V13 · MULTILINGUAL INTELLIGENCE™

Translate the language.
Do not translate away the medical identity.

A multilingual healthcare platform cannot rely on ordinary word-for-word translation. V13 separates the language label from the canonical concept so Arabic, Maltese, Spanish, Italian, French, German and other terms can resolve to the same governed identity where appropriate.

Canonical identityProvenanceMultilingualConfidenceFreshness
EnglishMaltiEspañolItalianoFrançaisDeutschالعربيةPortuguês中文Türkçe
Identity first

Canonical concept

The concept ID remains stable while labels vary.

Source-aware

Authoritative labels

Use official language versions when available rather than blindly translating.

Local language

Maltese terminology

Maintain reviewed local aliases where global terminologies do not provide them.

Ambiguity

Language-specific disambiguation

The same word may map differently by context and language.

Search

Unicode-safe normalisation

Preserve Arabic and other non-Latin scripts through search and matching.