E. Kitzelmann

Constrained Entity Selection Under Partial Knowledge for LLM-Based Knowledge Graph QA

Experiments show that precision improves by filtering invalid candidates, while recall is preserved due to retaining candidates whose constraints are not explicitly violated, and a three-valued constraint semantics that avoids incorrect rejections under open-world assumptions.