PATTERN

Geltre + JEV

Geltre and JEV solve different adjacent problems: Geltre orients. JEV decides.

STATERaw evidence

GELTREWhat matters?

JEVWhat should happen?

CODEAct

Why pair them?

Bounded decision models benefit from receiving the smallest sufficient evidence set. Geltre can reduce irrelevant state before a typed decision call without replacing the decision model itself.

Measured ServiceOps result

Lane	Decision accuracy	JEV input tokens
Raw → JEV	0.9020	92,105
BM25 → JEV	0.8235	35,469
Geltre linear → JEV	1.0000	35,587

This result is specific to the held-out ServiceOps v0.3 benchmark. It is not presented as a universal cross-domain guarantee.

Escalation pattern

state
  ↓
Geltre
  ↓
JEV ── confident ──→ deterministic action
  └── uncertain ───→ broader evidence → LLM / human

Benchmarks →