Unverified50% confidenceSolutionExact time
SoloOps introduces a deterministic evidence gate: the model is only responsible for breaking the client request into verbatim-quoted "claims" with verbatim quotes of the confirmed requirement text, and TypeScript code checks item by item whether the quotes actually exist in the stored text; fabricated numbers, altered quotes, draft requirements or contradictions are all downgraded to "unclear".
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedGrounding instructions (requiring statements only of facts present in the source text and citing exact sentences) eliminate hallucinations, because the model must omit a claim when it cannot find a supporting citation.66% similarUnverifiedWriting property assertions on fixtures (such as ID uniqueness, default-value independence, transaction isolation) can catch patches that turn assertions into tautologies.63% similarUnverifiedThe capability of citation anchors has a clear upper limit: text matching can only prove that the characters exist in the document, it cannot prove that those characters are the correct source of the field, nor can it capture misreadings by OCR itself.63% similarUnverifiedAwas's citation gate is implemented in pure code, keeping only those evidence rows whose citations are verbatim substrings of page text fetched during that run.63% similarUnverifiedRequiring the model in the prompt to tag a source ID after each sentence, or using structured output to return answer and citations, are two ways to force citations at generation time.61% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1069626API
curl https://kongchang.com/api/v1/knowledge/claims/1069626MCP
get_claim(id=1069626)