Inference

8 pages filed under Decisions › inference. A decision is a choice made for the project, with its context, its options and what it affects.

Date: 2026-09-12
Sort: A–Z
DecisionDateFirst lineLinks
Bounded neighbourhood2026-09-12Co-occurrence is accumulated per paragraph and never materialised as a full matrix. Only the fifty best neighbours of each node are kept, ranked by count then by identifier.
Confidence and provenance on every link2026-09-12Every link carries a confidence between 0 and 1 and at least one provenance. When methods agree, confidences combine and every provenance is kept. The first version stores the score, orders mentions with it, and does not show it.
Declarative profile2026-09-12The meta-model is a YAML profile validated by a schema. The engine knows only types, attributes, relations and scores. Adding a type or a relation pair is a profile change, never a code change.
Keyword page threshold2026-09-12A keyword page exists from three occurrences in at least two files; below that, the word is searchable but has no page. The threshold is configurable, and the build reports how many pages it generated and how many expressions it discarded.
Links are authoritative2026-09-12A markdown link to another note is the strongest relation the tool knows: confidence 1.00, above anything inferred, and a frontmatter reference comes next at 0.90. What an author wrote is never overturned by what the tool recognised: the relation of a mapped section or of a typed attribute stands, inference only fills what nobody declared, and the page tells a written link from a recognised word by the way it is drawn. A link to a missing file is an error, a link to a document attaches it, a link from a note to itself yields nothing, and several links to one target are one link with several provenances.

5 inference of 5 — pagination by twenty. The Links column counts the related pages, which brings the most central inference of the journey to the top.