Library / First Principles Framework (FPF) - Core Conceptual Specification
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E.11:4.6.1 - Compare the information the reader actually receives

For a title or cue revision, name the reading operation and compare the material that operation exposes. First discovery, browsing supported working questions, selecting among neighbors and re-finding a known method can need different cues. Understanding an opened body and composing its method with others require the content and relations inside the patterns.

Keep these comparisons distinct:

Visible materialWhat the comparison can establish
Titles aloneWhether the headings expose a plausible working question and distinguish candidates at this first encounter.
Complete ToC rowsWhether titles together with keywords, query cues, status and relevant dependencies support the choice.
Full bodies or search windowsWhat the available passages let this reader recover; the result includes any body explanation actually supplied.
Indexed or retrieved fragmentsWhat the consuming system can find and show from the fields and context it actually receives.

For a title-only comparison, withhold the fuller cue and the author’s intended answer. Keep the task and allowed preparation comparable, include tempting neighboring patterns and an ordinary non-use case, then open the selected body to inspect the promised result and boundary. Preserve an actual first response before giving explanations that could teach the intended choice. A desk comparison can justify a visible repair; use an actual reading when unresolved interpretations can change the selection or when claiming that a reader recovered the intended question.

For AI retrieval, inspect the real input: the file or index fields, included heading and parent context, chunk boundary and returned passage. A renamed heading can affect only a path that carries its text or resulting representation. Adding context to a fragment is another intervention. A heading scan, a full-text search and a contextual embedding query therefore need their own declared conditions; a result from one does not establish the others.

Check both discovery from a working question and re-finding by a useful technical term. An attractive first click is insufficient if the body returns the reader from a wrong use or the familiar method becomes harder to find. Keep the useful shortlist, correction or no-use return; ordinary comparison needs no extra catalogue or score. A local AI reading supports that observed response, not a human-effect estimate. Keep any new body content separate from a title or presentation contribution, and use an appropriate description-comparison method when that attribution matters.