RAEan9-a11

https://w3id.org/np/RAEan9-a11V3weyELpzO02vFTOQPQklBctO5d3F9MIg-U

 LLM-KG assessment for paper 10.48550/arXiv.2507.20643 PaperAssessmentResult ▼ comment approve/disapprove edit as derived nanopublication

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

title

(this is a literal)

"Ontology-Enhanced Knowledge Graph Completion using Large Language Models"

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

describes

https://neverblink.eu/ontologi...ticOntologyExtractionAlgorithm

LlmAutomaticOntologyExtractionAlgorithm

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

describes

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

OlKgc

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

discusses

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

ComplEx

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

discusses

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

ConvE

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

discusses

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

IterE

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

discusses

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

KgBert

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

discusses

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

KgEditor

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

discusses

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

KgLlama

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

discusses

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

KnowC

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

discusses

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

KoPA

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

discusses

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

MuKdc

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

discusses

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

NeoEA

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

discusses

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

RotatE

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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

discusses

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

TransE

.

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

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#ComplEx

ComplEx

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#ComplEx

ComplEx

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

label

(this is a literal)

"ComplEx"

.

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

ConvE

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#ConvE

ConvE

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

label

(this is a literal)

"ConvE"

.

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

IterE

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#IterE

IterE

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

label

(this is a literal)

"IterE"

.

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

KgBert

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#KgBert

KgBert

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

label

(this is a literal)

"KG-BERT"

.

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

KgEditor

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#KgEditor

KgEditor

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

label

(this is a literal)

"KGEditor"

.

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

KgLlama

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#KgLlama

KgLlama

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

label

(this is a literal)

"KG-LLaMA"

.

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

KnowC

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#KnowC

KnowC

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

label

(this is a literal)

"KnowC"

.

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

KoPA

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#KoPA

KoPA

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

label

(this is a literal)

"KoPA"

.

https://neverblink.eu/ontologi...ticOntologyExtractionAlgorithm

LlmAutomaticOntologyExtractionAlgorithm

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

subject

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

LLMAugmentedKGConstruction

.

https://neverblink.eu/ontologi...ticOntologyExtractionAlgorithm

LlmAutomaticOntologyExtractionAlgorithm

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

hasURL

(this is a literal)

"https://github.com/xiumu-gg/OL-KGC"

(xsd:anyURI) .

https://neverblink.eu/ontologi...ticOntologyExtractionAlgorithm

LlmAutomaticOntologyExtractionAlgorithm

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

type

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

Workflow

.

https://neverblink.eu/ontologi...ticOntologyExtractionAlgorithm

LlmAutomaticOntologyExtractionAlgorithm

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

comment

(this is a literal)

"This algorithm leverages the generative capabilities of LLMs to automatically derive ontological knowledge, such as entity classes, relation composition, equivalence, and disjointness rules, directly from KGs. This process automates the design and enrichment of the KG's underlying ontology, thereby enhancing KG construction."

.

https://neverblink.eu/ontologi...ticOntologyExtractionAlgorithm

LlmAutomaticOntologyExtractionAlgorithm

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

label

(this is a literal)

"LLM-based automatic ontology extraction algorithm"

.

https://neverblink.eu/ontologi...ticOntologyExtractionAlgorithm

LlmAutomaticOntologyExtractionAlgorithm

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#MuKdc

MuKdc

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#MuKdc

MuKdc

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

label

(this is a literal)

"MuKDC"

.

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

NeoEA

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#NeoEA

NeoEA

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

label

(this is a literal)

"NeoEA"

.

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

OlKgc

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

subject

https://neverblink.eu/ontologi...ories#LLMAugmentedKGCompletion

LLMAugmentedKGCompletion

.

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

OlKgc

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

hasURL

(this is a literal)

"https://github.com/xiumu-gg/OL-KGC"

(xsd:anyURI) .

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

OlKgc

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#OlKgc

OlKgc

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

comment

(this is a literal)

"OL-KGC is an LLM-based Knowledge Graph Completion (KGC) method. It integrates vectorized structural information and ontological knowledge from KGs, transforming them into a textual format and prefixes to enhance the LLM's logical capabilities and overall performance in KGC tasks."

.

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

OlKgc

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

label

(this is a literal)

"OL-KGC"

.

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

OlKgc

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#RotatE

RotatE

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#RotatE

RotatE

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

label

(this is a literal)

"RotatE"

.

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

TransE

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#TransE

TransE

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

label

(this is a literal)

"TransE"

.

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAEan9-a11.../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/RAEan9-a11.../assertion The assertion above http://www.w3.org/ns/prov#wasDerivedFrom

wasDerivedFrom

https://doi.org/10.48550/arXiv.2507.20643

doi:10.48550/arXiv.2507.20643

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RAEan9-a11... 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.2507.20643"

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This is the identifier for this whole nanopublication. https://w3id.org/np/RAEan9-a11... This nanopublication http://purl.org/nanopub/x/hasNanopubType has the type https://neverblink.eu/ontologies/llm-kg/PaperAssessmentResult

PaperAssessmentResult

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This is the identifier for this whole nanopublication. https://w3id.org/np/RAEan9-a11... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal)

"2026-02-26T15:31:07.119Z"

(xsd:dateTime) .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAEan9-a11.../sig

sig

http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. https://w3id.org/np/RAEan9-a11... this nanopublication .

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sig

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

"RSA"

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

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sig

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

LLM-KG Agent

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This is the identifier for this whole nanopublication. https://w3id.org/np/RAEan9-a11...

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, 15:31:07 UTC

References