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Paper Citation Record · LEDGER

Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 53 inbound Pith citation observations for arXiv:2408.04187.

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

pith.paper-citation-record.v1
2408.04187 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 53 of 53 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:41:52.972270Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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  • malformed identifier0
  • metadata mismatch0

External citation measurements

30
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ec89538c-59dc-401c-a8ce-8f75015a9c6f · inbound

Feedback-Guided Extraction of Knowledge Base from Retrieval-Augmented LLM Applications cites this paper.

Feedback-Guided Extraction of Knowledge Base from Retrieval-Augmented LLM Applications Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 24

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no resolver link, observed 2026-08-12T15:34:25.566758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:34:25.566758Z digest=sha256:cad89eb20484ba09ce2282f0963af4ea661cbaf9190c63f0010b2269799b6cc6

Observation 89d7d1d7-07a6-46f7-9230-ce21dc37f1ed · inbound

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science cites this paper.

A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 41

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no resolver link, observed 2026-08-11T11:31:33.160166Z

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source=pdf_text observed=2026-08-11T11:31:33.160166Z digest=sha256:82030f1e842150cf5ddd1c01753f45ff70da15a7caeeb1e147644be8443f91f9

Observation a242592d-6dad-4dea-b3d0-1649e103758c · inbound

KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis cites this paper.

KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 36

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no resolver link, observed 2026-08-11T10:18:08.685690Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T10:18:08.685690Z digest=sha256:957ed525ba408f9d153147676142d3e3405c1b95731f54c4283dfb85b342145b

Observation ee575002-252e-497a-b5ab-08b62dd7c7ee · inbound

Explaining in Diffusion: Explaining a Classifier Through Hierarchical Semantics with Text-to-Image Diffusion Models cites this paper.

Explaining in Diffusion: Explaining a Classifier Through Hierarchical Semantics with Text-to-Image Diffusion Models Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 61

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no resolver link, observed 2026-08-11T04:40:04.680980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:40:04.680980Z digest=sha256:0e11e523e9f703a51281e2593825f80f191867c1242aec1a9ea9dc3271f0cc36

Observation 66d14435-84b2-44e9-bb86-81ff473b5a5b · inbound

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods cites this paper.

A Comprehensive Survey on Integrating Large Language Models with Knowledge-Based Methods Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 121

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no resolver link, observed 2026-08-10T18:35:00.350304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:35:00.350304Z digest=sha256:7e97edf78d36c3ae9c6209d0c0290485243708db77f1884f3663207b6e4a5161

Observation 6b05720d-7153-4c5f-9d4e-9f20bb55bcb4 · inbound

KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search cites this paper.

KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 32

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no resolver link, observed 2026-08-09T22:03:18.684357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T22:03:18.684357Z digest=sha256:5b262a76fd5694f042d1e5fb5bba9c5ddea2a2fe672873147c4ecfede96bb37a

Observation 36d234e7-4830-480e-8ae3-04c36927a8a1 · inbound

MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot cites this paper.

MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 59

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no resolver link, observed 2026-08-08T23:56:16.985093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:56:16.985093Z digest=sha256:0818d192d8b2c27086a10b19c7e48ef3154b0933dcccf46f30fb0cd3437e0fc5

Observation a9f252e8-6111-4fd5-9583-35426d6be36b · inbound

Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools cites this paper.

Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 24

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no resolver link, observed 2026-08-08T22:03:46.478341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T22:03:46.478341Z digest=sha256:02befa4ab1a4648cd6f5e71d34e7b5693dc0791b3085015a89e73acdfce23f91

Observation 4c796d9f-188d-4c8a-90a0-2de13106c33d · inbound

ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation cites this paper.

ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 62

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verified exact
arxiv_id, observed 2026-05-23T03:32:28.599233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-05-23T03:28:13.313028Z digest=sha256:decb6de149499766ef2cefb1d8bddebb43736abcf4d01a1045ab7318b81b158e

Observation 0def9633-9432-4c4a-9c0b-239a2fba60fc · inbound

In-depth Analysis of Graph-based RAG in a Unified Framework cites this paper.

In-depth Analysis of Graph-based RAG in a Unified Framework Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 90

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arxiv_id, observed 2026-05-23T01:37:22.223636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-23T01:36:25.057478Z digest=sha256:af48deeb13b2c6578909182b3b7028467fa4045fe3c43f7027d3e97ce896f09b

Observation 32fd3e83-1623-4872-93e2-1011526529b9 · inbound

POLYRAG: Integrating Polyviews into Retrieval-Augmented Generation for Medical Applications cites this paper.

POLYRAG: Integrating Polyviews into Retrieval-Augmented Generation for Medical Applications Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 34

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no resolver link, observed 2026-08-16T11:41:52.972270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:41:52.972270Z digest=sha256:58c34bc5b7ddef125e99c196c09c5eee50f58a52a22d49342eda1687ffd7dd55

Observation d6f0e3cc-02d9-4fda-b22f-df2cbd8dd3f1 · inbound

OpenTCM: A GraphRAG-Empowered LLM-based System for Traditional Chinese Medicine Knowledge Retrieval and Diagnosis cites this paper.

OpenTCM: A GraphRAG-Empowered LLM-based System for Traditional Chinese Medicine Knowledge Retrieval and Diagnosis Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 7

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no resolver link, observed 2026-08-16T05:52:33.593494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:52:33.593494Z digest=sha256:e946a60e7bf5a6d157ef6f6f1d0ed92625865de6a17ba5ae6a160d8447aef6ed

Observation f455320b-6e00-4ec8-bb22-c72e7cf81bfe · inbound

ReCellTy: Domain-Specific Knowledge Graph Retrieval-Augmented LLMs Reasoning Workflow for Single-Cell Annotation cites this paper.

ReCellTy: Domain-Specific Knowledge Graph Retrieval-Augmented LLMs Reasoning Workflow for Single-Cell Annotation Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-22T19:05:03.565631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-22T19:02:24.165688Z digest=sha256:45d5b93c5e6adf768973eeea80592be2dc74ceab1264af9bfac2df6890884691

Observation 4f593372-3444-45af-9ecf-0cd66f95130f · inbound

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

Harmonia: End-to-End RAG Serving Optimization Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 76

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no resolver link, observed 2026-08-16T04:40:04.725922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:40:04.725922Z digest=sha256:02a8af313712aa76fb71a236414e1eb6d031775ecd01ccba71514767aaf21ff2

Observation f33cdf31-8751-4e4b-b0ab-d914f9caadf0 · inbound

InterFeat: A Pipeline for Finding Interesting Scientific Features cites this paper.

InterFeat: A Pipeline for Finding Interesting Scientific Features Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 2022

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no resolver link, observed 2026-08-15T20:41:24.694198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:41:24.694198Z digest=sha256:5922ae092360479d425e13340a95a125d39df159ecbf348076478fabcafdee72

Observation d72f3c3a-7d75-43d2-8cbe-6d90ad4f6c9b · inbound

Continually Self-Improving Language Models for Bariatric Surgery Question--Answering cites this paper.

Continually Self-Improving Language Models for Bariatric Surgery Question--Answering Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 49

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no resolver link, observed 2026-08-07T15:09:49.570328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:09:49.570328Z digest=sha256:455450eea19e858359cb7b7c76973a3364547bdbd9a9ca234b597faef465c5b1

Observation fac2091f-ac0e-46ca-89dc-fb7b67377e8e · inbound

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval cites this paper.

RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 29

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no resolver link, observed 2026-08-07T14:32:43.837877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:32:43.837877Z digest=sha256:155da9c6210fd6d1a3f36e168fcecf070dc83b5d7bb165c48d6ba437dab4294e

Observation ef48a56a-a176-4327-a071-392ba426ed65 · inbound

DoctorRAG: Medical RAG Fusing Knowledge with Patient Analogy through Textual Gradients cites this paper.

DoctorRAG: Medical RAG Fusing Knowledge with Patient Analogy through Textual Gradients Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 39

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no resolver link, observed 2026-08-07T14:16:00.489947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:16:00.489947Z digest=sha256:4beddc86ab4b446faf29e8171b00bbd027fe4fb46905ae78a418f5c42d3d8598

Observation d2a23a61-3f6b-4ac4-a10b-acfb2abd2da1 · inbound

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers cites this paper.

Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 72

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no resolver link, observed 2026-08-07T13:03:14.061697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:03:14.061697Z digest=sha256:f2606d91c910dd702b0ac7f964bfb1afd6a4e98bc21eb6c6b02947a2c1be3d65

Observation 0db3d354-eb18-4662-bb4f-1012945a8cc6 · inbound

A Smart Multimodal Healthcare Copilot with Powerful LLM Reasoning cites this paper.

A Smart Multimodal Healthcare Copilot with Powerful LLM Reasoning Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 19

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no resolver link, observed 2026-08-07T11:27:29.555122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:27:29.555122Z digest=sha256:952989ce2ed7851b3e0fff71efe3c1a87d270a26794344e4c4259f3d55d84039

Observation b20f0878-63ef-4853-89cb-e6afd39a671f · inbound

Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning cites this paper.

Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 17

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no resolver link, observed 2026-08-07T10:56:39.939533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:56:39.939533Z digest=sha256:723427209106861dead2a15b740b659a61d2233794bafc55a082eb7efee32015

Observation 8f55fe2b-1ec4-48f3-a54d-6175a9979542 · inbound

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes cites this paper.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 1991

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no resolver link, observed 2026-08-07T11:21:52.089416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:21:52.089416Z digest=sha256:6eaf394c51bcd785f6981629c6901294ce5771a6b4a458fbcb15b263ada9b7a4

Observation 184fa3b8-a0e1-4211-8840-496495ee1e91 · inbound

XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation cites this paper.

XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 39

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no resolver link, observed 2026-08-07T05:10:57.078147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:10:57.078147Z digest=sha256:8f3b99f4db29295c7db10db13b5afe247acaf85119fa01d120f34147b2d9dc9f

Observation 7767dad8-e981-4768-9604-52aec1f7e36c · inbound

A Query-Aware Multi-Path Knowledge Graph Fusion Approach for Enhancing Retrieval-Augmented Generation in Large Language Models cites this paper.

A Query-Aware Multi-Path Knowledge Graph Fusion Approach for Enhancing Retrieval-Augmented Generation in Large Language Models Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 31

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no resolver link, observed 2026-08-06T19:48:43.097821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:48:43.097821Z digest=sha256:8d89e2da1ac1b829d5ff1e79056a9a9ce8c129054779bb0f93a3c9b0fde1cfdf

Observation ed7fe314-f1d8-4bd1-8b81-f54a1a5136c0 · inbound

HealthBranches: Synthesizing Clinically-Grounded Question Answering Datasets via Decision Pathways cites this paper.

HealthBranches: Synthesizing Clinically-Grounded Question Answering Datasets via Decision Pathways Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 21

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no resolver link, observed 2026-08-05T22:15:09.778474Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:15:09.778474Z digest=sha256:b0b0cbeb01125bb3c7250f4049a409eda4c1f37c50fed331621e854d9cbd9015

Observation dde508be-6c13-4681-8c3c-5a2b76dbffd3 · inbound

Active Learning for Neurosymbolic Program Synthesis cites this paper.

Active Learning for Neurosymbolic Program Synthesis Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 27

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no resolver link, observed 2026-08-05T17:44:13.015250Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:44:13.015250Z digest=sha256:ddc2dd6decbfe643a963340b140b3cda9590bd1d957b334ffc65a4b0046fd8d4

Observation 36333fe8-ce5e-4bda-9a40-6130be247135 · inbound

ZhiFangDanTai: Fine-tuning Graph-based Retrieval-Augmented Generation Model for Traditional Chinese Medicine Formula cites this paper.

ZhiFangDanTai: Fine-tuning Graph-based Retrieval-Augmented Generation Model for Traditional Chinese Medicine Formula Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 52

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no resolver link, observed 2026-08-15T16:26:05.078327Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:26:05.078327Z digest=sha256:f213059ee6b0913ff2d4397295459e2857e1be2ef52860acf954b47e60a64ba5

Observation 6a666ad7-e3ad-4678-a1ea-e35e4786a38b · inbound

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support cites this paper.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 10

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no resolver link, observed 2026-08-04T21:52:08.907534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T21:52:08.907534Z digest=sha256:d5f92f8e971e4a3aff621313e02d41678ca33b9ea7d7cd8d9c8bc112e8dbae8c

Observation b1efba08-7300-456c-9048-285d68ba7f62 · inbound

A Survey on Retrieval And Structuring Augmented Generation with Large Language Models cites this paper.

A Survey on Retrieval And Structuring Augmented Generation with Large Language Models Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 261

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no resolver link, observed 2026-08-15T15:56:22.238870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:56:22.238870Z digest=sha256:0fd6aa5f300c97dfa37c01a9117d04d7b0eea081aa332b2789dfb1f83878d739

Observation 7ac94eb6-7e8f-46bc-8e02-7acbc0c21119 · inbound

CLIN-LLM: A Safety-Constrained Hybrid Framework for Clinical Diagnosis and Treatment Generation cites this paper.

CLIN-LLM: A Safety-Constrained Hybrid Framework for Clinical Diagnosis and Treatment Generation Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 24

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metadata mismatch
arxiv_id, observed 2026-05-18T04:35:52.376846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-18T04:33:43.179368Z digest=sha256:af135ba69a32dd7dc3a215c1b25c3b3f346946ae6a30eea01bdf397b3b44b57f

Observation 5d1ba0a0-cc09-4253-aaba-ab881fa4a59a · inbound

LPCAN: Lightweight Pyramid Cross-Attention Network for Rail Surface Defect Detection Using RGB-D Data cites this paper.

LPCAN: Lightweight Pyramid Cross-Attention Network for Rail Surface Defect Detection Using RGB-D Data Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 2024

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no resolver link, observed 2026-08-03T10:43:50.097299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:43:50.097299Z digest=sha256:298ec417dac7775e5c7032bb7ea17bbe44a43bf73601111970290d4338e23064

Observation f880db2a-716e-40d0-93c9-fc7bb8e90763 · inbound

Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method cites this paper.

Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 8

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no resolver link, observed 2026-08-03T10:43:42.063024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:43:42.063024Z digest=sha256:fd99fb21ec76ae4c37c3d84009cfcae574a433c7fdeebd64c8d302027ded2d54

Observation 7d2e8f75-08d5-4bd4-9ba7-324fe7bebb77 · inbound

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows cites this paper.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 29

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metadata mismatch
arxiv_id, observed 2026-05-15T00:08:21.657934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:581ca087cc940abc174f6842626495fb6043ec39703380dc0bfb92b679adc7d1

Observation 6f628256-f423-41a5-a60b-af556c6ecc6f · inbound

Memory in the LLM Era: Modular Architectures and Strategies in a Unified Framework cites this paper.

Memory in the LLM Era: Modular Architectures and Strategies in a Unified Framework Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 104

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arxiv_id, observed 2026-05-13T22:08:20.937648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-13T22:03:55.582645Z digest=sha256:92ec39b97f1ade5d1090eeb38069e31aec7d1655f4e2ebbf9c86fc9780e31cae

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

Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models cites this paper.

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

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-10T16:20:31.981340Z digest=sha256:7a4c655bb2d72c96f497efba04bdb6f45370ede0f0cf4bf62036207c587b0f59

Observation dbcd4c56-5d03-43d0-b0f5-58e5f8983173 · inbound

The Provenance Gap in Clinical AI: Evidence-Traceable Temporal Knowledge Graphs for Rare Disease Reasoning cites this paper.

The Provenance Gap in Clinical AI: Evidence-Traceable Temporal Knowledge Graphs for Rare Disease Reasoning Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:41:36.713705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-10T06:38:26.930020Z digest=sha256:2efc14b58be0c01b781f3f8bea00d77dd97eb418345437dfe6177daa4e5d7a79

Observation da334600-81cb-43f2-9a4e-f57f30b214c1 · inbound

Development and Preliminary Evaluation of a Domain-Specific Large Language Model for Tuberculosis Care in South Africa cites this paper.

Development and Preliminary Evaluation of a Domain-Specific Large Language Model for Tuberculosis Care in South Africa Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-14T22:49:33.803534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-14T22:48:41.826046Z digest=sha256:70e85e8b807574fc0865e4d4f4290a198579aceaf22be1f8e2e4dbf298cb5721

Observation 7f3b98d5-fae0-4a25-9a90-fb9b7826cfed · inbound

SAMe: A Semantic Anatomy Mapping Engine for Robotic Ultrasound cites this paper.

SAMe: A Semantic Anatomy Mapping Engine for Robotic Ultrasound Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-11T23:36:14.160916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T16:44:43.447941Z digest=sha256:c7e3a9fc429d84b0dc038d59c39cec220cb0645e7f81cc6073c2e7292b429af1

Observation 7617fffe-2fed-4929-9e85-104e0c08a323 · inbound

SAMe: A Semantic Anatomy Mapping Engine for Robotic Ultrasound cites this paper.

SAMe: A Semantic Anatomy Mapping Engine for Robotic Ultrasound Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-21T00:19:16.925561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-21T00:14:28.785042Z digest=sha256:0cdcbb5f80e5bc329dfe6c09910b156830ee4df3cb9f421da6bfde1d3dee35c8

Observation f125f04d-4ed2-4241-831e-d8b4e8bad041 · inbound

MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution cites this paper.

MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:41:25.775097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T14:02:54.395566Z digest=sha256:453707193badc30396fe8cb87262edc46a3b1d9d2d7ffccc2917d3691b16215f

Observation 54ee2f0a-816d-4f80-b888-2bf1cdc11064 · inbound

MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution cites this paper.

MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-21T00:53:53.351877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-21T00:50:15.010488Z digest=sha256:7306c97783e3d9237ba0237e8320ac9b46e6238245df53ab95317e07f39aa4bc

Observation 6251e536-ef22-4e9e-9b99-2e1d96979583 · inbound

MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution cites this paper.

MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 120

Resolution
verified exact
arxiv_id, observed 2026-07-01T09:15:43.835559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-07-01T09:10:28.244690Z digest=sha256:0080f2aedce24c727afda35870172949195768d740892a1121cfc1984d05316b

Observation b1654961-7520-4e6e-be68-fb7db39b1b62 · inbound

MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution cites this paper.

MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 120

Resolution
verified exact
arxiv_id, observed 2026-07-04T01:39:24.120881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-07-04T01:35:11.966506Z digest=sha256:aba5ff8dc74fdcb2dc3f7e5faf789ac781ff51440583bd1bb4287b6164b1f15b

Observation 632f318d-3cb9-415c-9129-bffc9d7d1118 · inbound

MoG: Mixture of Experts for Graph-based Retrieval-Augmented Generation cites this paper.

MoG: Mixture of Experts for Graph-based Retrieval-Augmented Generation Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 34

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T19:36:08.159962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-28T22:24:25.409345Z digest=sha256:61467c93232a9cfef6cabcb6e66604e611eb4a6bd781e3e40a9e55ad0faee7f1

Observation 52dab5a9-f484-4c05-a123-8a572666a138 · inbound

UniD$^3$: A Knowledge Graph-Enhanced RAG Framework for Drug-Disease Discovery and Reasoning cites this paper.

UniD$^3$: A Knowledge Graph-Enhanced RAG Framework for Drug-Disease Discovery and Reasoning Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-06-28T17:02:24.221871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-28T16:59:11.402443Z digest=sha256:9156b49ecf3bbd60d5c8d1db42197dbaf288a5825076cbafd8908817ec3deafd

Observation 599a07ba-ba36-4ef1-be6d-2270e3421f53 · inbound

HoT-SSM:Higher-order Temporal Knowledge Graph Reasoning with State Space Models for Health Care cites this paper.

HoT-SSM:Higher-order Temporal Knowledge Graph Reasoning with State Space Models for Health Care Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T11:46:55.780532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-28T03:01:30.247334Z digest=sha256:6df94347c2862582a357d50d67eb5a9013a8695f39a7641caceb769a30ba77a3

Observation faaeda31-d706-4e18-9278-d005304c6c75 · inbound

VArify: A Visual Analytics System for Verifying Knowledge Enhanced Large Language Model Responses in Food Science cites this paper.

VArify: A Visual Analytics System for Verifying Knowledge Enhanced Large Language Model Responses in Food Science Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-06-27T15:00:59.948572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-27T14:43:46.253473Z digest=sha256:5b73a734c8940cc1947fc7133b1524ab45457210dec2e920ea8f928db1aab977

Observation d75244e4-356e-438e-a576-c05ab55ea2e4 · inbound

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA cites this paper.

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 226

Resolution
verified exact
arxiv_id, observed 2026-07-03T09:47:59.577266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-27T10:21:12.782864Z digest=sha256:bfa3872b39eeaed1addd75269bad52119f23247b3e4e8171d338229db4c11209

Observation cdee4318-a43a-4469-8748-5a61e08063aa · inbound

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

Agents-K1: Towards Agent-native Knowledge Orchestration Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-07-03T15:18:33.929452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-27T06:32:47.387422Z digest=sha256:8a5cc76974f20ae1f7e7089aa0c787135520149ef41d8fad67709d9dab99a0ae

Observation 4a9107de-5a26-4fc7-866b-a2ddcf6808c5 · inbound

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

Agents-K1: Towards Agent-native Knowledge Orchestration Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-06-30T11:24:38.451557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-30T11:16:50.072447Z digest=sha256:914d16bba548db21c14e807abcc930c1fd377a36b630b30f11bf1d8624598ab6

Observation 06c7a3ee-3b1d-474c-b1e3-ff1e04a18c4c · inbound

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

Agents-K1: Towards Agent-native Knowledge Orchestration Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-02T11:40:46.569806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T11:40:46.569806Z digest=sha256:e0ea91247d1ec69be8ec481d0de5fd3ce2ea02bd35095aef0b22aa8bed9e3fc5

Observation 63bd9a74-ab12-48e0-a4f2-e7ecc9063e1d · inbound

MedRLM: Recursive Multimodal Health Intelligence for Long-Context Clinical Reasoning, Sensor-Guided Screening, Evidence-Grounded Decision Support, and Community-to-Tertiary Referral Optimization cites this paper.

MedRLM: Recursive Multimodal Health Intelligence for Long-Context Clinical Reasoning, Sensor-Guided Screening, Evidence-Grounded Decision Support, and Community-to-Tertiary Referral Optimization Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T04:09:34.195802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-26T17:14:39.736338Z digest=sha256:73d9cd4fd08a347bb2cbceecfe2c8ddbe077d94768aa10de514c73660c99edfe

Observation a3f9c3a6-9abd-46f4-ae17-4042ca0a0c7a · inbound

Training-Free Token-Level Steering for LLM Personalized Co-Writing cites this paper.

Training-Free Token-Level Steering for LLM Personalized Co-Writing Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T15:39:22.353822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:39:22.353822Z digest=sha256:980af71a0ae9079eca4f9cf330c9254c30bfc5aeec27935c98170c71d47c9615