Paper Citation Record · LEDGER

Unifying Large Language Models and Knowledge Graphs: A Roadmap

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2306.08302.

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

pith.paper-citation-record.v1
2306.08302 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:25:10.811259Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

101
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 98a4dc7d-5aa7-4c4b-84e9-c021aec1e2c7 · inbound

A Survey of Hallucination in Large Foundation Models cites this paper.

A Survey of Hallucination in Large Foundation Models Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-16T15:21:00.981635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation aa1e1d96-f2ea-4974-b7a2-6a13cfdb1b9d · inbound

Data-Centric Foundation Models in Computational Healthcare: A Survey cites this paper.

Data-Centric Foundation Models in Computational Healthcare: A Survey Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 222

Resolution: verified exact; arxiv_id, observed 2026-05-24T04:13:52.663160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e0d977b0-5200-4a0a-9479-9fba5bd3d7a3 · inbound

Graph-based Active Learning for Entity Cluster Repair cites this paper.

Graph-based Active Learning for Entity Cluster Repair Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-24T04:53:53.902277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 900e0bc3-9969-4fa8-b18f-bb796026f5a1 · inbound

Large Language Models: A Survey cites this paper.

Large Language Models: A Survey Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 169

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T15:22:55.671214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 32c5a296-668e-4f19-8289-d6055c906bd5 · inbound

Trust at Your Own Peril: A Mixed Methods Exploration of the Ability of Large Language Models to Generate Expert-Like Systems Engineering Artifacts and a Characterization of Failure Modes cites this paper.

Trust at Your Own Peril: A Mixed Methods Exploration of the Ability of Large Language Models to Generate Expert-Like Systems Engineering Artifacts and a Characterization of Failure Modes Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-07T21:21:31.612879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd03d534-d9ca-4ed3-987d-4469aa812a39 · inbound

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models cites this paper.

CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:39.045440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d778eaf-6427-4e02-acd1-69b5443d79f6 · inbound

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models cites this paper.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:35.471006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e64d9027-7c48-4194-828b-8d256030c36a · inbound

From Symbolic to Neural and Back: Exploring Knowledge Graph-Large Language Model Synergies cites this paper.

From Symbolic to Neural and Back: Exploring Knowledge Graph-Large Language Model Synergies Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T04:48:08.697352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6e2838a-8551-4dec-a132-17fc708aaea1 · inbound

From Data Center IoT Telemetry to Data Analytics Chatbots -- Virtual Knowledge Graph is All You Need cites this paper.

From Data Center IoT Telemetry to Data Analytics Chatbots -- Virtual Knowledge Graph is All You Need Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T22:12:53.529999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc425186-b927-421b-afa2-32aaf22a5b92 · inbound

An Integrated Framework of Prompt Engineering and Multidimensional Knowledge Graphs for Legal Dispute Analysis cites this paper.

An Integrated Framework of Prompt Engineering and Multidimensional Knowledge Graphs for Legal Dispute Analysis Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T18:35:40.907750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0ed9482-0d8e-4719-a53e-4c44693345c6 · inbound

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting cites this paper.

Enhancing Manufacturing Knowledge Access with LLMs and Context-aware Prompting Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T11:33:13.361687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48cf0928-8943-4f45-9767-37cb06d4547e · inbound

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

HealthBranches: Synthesizing Clinically-Grounded Question Answering Datasets via Decision Pathways Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T22:15:09.709334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31332e13-6447-4dd7-9216-fc5c6ea8e44c · inbound

GOSU: Retrieval-Augmented Generation with Global-Level Optimized Semantic Unit-Centric Framework cites this paper.

GOSU: Retrieval-Augmented Generation with Global-Level Optimized Semantic Unit-Centric Framework Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T13:36:40.671440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f6a7732-b4fe-410f-ade3-a38206217228 · inbound

Beyond RAG for Cyber Threat Intelligence: A Systematic Evaluation of Graph-Based and Agentic Retrieval cites this paper.

Beyond RAG for Cyber Threat Intelligence: A Systematic Evaluation of Graph-Based and Agentic Retrieval Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:56:02.161617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f2cd5cbf-7ff3-4559-9701-f8eb95ce0d2f · inbound

From Execution to Education: A Bloom-Aligned Framework for Measuring Educational Control in LLMs cites this paper.

From Execution to Education: A Bloom-Aligned Framework for Measuring Educational Control in LLMs Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 130

Resolution: verified exact; local_arxiv, observed 2026-07-10T13:57:06.976643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a04d8937-3d32-4849-86b4-d17c66dc638f · inbound

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation cites this paper.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T00:25:10.811259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.