Unverified50% confidenceFactExact time
Front Desk's validation step includes three independent checks: sentence validation (the cited sentence must appear verbatim in the corresponding entry), number validation (every number in the answer must be found in the cited entries, with form-equivalence rules such as '4 pm' equaling '16:00' but '$4' not equaling '$4.50'), and vocabulary validation (all semantically meaningful words must appear in the material the model received).
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFor the disconnection problem, a three-probe health check was designed: check registration, check ledger writability, and check tty environment, outputting three diagnostic lines with a single command.67% similarUnverifiedEach test item consists of three parts: a target review, a reconstructed context, and plausible misreading options.66% similarUnverifiedTesting should look not only at the answers but also at whether tickets are actually created and whether handoff to a human occurs when it should, and should measure task completion rate, response time, and cost per interaction.66% similarUnverifiedBuilding a small test set should start with 30 to 50 real questions, each accompanied by the correct answer and the document containing the answer, measuring retrieval (whether the correct text chunk appears in the top results) and generation (whether the final answer is supported by the retrieved text) separately.66% similarUnverifiedThe script's validation logic is divided into three layers: field completeness check (four required fields: prompt, context, answer, and source), blank detection (returns empty_answer if the value is empty after strip), and grounding detection (returns ungrounded if the intersection of tokenized answer and context is empty).66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1044201API
curl https://kongchang.com/api/v1/knowledge/claims/1044201MCP
get_claim(id=1044201)