Users saw fast-rule evidence, partial streams, DeepSeek completion, and fallback states as one blended AI status. The city evidence panel now names the current stage directly so a loading stream reads as fast judgment complete, a successful response reads as AI bulletin read complete, and incomplete responses explain that rule evidence is being used.
Constraint: Keep the existing fast evidence path visible while DeepSeek streams in.
Rejected: Label fallback as an AI failure | that incorrectly implies the card is broken even when rule evidence is valid.
Confidence: high
Scope-risk: narrow
Reversibility: clean
Tested: npm run build
Not-tested: Manual browser timing of partial stream transitions.
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