mquake-38-relation-types-templates

IN premise — summaries/2026/08/24/zhong-2023-mquake-sR-references-chunk-2.md

Created 2026-08-25T02:59:07+00:00

MQuAKE covers 38 Wikidata relation types (e.g., P36, P27, P136) with distinct question templates for querying single-hop facts and cloze templates for converting edits into natural-language statements for memory storage.

Summary

MQuAKE can only reason about 38 specific relationship categories (like father-of, mother-of, occupation) because it was built around those, and for each one it relies on two sentence templates: one that phrases a factual question and another that rewrites an edit as a plain statement for memory storage. This sets a hard boundary on which kinds of relationships the system can handle and defines how structured data gets turned into readable text for both querying and filing away.