Knowledge Graph

Graph explorer

Search resolved entities, walk their edges, and read the sentence behind every one.

Entities25 of 207,987

Entity

LLM-guided search

technology1 mentionslast seen Sep 30, 2026

A search method that uses large language models to explore multiple candidate trajectories.

Relationships 1

PAC-CFdepends onLLM-guided search88% confidence1 source

LLM-guided search

Relationship

PAC-CFdepends onLLM-guided search

88% confidence1 supporting mentions

Either name opens that entity’s relationships.

Sources 1

preprintarXivSep 29, 2026PAC-CF: Calibrating Irreversible Frontier Pruning in LLM-Guided Search
Probably Approximately Correct Conformal Filtering (PAC-CF). Its fixed-frontier analysis formulates elimination as an (ε,δ)-PAC problem under bounded evaluator bias; its operational rule separately calibrates a score-gap threshold on held-out tasks by running the original controller without PAC-CF and using post-search verifier labels to measure the deficit of solution-preserving candidates relative to the frontier leader