Relation Before Entity: Deferred Commitment in Language Model Factual Recall

What changed

Relation information becomes generation-controlling 10 to 16 network layers before entity information during language model factual recall.

Why you should care

This finding clarifies the internal dynamics of factual recall in decoder-only models, showing deferred entity commitment.

Your move

Watch. Monitor further research applying these causal diagnostics to broader model families.

Evidence

Preliminaryarxiv.org ↗

What to watch next

Replication of this temporal asymmetry across larger and instruction-tuned language models.

Event

research

Event date

Sep 17, 2026

Relevant to

General AI readers