RAwysc5gfu

https://w3id.org/np/RAwysc5gfug22cLl-lDA5v2MPpltkBjEifpt7Y2YeJHRo

 LLM-KG assessment for paper 10.48550/arXiv.2406.17231 PaperAssessmentResult ▼ comment... approve/disapprove... edit as derived nanopublication...

https://doi.org/10.48550/arXiv.2406.17231

doi:10.48550/arXiv.2406.17231

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

title

(this is a literal)

"CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph"

.

https://doi.org/10.48550/arXiv.2406.17231

doi:10.48550/arXiv.2406.17231

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

describes

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

CogMG

.

https://doi.org/10.48550/arXiv.2406.17231

doi:10.48550/arXiv.2406.17231

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

discusses

https://neverblink.eu/ontologies/llm-kg/methods#ChenEtAl2021KBQA

ChenEtAl2021KBQA

.

https://doi.org/10.48550/arXiv.2406.17231

doi:10.48550/arXiv.2406.17231

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

discusses

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

InformationExtraction

.

https://doi.org/10.48550/arXiv.2406.17231

doi:10.48550/arXiv.2406.17231

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

discusses

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

KBBINDER

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https://doi.org/10.48550/arXiv.2406.17231

doi:10.48550/arXiv.2406.17231

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

discusses

https://neverblink.eu/ontologi...thods#KnowledgeGraphCompletion

KnowledgeGraphCompletion

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https://doi.org/10.48550/arXiv.2406.17231

doi:10.48550/arXiv.2406.17231

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

discusses

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

KoPL

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https://doi.org/10.48550/arXiv.2406.17231

doi:10.48550/arXiv.2406.17231

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

discusses

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

OpenIE

.

https://doi.org/10.48550/arXiv.2406.17231

doi:10.48550/arXiv.2406.17231

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

discusses

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

ReActAgentFramework

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https://doi.org/10.48550/arXiv.2406.17231

doi:10.48550/arXiv.2406.17231

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

type

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Entity

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https://neverblink.eu/ontologies/llm-kg/methods#ChenEtAl2021KBQA

ChenEtAl2021KBQA

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

type

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Workflow

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https://neverblink.eu/ontologies/llm-kg/methods#ChenEtAl2021KBQA

ChenEtAl2021KBQA

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label

(this is a literal)

"Chen et al. 2021 KBQA Approach"

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

CogMG

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

subject

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

SynergizedReasoning

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

CogMG

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

type

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

Workflow

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

CogMG

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

comment

(this is a literal)

"CogMG is a collaborative augmentation framework where an LLM acts as an agent to interact with a Knowledge Graph. It involves the LLM decomposing queries for the KG, completing missing knowledge triples using its internal parameters, and then verifying and integrating these new facts into the KG. This continuous feedback loop represents a synergistic reasoning process, where the LLM addresses knowledge gaps in the KG and leverages the enriched KG to improve its factualness in QA."

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

CogMG

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

label

(this is a literal)

"CogMG"

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

CogMG

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

hasTopCategory

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

SynergizedLLMKG

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

InformationExtraction

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#InformationExtraction

InformationExtraction

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

label

(this is a literal)

"Information Extraction"

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

KBBINDER

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

type

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

Workflow

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

KBBINDER

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

label

(this is a literal)

"KB-BINDER"

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https://neverblink.eu/ontologi...thods#KnowledgeGraphCompletion

KnowledgeGraphCompletion

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

type

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

Workflow

.

https://neverblink.eu/ontologi...thods#KnowledgeGraphCompletion

KnowledgeGraphCompletion

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

label

(this is a literal)

"Knowledge Graph Completion"

.

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

KoPL

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#KoPL

KoPL

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

label

(this is a literal)

"KoPL"

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

OpenIE

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

type

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

Workflow

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

OpenIE

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

label

(this is a literal)

"OpenIE"

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

ReActAgentFramework

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

type

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

Workflow

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

ReActAgentFramework

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

label

(this is a literal)

"ReAct Agent Framework"

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This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAwysc5gfu.../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/RAwysc5gfu.../assertion The assertion above http://www.w3.org/ns/prov#wasDerivedFrom

wasDerivedFrom

https://doi.org/10.48550/arXiv.2406.17231

doi:10.48550/arXiv.2406.17231

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RAwysc5gfu... 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.2406.17231"

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This is the identifier for this whole nanopublication. https://w3id.org/np/RAwysc5gfu... 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/RAwysc5gfu... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal)

"2026-02-26T15:18:12.559Z"

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This is a local identifier minted within the nanopublication. https://w3id.org/np/RAwysc5gfu.../sig

sig

http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. https://w3id.org/np/RAwysc5gfu... this nanopublication .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAwysc5gfu.../sig

sig

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

"RSA"

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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/RAwysc5gfu.../sig

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/RAwysc5gfu...

this nanopublication

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

creator

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/RAwysc5gfu...

this nanopublication

http://purl.org/nanopub/x/supersedes

supersedes

https://w3id.org/np/RA9v-9d74d...

RA9v-9d74d

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LLM-KG Agent, 26 Feb 2026, 15:18:12 UTC

References