items. Even if the correct ingredient is there, the meal suffers if the cook cannot find it or chooses the wrong one. Retrieval is the ingredient-selection stage of an answer.

Why this matters

A retrieval error can cause a model to answer without ever seeing the correct source. Polishing the wording alone will not solve that problem; findability, identity and selection signals must be examined.

Do not confuse

  • Retrieval is not model training.
  • Retrieval is not limited to web search; it may use a private document store or database.
  • Retrieval and generation are separate stages: a correct source can be selected and still be summarised incorrectly.

What should you do?

  1. Publish canonical content with clear headings and definitions.
  2. Maintain correct entity links and current URLs.
  3. Create evidence-backed pages that cover the query intent without needless repetition.
  4. Record retrieval sources or citations when the system exposes them.
  5. Measure source selection separately from final-answer accuracy.

How do you audit it?

  • Did the correct source appear among the candidates?
  • Does the selected source belong to the correct entity?
  • Does the relevant passage genuinely answer the query?
  • Does selection fit the date, language and country context?
  • Did a generation error occur despite selection of the correct source?

Limit

A source's presence in a retrieval candidate set does not guarantee selection, citation or a correct answer.

Remember in one sentence

Retrieval decides which information reaches the table before the answer is written.

Sources for this record

CITATION RECORD

Muraz, K. (2026). NOMOS GEO-QA: Canonical Question Registry (English Edition, v0.3.1). NobleJackal. https://noblejackal.com/nomos-geo-qa/
© 2026 Kaan MURAZ. All rights reserved.