Paper Citation Record · LEDGER

Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 26 inbound Pith citation observations for arXiv:2410.20724.

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

pith.paper-citation-record.v1
2410.20724 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 26 of 26 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 26 of 26 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:41:59.426801Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T15:59:56.605366Z

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 b390d89f-ad19-484a-bea9-3e3a72e1fd22 · inbound

A Comprehensive Framework for Reliable Legal AI: Combining Specialized Expert Systems and Adaptive Refinement cites this paper.

A Comprehensive Framework for Reliable Legal AI: Combining Specialized Expert Systems and Adaptive Refinement Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T23:23:28.349503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c052c0b-e29a-4c33-8186-a697924ed9a2 · inbound

Retrieval-Augmented Generation with Graphs (GraphRAG) cites this paper.

Retrieval-Augmented Generation with Graphs (GraphRAG) Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 232

Resolution: verified exact; arxiv_id, observed 2026-05-18T04:33:39.572481Z

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 2b5c62e6-34c1-4c6f-8edf-cc224dd3c176 · inbound

MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation cites this paper.

MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T20:57:12.870294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5b717eb-bd0a-428b-961c-b231eb782fd9 · inbound

VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos cites this paper.

VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T15:04:36.954172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53a39ea2-516a-40b8-b208-2c7e76d9b9ac · inbound

GPR: Empowering Generation with Graph-Pretrained Retriever cites this paper.

GPR: Empowering Generation with Graph-Pretrained Retriever Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:13:00.201806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8542ce97-933d-42d5-8941-52302f466351 · inbound

Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question Answering cites this paper.

Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question Answering Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T04:47:37.567324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ca531b0-a0cd-4716-973a-6de82ab3075a · inbound

Large Language models for Time Series Analysis: Techniques, Applications, and Challenges cites this paper.

Large Language models for Time Series Analysis: Techniques, Applications, and Challenges Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:55.222811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfd96e43-19bc-4ecd-b5b4-4929d0bfeb15 · inbound

SlimRAG: Retrieval without Graphs via Entity-Aware Context Selection cites this paper.

SlimRAG: Retrieval without Graphs via Entity-Aware Context Selection Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T00:42:12.684566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df8f75df-78a4-419d-8b5a-dfa713c136ab · inbound

Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation cites this paper.

Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:19.329652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f3c0389-eaf9-47c1-bae0-5da5f9f75b47 · inbound

BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering cites this paper.

BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:55.605269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f53e301-16ce-4051-81df-5aab615ce45e · inbound

Explainable Knowledge Graph Retrieval-Augmented Generation (KG-RAG) with KG-SMILE cites this paper.

Explainable Knowledge Graph Retrieval-Augmented Generation (KG-RAG) with KG-SMILE Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T10:53:13.327091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c907a265-e4b7-4d7f-8955-c3203b4b520c · inbound

Search-on-Graph: Iterative Informed Navigation for Large Language Model Reasoning on Knowledge Graphs cites this paper.

Search-on-Graph: Iterative Informed Navigation for Large Language Model Reasoning on Knowledge Graphs Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T10:45:02.560125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bff1fb7-40ce-4061-ad7c-ae3bc48a393b · inbound

A2RAG: Adaptive Agentic Graph Retrieval for Cost-Aware and Reliable Reasoning cites this paper.

A2RAG: Adaptive Agentic Graph Retrieval for Cost-Aware and Reliable Reasoning Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T07:07:53.050001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baaa0cc4-1bf4-4a00-beef-3866c147a85c · inbound

NeuroSymActive: Differentiable Neural-Symbolic Reasoning with Active Exploration for Knowledge Graph Question Answering cites this paper.

NeuroSymActive: Differentiable Neural-Symbolic Reasoning with Active Exploration for Knowledge Graph Question Answering Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-15T22:10:21.557164Z

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 3da09e64-f379-4d5c-a869-0688561c5940 · inbound

NeuroSymActive: Differentiable Neural-Symbolic Reasoning with Active Exploration for Knowledge Graph Question Answering cites this paper.

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T22:57:01.172376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3229a78-2181-49d8-a5d0-93ab1dd1fb5d · inbound

Multi-Faceted Continual Knowledge Graph Embedding for Semantic-Aware Link Prediction cites this paper.

Multi-Faceted Continual Knowledge Graph Embedding for Semantic-Aware Link Prediction Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:40:59.160597Z

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 2a128c0f-0bee-4e0c-b3d1-f7fcabc33b2f · inbound

Behavioral Intelligence Platforms: From Event Streams to Autonomous Insight via Probabilistic Journey Graphs, Behavioral Knowledge Extraction, and Grounded Language Generation cites this paper.

Behavioral Intelligence Platforms: From Event Streams to Autonomous Insight via Probabilistic Journey Graphs, Behavioral Knowledge Extraction, and Grounded Language Generation Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-15T11:55:33.559922Z

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 01281ee4-0473-46a0-8070-44c29727b3c3 · inbound

Position: How can Graphs Help Large Language Models? cites this paper.

Position: How can Graphs Help Large Language Models? Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:10:42.844126Z

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 481165ce-3e77-4c50-9305-21b284cb3624 · inbound

SAGE: A Self-Evolving Agentic Graph-Memory Engine for Structure-Aware Associative Memory cites this paper.

SAGE: A Self-Evolving Agentic Graph-Memory Engine for Structure-Aware Associative Memory Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 164

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T04:52:17.392156Z

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 bf787b97-8d14-4608-a109-cabdec3185cd · inbound

Agents-K1: Towards Agent-native Knowledge Orchestration cites this paper.

Agents-K1: Towards Agent-native Knowledge Orchestration Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-07-03T15:18:33.915924Z

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 01f8144b-5764-4f68-a37c-b2376eb0d7d6 · inbound

Agents-K1: Towards Agent-native Knowledge Orchestration cites this paper.

Agents-K1: Towards Agent-native Knowledge Orchestration Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:24:38.427914Z

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 ce464c3f-24ad-4bf2-ac53-cab5ba710780 · inbound

Agents-K1: Towards Agent-native Knowledge Orchestration cites this paper.

Agents-K1: Towards Agent-native Knowledge Orchestration Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T11:40:46.251153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 644eabfb-44b4-4ceb-bd01-cf8f0d7254e4 · inbound

MKG-RAG-Bench: Benchmarking Retrieval in Multimodal Knowledge Graph-Augmented Generation cites this paper.

MKG-RAG-Bench: Benchmarking Retrieval in Multimodal Knowledge Graph-Augmented Generation Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-04T15:59:56.606963Z

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 834f5a80-34b9-4f11-ab6e-8de504136912 · inbound

Query-Focused Event Summarization: A Dataset and Benchmark cites this paper.

Query-Focused Event Summarization: A Dataset and Benchmark Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T06:33:56.134160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3121b34e-b9e5-4200-b6da-69baebd83941 · inbound

KAMR: Grounding Generation via Knowledge-Aligned Multi-hop Retrieval cites this paper.

KAMR: Grounding Generation via Knowledge-Aligned Multi-hop Retrieval Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 62

Resolution: unresolved; no resolver link, observed 2026-07-30T11:11:57.570534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b765ec57-256a-4532-9b5f-fea73f5bab5d · inbound

KGCache: Amortized Subgraph Retrieval for KG Reasoning with LLMs cites this paper.

KGCache: Amortized Subgraph Retrieval for KG Reasoning with LLMs Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T00:41:59.426801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.