Paper Citation Record · LEDGER

HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2502.12442.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.12442 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:08:27.361060Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-02T08:36:47.823284Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 421bf404-e7fa-49fc-851e-293c94ef9bd2 · inbound

Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Case Study cites this paper.

Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Case Study HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T11:08:27.361060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d350887-30a9-4832-814c-7c249bc2773b · inbound

Harmonia: End-to-End RAG Serving Optimization cites this paper.

Harmonia: End-to-End RAG Serving Optimization HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T04:40:04.541391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7314620-9118-488f-904d-7b5f8e7ea7bf · inbound

Through the Stealth Lens: Attention-Aware Defenses Against Poisoning in RAG cites this paper.

Through the Stealth Lens: Attention-Aware Defenses Against Poisoning in RAG HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-25T08:15:34.164121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 984fec7c-f0a6-4de2-ab47-29394dc0d7bb · inbound

MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval cites this paper.

MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T16:26:48.703851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77977f93-5b05-43f5-9e11-be70c4465338 · inbound

Structure Guided Retrieval-Augmented Generation for Factual Queries cites this paper.

Structure Guided Retrieval-Augmented Generation for Factual Queries HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T13:21:06.370697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dcb374b5-94bf-42ac-9190-b2c9b86eaa6c · inbound

Executable Schema Contracts: From Automatic Ingestion to Multi-Source Retrieval cites this paper.

Executable Schema Contracts: From Automatic Ingestion to Multi-Source Retrieval HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T08:36:47.824901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3d756fb7-a776-42d4-b989-8b054df3d89c · inbound

TRIAGE: Trustworthy Retrieval Instrumentation And Graph Evaluation cites this paper.

TRIAGE: Trustworthy Retrieval Instrumentation And Graph Evaluation HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-12T02:25:06.265447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.