RAG & Agents Engineering

M44 graph expansion

Expansion and the evidence set

Increase graph degree. Inspect the relations and source passages reached.

0
Candidate relations
2
Distinct source passages
2

Degree 0 selects only relations directly incident to the seed.

Explicit fictional fixture. No embeddings, extraction model or answer model runs here. Degree 0 is an unexpanded baseline; the notebook starts at degree 1. Source IDs name passages in this fixture.

Candidate relation ledger

Selected rows carry the accent.

RelationSourceSelected
Cancellation enables Exportp1Yes
Cancellation stops Billingp2Yes
Export uses Snapshotp3No
Billing links Refundp2No
Snapshot needs Storagep4No
Refund needs Accountp4No
Storage restored after Outagep5No
Account affected by Outagep5No

Counts measure candidate growth, not answer quality. Predicate direction is ignored by this incidence-matrix expansion.