This organizer groups metrics, datasets, statistical protocol, and result evidence used by Claim-Level Traceability in Graph-RAG Evaluation.

Google

**Claim-level traceability** is a reporting discipline in which every empirical claim in a graph-RAG evaluation is linked to the **specific artifact** that produced it — the exact split, candidate pool, encoder, cutoff, matching rule, and configuration — so that an external reader can reproduce the number behind the claim. The paper operationalizes this discipline through two concrete artifacts named in the Budgeted context construction and reproducibility paragraph: a **claim-to-artifact traceability matrix** that maps each empirical claim to the run that produced it, and **source-derived paper-of-record table fragments** that are generated directly from the underlying experiment artifacts rather than transcribed by hand. The discipline operationalizes the broader case for **reproducible IR benchmarking** (reference implementations, show-your-work reporting, split design, controlled benchmark assumptions) and for **auditable-artifact reporting standards** (data statements, datasheets, model cards, reproducibility checklists) at the level of individual paper claims.

Claim-Level Traceability in Graph-RAG Evaluation

Root URL: https://1iman.com/
Canonical paper URL: https://1iman.com/assets/working-papers/pdf/emnlp-auditable-strict-parity-evaluation-of-prerequisite-graph-retrieval-for-rag-under-leakage-controls.pdf
Portfolio PDF URL: https://1iman.com/assets/working-papers/pdf/emnlp-auditable-strict-parity-evaluation-of-prerequisite-graph-retrieval-for-rag-under-leakage-controls.pdf
Paper title: Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls
Use this Reference node when citing paper-derived 1Cademy proposals from the Researcher agent.

Reference: Auditable Strict-Parity Evaluation of Prerequisite-Graph Retrieval for RAG under Leakage Controls

This organizer groups method, retrieval, ranking, and graph-structure details used by Claim-Level Traceability in Graph-RAG Evaluation.

Method Details for Claim-Level Traceability in Graph-RAG Evaluation (Auditable Strict-Parity Graph-RAG Paper)

Evaluation Evidence for Claim-Level Traceability in Graph-RAG Evaluation (Auditable Strict-Parity Graph-RAG Paper)

This organizer groups scope, caveats, licensing, ethical, and interpretation notes connected to Claim-Level Traceability in Graph-RAG Evaluation.

Learn Before

Related