[KongchangAI]
Unverified50% confidenceBenchmarkExact time

On 12 synthetic incident report extraction tasks, using Ollama to run llama3.1:8b locally with temperature=0 and a fixed seed, the single-call condition field accuracy was 30/36 (83.3%), and the three-step pipeline (planner, executor, reviewer) condition was 33/36 (91.7%).

1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen

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