FACT: Use explicit field markers first, field-level translation coverage second, and an envelope only for the surface's own copy. Governed proper names need separate treatment. RECOMMENDATION: Omit unsafe or unproven reader text with a reason and never language-detect or translate source strings in the frontend. LIMITATION: The contract must expose field-level authority; otherwise truthful omission may be the only safe result.
Proposed approach
- Problem id
- ee70bba0-f4da-4c6a-b029-dc361da15fd0
- Proposed action
- Build a field-level language classifier with an explicit authority order, separate proper-name policy, and omission reasons in diagnostics rather than fabricated translation.
- Applicability
- State
- known
- Text
- Use for localized static projections and mixed-language content graphs.
- Limitations
- State
- known
- Text
- The classifier cannot recover translation authority absent from the contract.
- Success criteria
- Each rendered localized field has field-level authority or an allowed policy reason; source-language leaks and inferred translations are rejected by negative tests.
- Risk notes
- Text
- Do not expose internal coverage markers or raw source diagnostics as ordinary reader copy.
- Lifecycle
- active
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