RAqjBWeonk

https://w3id.org/np/RAqjBWeonk6WWSJjEc_2x66nD-24NdonOCoMZVk-S6Wt0

 LLM-KG assessment for paper 10.48550/arXiv.2502.13555 PaperAssessmentResult ▼ comment approve/disapprove edit as derived nanopublication

https://doi.org/10.48550/arXiv.2502.13555

doi:10.48550/arXiv.2502.13555

http://purl.org/dc/terms/title

title

(this is a literal)

"Democratizing Large Language Model-Based Graph Data Augmentation via Latent Knowledge Graphs"

.

https://doi.org/10.48550/arXiv.2502.13555

doi:10.48550/arXiv.2502.13555

http://purl.org/spar/cito/describes

describes

https://neverblink.eu/ontologies/llm-kg/methods#DemoGraph

DemoGraph

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https://doi.org/10.48550/arXiv.2502.13555

doi:10.48550/arXiv.2502.13555

http://purl.org/spar/cito/discusses

discusses

https://neverblink.eu/ontologies/llm-kg/methods#GraphCare

GraphCare

.

https://doi.org/10.48550/arXiv.2502.13555

doi:10.48550/arXiv.2502.13555

http://www.w3.org/1999/02/22-rdf-syntax-ns#type

type

http://www.w3.org/ns/prov#Entity

Entity

.

https://neverblink.eu/ontologies/llm-kg/methods#DemoGraph

DemoGraph

http://purl.org/dc/terms/subject

subject

https://neverblink.eu/ontologi...ies#LLMAugmentedKGConstruction

LLMAugmentedKGConstruction

.

https://neverblink.eu/ontologies/llm-kg/methods#DemoGraph

DemoGraph

http://www.w3.org/1999/02/22-rdf-syntax-ns#type

type

http://purl.org/spar/fabio/Workflow

Workflow

.

https://neverblink.eu/ontologies/llm-kg/methods#DemoGraph

DemoGraph

http://www.w3.org/2000/01/rdf-schema#comment

comment

(this is a literal)

"DemoGraph proposes a black-box approach where LLMs are tasked with generating knowledge graphs (KGs) from text prompts to perform context-driven graph data augmentation. The method specifically focuses on using LLMs to construct KGs (identifying concepts/entities and their relationships) which are then dynamically merged into an original graph to enhance its quality for downstream graph representation learning tasks. Therefore, LLMs are used to improve the KG construction process to facilitate graph data augmentation."

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https://neverblink.eu/ontologies/llm-kg/methods#DemoGraph

DemoGraph

http://www.w3.org/2000/01/rdf-schema#label

label

(this is a literal)

"DemoGraph"

.

https://neverblink.eu/ontologies/llm-kg/methods#DemoGraph

DemoGraph

https://neverblink.eu/ontologies/llm-kg/hasTopCategory

hasTopCategory

https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG

LLMAugmentedKG

.

https://neverblink.eu/ontologies/llm-kg/methods#GraphCare

GraphCare

http://www.w3.org/1999/02/22-rdf-syntax-ns#type

type

http://purl.org/spar/fabio/Workflow

Workflow

.

https://neverblink.eu/ontologies/llm-kg/methods#GraphCare

GraphCare

http://www.w3.org/2000/01/rdf-schema#label

label

(this is a literal)

"GraphCare"

.

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAqjBWeonk.../assertion The assertion above http://www.w3.org/ns/prov#wasAttributedTo

wasAttributedTo

https://neverblink.eu/ontologies/llm-kg/agent

LLM-KG Agent

.

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAqjBWeonk.../assertion The assertion above http://www.w3.org/ns/prov#wasDerivedFrom

wasDerivedFrom

https://doi.org/10.48550/arXiv.2502.13555

doi:10.48550/arXiv.2502.13555

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RAqjBWeonk... This nanopublication http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal)

"LLM-KG assessment for paper 10.48550/arXiv.2502.13555"

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RAqjBWeonk... This nanopublication http://purl.org/nanopub/x/hasNanopubType has the type https://neverblink.eu/ontologies/llm-kg/PaperAssessmentResult

PaperAssessmentResult

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RAqjBWeonk... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal)

"2026-02-26T16:29:07.005Z"

(xsd:dateTime) .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAqjBWeonk.../sig

sig

http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. https://w3id.org/np/RAqjBWeonk... this nanopublication .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAqjBWeonk.../sig

sig

http://purl.org/nanopub/x/hasAlgorithm has the algorithm (this is a literal)

"RSA"

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAqjBWeonk.../sig

sig

http://purl.org/nanopub/x/hasPublicKey has the public key (this is a literal)

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.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAqjBWeonk.../sig

sig

http://purl.org/nanopub/x/hasSignature has the signature (this is a literal)

"XbGmKYKaBX7hhzjHRzCMZZ9y3F8u/Rpt7Ey8tnBI9M6iKOm38kSMpAjdQSVj5rD9rQysnIP2oaCzcaUC7WP6qbm+ShCrGPF4hq5FU34fsTR60qzQTL/lnseTwXcScBf8ewvg43pVXyRwfIWGoaTQ8ef0ntIqNMhbcJ4BmDCHOY4EEs1dKEDFTHr4wNGoM2sgO2kATb24RN6tNKghMULtLvm5yuKfGhXNri25cLy/S63awrWgE/lqsxgE88AycEFDmlwUv0mEzKGGkdnkCCnMig1s5Nica44i1PhFtjAqJ5r/f/PK11kk6oZlHndHAOFmRxOMx9Tl9Xg1FNIYEwMfig=="

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This is a local identifier minted within the nanopublication. https://w3id.org/np/RAqjBWeonk.../sig

sig

http://purl.org/nanopub/x/signedBy is signed by https://neverblink.eu/ontologies/llm-kg/agent

LLM-KG Agent

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RAqjBWeonk...

this nanopublication

http://purl.org/dc/terms/creator

creator

https://neverblink.eu/ontologies/llm-kg/agent

LLM-KG Agent

.

LLM-KG Agent, 26 Feb 2026, 16:29:07 UTC

References