RAbFynIWzd

https://w3id.org/np/RAbFynIWzdiPXPK6t_6MrVWz_87lyeHg8f_rzDvnzYc54

 LLM-KG assessment for paper 10.48550/arXiv.2408.07705 PaperAssessmentResult ▼ comment... approve/disapprove... edit as derived nanopublication...

https://doi.org/10.48550/arXiv.2408.07705

doi:10.48550/arXiv.2408.07705

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

title

(this is a literal)

"ENHANCING SUPPLY CHAIN VISIBILITY WITH KNOWLEDGE GRAPHS AND LARGE LANGUAGE MODELS"

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https://doi.org/10.48550/arXiv.2408.07705

doi:10.48550/arXiv.2408.07705

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

describes

https://neverblink.eu/ontologi...meworkForSupplyChainVisibility

KgLlmFrameworkForSupplyChainVisibility

.

https://doi.org/10.48550/arXiv.2408.07705

doi:10.48550/arXiv.2408.07705

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

discusses

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

Bert

.

https://doi.org/10.48550/arXiv.2408.07705

doi:10.48550/arXiv.2408.07705

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

discusses

https://neverblink.eu/ontologies/llm-kg/methods#Gpt3

Gpt3

.

https://doi.org/10.48550/arXiv.2408.07705

doi:10.48550/arXiv.2408.07705

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

discusses

https://neverblink.eu/ontologies/llm-kg/methods#Gpt4

Gpt4

.

https://doi.org/10.48550/arXiv.2408.07705

doi:10.48550/arXiv.2408.07705

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

discusses

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

Roberta

.

https://doi.org/10.48550/arXiv.2408.07705

doi:10.48550/arXiv.2408.07705

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#Bert

Bert

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#Bert

Bert

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

label

(this is a literal)

"BERT"

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https://neverblink.eu/ontologies/llm-kg/methods#Gpt3

Gpt3

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#Gpt3

Gpt3

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

label

(this is a literal)

"GPT-3"

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https://neverblink.eu/ontologies/llm-kg/methods#Gpt4

Gpt4

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#Gpt4

Gpt4

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

label

(this is a literal)

"GPT-4"

.

https://neverblink.eu/ontologi...meworkForSupplyChainVisibility

KgLlmFrameworkForSupplyChainVisibility

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

subject

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

LLMAugmentedKGConstruction

.

https://neverblink.eu/ontologi...meworkForSupplyChainVisibility

KgLlmFrameworkForSupplyChainVisibility

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

type

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

Workflow

.

https://neverblink.eu/ontologi...meworkForSupplyChainVisibility

KgLlmFrameworkForSupplyChainVisibility

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

comment

(this is a literal)

"This framework proposes a novel zero-shot, LLM-driven approach to construct knowledge graphs from public data. It specifically leverages LLMs (e.g., GPT-4) with carefully crafted prompts for Named Entity Recognition (NER), Relation Extraction (RE), and Entity Disambiguation. The extracted and structured information is then used to build a comprehensive knowledge graph to enhance supply chain visibility."

.

https://neverblink.eu/ontologi...meworkForSupplyChainVisibility

KgLlmFrameworkForSupplyChainVisibility

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

label

(this is a literal)

"KG-LLM Framework for Supply Chain Visibility"

.

https://neverblink.eu/ontologi...meworkForSupplyChainVisibility

KgLlmFrameworkForSupplyChainVisibility

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#Roberta

Roberta

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#Roberta

Roberta

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

label

(this is a literal)

"RoBERTa"

.

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

wasDerivedFrom

https://doi.org/10.48550/arXiv.2408.07705

doi:10.48550/arXiv.2408.07705

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RAbFynIWzd... 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.2408.07705"

.

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

"2026-02-26T16:20:37.755Z"

(xsd:dateTime) .

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

sig

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

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

sig

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

"MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB"

.

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

sig

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

"oGr0WyW5yNHf/2IthwgXRQ4P1rCrntUfJp2U31LZMYphpZEPZKcUE2daEloP3y2WJ1Y0tX0YGTR3hUB7qmMXBWV9WMi78GnAVAuU3+FdMX2ZPoBScqLTLdKQIV4mrt6O+WfhLMlUXdxMSIhFGv705yknTf2O4PDu6CxanuSzzyCHhez112w+CMnlDKXIJiy0z8oAf/MmtNmeVyL9Z/Hj26cqsKKegRSIPaccYz0/lXTv7u52tcM4Hh/5TMbSN4MElIVWPU/5h619LeFufgazg6w+3Q2SBUXTPiP4HQOi8NSj2Yq1mCvAj8HS44I95NqcQLkzvcP8a7uK7Yi8bTBwEQ=="

.

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

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, 16:20:37 UTC

References