[KongchangAI]
Unverified50% confidenceFactExact time

Pricor's processing pipeline is: first a rule analyzer finds the header row, row types, column types and number formats, then the fine-tuned multilingual model Laya assigns each column to a closed set of roles, columns Laya is unsure about go to Gemma 4 E4B running locally via Ollama, and anything still uncertain is handed to the user to answer.

1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen

Sources

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curl https://kongchang.com/api/v1/knowledge/claims/1065583
MCP
get_claim(id=1065583)