research-document

Semantic Normalization Rules

Semantic Normalization Rules

  • Normalization is deterministic.
  • Raw text remains preserved.
  • Ontology patterns are provisional.
  • Matching is case-insensitive.
  • Prefer exact substring matching first.
  • If multiple concepts match, record all matches.
  • If no concept matches, record the item in unresolved-semantic-matches.md.
  • Semantic agreement is not proof of actual equivalence.
  • Semantic normalization is a measurement aid, not theory validation.