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Jumi Kim BS on Muck Rack

Jumi Kim BS

As seen in: Wiley Online Library
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Articles

Human-supervised LLM triage of pig butchering complaints: A validation study of multi-model identifier extraction

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By Jin Jang, Sanghyeob Ko MS, Jumi Kim BS
| Wiley Online Library Verified
A four-tier information-based forensic taxonomy classified 96.7% of cases by identifiers. Tri-model LLMs recovered fraud identifiers at F1 = 0.865–1.000 across artifact types. Cross-model disagreement directed 31% of cases to prioritized human review as quality control. Pipeline extraction took 74 min at $15 USD; flagged cases remained in human review. Screenshot cross-check on 25 cases surfaced image-only leads as a pilot finding for future work.
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