Paper Citation Record · LEDGER

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models

As of 3 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2604.12185.

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

pith.paper-citation-record.v1
2604.12185 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T16:20:31.981340Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T14:58:45.214296Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-20T15:03:24.803681Z

Reference resolution

62 of 62 outbound references displayed

verified exact17
verified fuzzy38
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c7f958a8-1657-4c62-8d5d-246a4f3d1bba · outbound

This paper cites A Survey of Large Language Models.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models A Survey of Large Language Models

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-11T09:00:59.714246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d11bb93b-5bb6-4ec3-b2e7-b97107b785ff · outbound

This paper cites A survey on evaluation of large language models.ACM transactions on intelligent systems and technology, 15(3):1–45.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models A survey on evaluation of large language models.ACM transactions on intelligent systems and technology, 15(3):1–45

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.349029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 8a32cbb4-4938-4f8b-ae32-1d3f7dbdd116 · outbound

This paper cites Unifying large language models and knowledge graphs: A roadmap.IEEE Transactions on Knowledge and Data Engineering, 36(7):3580–3599.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Unifying large language models and knowledge graphs: A roadmap.IEEE Transactions on Knowledge and Data Engineering, 36(7):3580–3599

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.311513Z

Source-reported events for the cited work

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Observation b9552930-1c15-4c89-9f3f-2ff8f7512084 · outbound

This paper cites V2X-LLM: Enhancing V2X Integration and Understanding in Connected Vehicle Corridors.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models V2X-LLM: Enhancing V2X Integration and Understanding in Connected Vehicle Corridors

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T09:00:59.777552Z

Source-reported events for the cited work

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Observation 6b140a18-391d-4c18-aada-42b073fa5ebe · outbound

This paper cites Retrieval-augmented generation for knowledge- intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Retrieval-augmented generation for knowledge- intensive nlp tasks.Advances in neural information processing systems, 33:9459–9474

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.325865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 6b10721a-54a3-40c4-a88e-57944ac98b89 · outbound

This paper cites Graphusion: A rag framework for scientific knowledge graph construction with a global perspective.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Graphusion: A rag framework for scientific knowledge graph construction with a global perspective

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.308778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e4fc7b5a-cce7-493d-a585-9486685c15bc · outbound

This paper cites Knowledge-grounded agentic large language models for multi-hazard understanding from reconnaissance reports.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Knowledge-grounded agentic large language models for multi-hazard understanding from reconnaissance reports

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:00:59.782194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ab8da8fd-8215-4332-8209-f0fd3eb6b998 · outbound

This paper cites Knowledge graph-guided retrieval augmented generation.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Knowledge graph-guided retrieval augmented generation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.352111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b3ea062c-e084-474b-8887-0dee02f5d726 · outbound

This paper cites A survey on rag meeting llms: Towards retrieval-augmented large language models.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models A survey on rag meeting llms: Towards retrieval-augmented large language models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.278998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 66c42b84-47ed-4140-bc3a-a0daeccd6bab · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization, April 2024.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models From Local to Global: A Graph RAG Approach to Query-Focused Summarization, April 2024

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.342068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 16c9a4d5-57ca-45f1-8877-4a3881eb3a16 · outbound

This paper cites G-retriever: Retrieval-augmented generation for textual graph understanding and question answering.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models G-retriever: Retrieval-augmented generation for textual graph understanding and question answering

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.361556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 0d422c73-2861-4126-8128-5d3f13b6df90 · outbound

This paper cites Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T09:00:59.746536Z

Source-reported events for the cited work

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Observation 1301e364-04ab-43c8-9a17-4fb5c0fbe875 · outbound

This paper cites Knowledge Hypergraphs: Prediction Beyond Binary Relations.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Knowledge Hypergraphs: Prediction Beyond Binary Relations

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:00:59.742403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4350031d-6b74-400c-adc5-90d1b91bc55f · outbound

This paper cites Hypergraph theory.An introduction.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Hypergraph theory.An introduction

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.255613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 6275ddc9-619a-4673-bb50-b63b4f85c429 · outbound

This paper cites Hypergraph-based motion gener- ation with multi-modal interaction relational reasoning.Transportation Research Part C: Emerging Technologies, 180:105349.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Hypergraph-based motion gener- ation with multi-modal interaction relational reasoning.Transportation Research Part C: Emerging Technologies, 180:105349

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.296170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 11703a70-7cc3-41a4-bd9f-835397b7e13b · outbound

This paper cites AI2-Active Safety: AI-enabled Interaction-aware Active Safety Analysis with Vehicle Dynamics.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models AI2-Active Safety: AI-enabled Interaction-aware Active Safety Analysis with Vehicle Dynamics

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:00:59.756901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation a544d1b3-1055-439b-ac59-126ffae119ee · outbound

This paper cites How Independent are Large Language Models? A Statistical Framework for Auditing Behavioral Entanglement and Reweighting Verifier Ensembles.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models How Independent are Large Language Models? A Statistical Framework for Auditing Behavioral Entanglement and Reweighting Verifier Ensembles

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-11T09:00:59.799891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f783017e-b4f4-4d90-95b5-e6ea8f6b73d7 · outbound

This paper cites Hyper-rag: Combating llm hallucinations using hypergraph-driven retrieval-augmented generation.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Hyper-rag: Combating llm hallucinations using hypergraph-driven retrieval-augmented generation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.338706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 36bc4bc0-24cc-485f-ae42-8485eb8e56aa · outbound

This paper cites HyperGraphRAG: Retrieval-Augmented Generation with Hypergraph-Structured Knowledge Representation //.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models HyperGraphRAG: Retrieval-Augmented Generation with Hypergraph-Structured Knowledge Representation //

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:00:59.679562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 0109f26c-1a7c-4dc5-8db6-532c689fbc67 · outbound

This paper cites Cross-granularity hypergraph retrieval- augmented generation for multi-hop question answering.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Cross-granularity hypergraph retrieval- augmented generation for multi-hop question answering

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.265026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation a9654ab6-2431-49f7-8df9-574583366bc1 · outbound

This paper cites Cog-rag: Cognitive-inspired dual-hypergraph with theme alignment retrieval-augmented generation.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Cog-rag: Cognitive-inspired dual-hypergraph with theme alignment retrieval-augmented generation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.311211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d601fbc3-02c3-4672-9afe-339b5b0ba267 · outbound

This paper cites Us port disruptions under tropical cyclones: Resilience analysis by harnessing multiple-source dataset.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Us port disruptions under tropical cyclones: Resilience analysis by harnessing multiple-source dataset

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:00:59.791956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e1ddea6a-5c37-4923-a16b-e55e263303d1 · outbound

This paper cites Cyportqa: Benchmarking multimodal large language models for cyclone preparedness in port operation.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Cyportqa: Benchmarking multimodal large language models for cyclone preparedness in port operation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.372715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c9d81799-47cb-4f1b-a62c-145e652c429c · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-11T09:00:59.723231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 06100617-c597-44e1-8b67-019c16e39075 · outbound

This paper cites REALM: Retrieval-Augmented Language Model Pre-Training, February 2020.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models REALM: Retrieval-Augmented Language Model Pre-Training, February 2020

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.358363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 95d89069-adf2-45d5-8209-e6406d03eaec · outbound

This paper cites BioRAG: A RAG-LLM Framework for Biological Question Reasoning.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models BioRAG: A RAG-LLM Framework for Biological Question Reasoning

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:00:59.733511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation a27084e5-3315-4170-bba9-811b0543c415 · outbound

This paper cites LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal Domain, August 2024.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal Domain, August 2024

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.291509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation a88413cf-057f-4e34-96bb-97989520888f · outbound

This paper cites A Systematic Framework for Enterprise Knowledge Retrieval: Leveraging LLM-Generated Metadata to Enhance RAG Systems, December 2025.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models A Systematic Framework for Enterprise Knowledge Retrieval: Leveraging LLM-Generated Metadata to Enhance RAG Systems, December 2025

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.375795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 10f1f08f-1ad8-48ec-a1ec-6ad3ded2b27a · outbound

This paper cites Dense Passage Retrieval for Open-Domain Question Answering.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Dense Passage Retrieval for Open-Domain Question Answering

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:24:42.733368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f1c958da-b293-4a7b-9e0a-2ab715ce3b88 · outbound

This paper cites Atlas: Few-shot Learning with Retrieval Augmented Language Models, August 2022.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Atlas: Few-shot Learning with Retrieval Augmented Language Models, August 2022

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.260163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e173e463-4365-4864-a078-9a22a27fe840 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-05-11T09:00:59.692985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation fafe4840-8e04-484d-82d3-c356d6caaf30 · outbound

This paper cites A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.335087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation a2710a74-d122-4ae2-a7ce-589af1b6b279 · outbound

This paper cites Retrieval Augmented End-to-End Spoken Dialog Models, February 2024.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Retrieval Augmented End-to-End Spoken Dialog Models, February 2024

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.239097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation a689b355-a3c2-4c26-87d2-8340b98f87a7 · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-12T14:15:11.779838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 54ed74b8-f91b-4d9e-ba1a-afef3b435bea · outbound

This paper cites Self-adaptive Multimodal Retrieval-Augmented Generation, October 2024.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Self-adaptive Multimodal Retrieval-Augmented Generation, October 2024

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.307562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f1c5aa15-23af-4988-85c8-ac1a58167442 · outbound

This paper cites Knowing You Don’t Know: Learning When to Continue Search in Multi-round RAG through Self-Practicing, May 2025.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Knowing You Don’t Know: Learning When to Continue Search in Multi-round RAG through Self-Practicing, May 2025

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.249030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation deebd6e4-e692-4174-a821-cdb9c68ae9f2 · outbound

This paper cites Ragas: Automated Evaluation of Retrieval Augmented Generation, September 2023.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Ragas: Automated Evaluation of Retrieval Augmented Generation, September 2023

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.367164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation af47717a-658c-4250-92a1-beebed994095 · outbound

This paper cites MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries, January 2024.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries, January 2024

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.285619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 87448eb8-5d02-49c4-a32b-a18fbe85ce6b · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Graph Retrieval-Augmented Generation: A Survey

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:00:59.700630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 9a735648-ca84-4493-90c9-8bd07a61eb51 · outbound

This paper cites GRAG: Graph Retrieval-Augmented Generation, May 2024.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models GRAG: Graph Retrieval-Augmented Generation, May 2024

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.281954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c408d560-d681-483f-9df6-1bee8ebfec47 · outbound

This paper cites Knowledge Graph-Guided Retrieval Augmented Generation, February 2025.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Knowledge Graph-Guided Retrieval Augmented Generation, February 2025

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.235527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 257555ca-726c-471a-8251-61eab492ab3b · outbound

This paper cites Think-on- Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation, July 2024.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Think-on- Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation, July 2024

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.295026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 06d2735c-28bc-4733-a9d1-bc261e43a950 · outbound

This paper cites Rossi, Subhabrata Mukherjee, Xianfeng Tang, Qi He, Zhigang Hua, Bo Long, Tong Zhao, Neil Shah, Amin Javari, Yinglong Xia, and Jiliang Tang.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Rossi, Subhabrata Mukherjee, Xianfeng Tang, Qi He, Zhigang Hua, Bo Long, Tong Zhao, Neil Shah, Amin Javari, Yinglong Xia, and Jiliang Tang

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.299076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e2faccad-0c4b-4c33-95f7-d8ded4a0d59c · outbound

This paper cites Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering, April 2024.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering, April 2024

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.322789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 71e90f82-caab-4c82-b62d-c99a8342c057 · outbound

This paper cites PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths, February 2025.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths, February 2025

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.246188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 76f78138-4e8d-4b65-88e7-355db8a72372 · outbound

This paper cites Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:00:59.667956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e562206e-8d68-41ee-87e9-6a22338faae1 · outbound

This paper cites Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling, December 2025.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling, December 2025

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.369901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5338d86f-bf07-44dc-8242-509700a205d5 · outbound

This paper cites GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning, May 2024.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning, May 2024

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.303929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5739469d-03ca-455f-8627-fa2b267cff61 · outbound

This paper cites Temporal Graph Networks for Deep Learning on Dynamic Graphs.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Temporal Graph Networks for Deep Learning on Dynamic Graphs

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-17T17:04:50.770517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 874bf94b-473a-43f5-b0d9-61d1bf439247 · outbound

This paper cites Temporal Graph Network for continuous-time dynamic event sequence.Knowledge-Based Systems, 304:112452, November 2024.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Temporal Graph Network for continuous-time dynamic event sequence.Knowledge-Based Systems, 304:112452, November 2024

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.329168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f6d9673d-f5d8-4858-b6ec-73c0dc5406c3 · outbound

This paper cites Beyond single pass, looping through time: Kg-irag with iterative knowledge retrieval.arXiv preprint arXiv:2503.14234.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Beyond single pass, looping through time: Kg-irag with iterative knowledge retrieval.arXiv preprint arXiv:2503.14234

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:00:59.764914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5e1162be-2776-4ef9-9b12-774c60507f40 · outbound

This paper cites DyG-RAG: Dynamic Graph Retrieval-Augmented Generation with Event-Centric Reasoning.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models DyG-RAG: Dynamic Graph Retrieval-Augmented Generation with Event-Centric Reasoning

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:00:59.662935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 6f917b06-fcdd-4d8b-bcef-51daf1b6dc30 · outbound

This paper cites Message Passing for Hyper-Relational Knowledge Graphs, September 2020.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Message Passing for Hyper-Relational Knowledge Graphs, September 2020

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.272245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation fe534aa3-e6f5-4100-97f6-dfa4014b3ad2 · outbound

This paper cites an unresolved cited work.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-05-17T15:51:56.332030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b3db0f80-96d7-4258-b1d1-0ea774e88c86 · outbound

This paper cites Inference of dynamic hypergraph representations in temporal interaction data.Phys.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Inference of dynamic hypergraph representations in temporal interaction data.Phys

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.345643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 4271b9f5-469c-4146-9cff-efc132e5427d · outbound

This paper cites What is Event Knowledge Graph: A Survey.IEEE Transactions on Knowledge and Data Engineering, 35(7):7569–7589, July 2023.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models What is Event Knowledge Graph: A Survey.IEEE Transactions on Knowledge and Data Engineering, 35(7):7569–7589, July 2023

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.288556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 2af2b029-3f47-4b14-bb20-bb2a60eb6578 · outbound

This paper cites T-48 hours before expected landfall.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models T-48 hours before expected landfall

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.315569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 58e6ce6e-fe12-4aca-a5df-12b6c7712b27 · outbound

This paper cites an unresolved cited work.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-05-17T15:51:56.364142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 7d6fec53-1f3f-47af-b9f3-a45486a2e333 · outbound

This paper cites an unresolved cited work.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-05-17T15:51:56.319243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 226bdade-92f3-445e-af6f-466836fb3de4 · outbound

This paper cites an unresolved cited work.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-05-17T15:51:56.299440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ce8abca3-5635-4c7a-a281-89e5618b2af2 · outbound

This paper cites an unresolved cited work.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-05-17T15:51:56.355306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 914ad0ca-549f-453b-afd7-d10123cc7514 · outbound

This paper cites Was the port restriction justified?.

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Was the port restriction justified?

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T15:51:56.261984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Pith citing papers

Observation 049c40bd-27a8-4d16-ba08-8afa2d06a6f0 · inbound

Learning Higher-Order Structure from Incomplete Spatiotemporal Data: Multi-Scale Hypergraph Laplacians with Neural Refinement cites this paper.

Learning Higher-Order Structure from Incomplete Spatiotemporal Data: Multi-Scale Hypergraph Laplacians with Neural Refinement Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-05-20T15:03:24.805596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.