RA-dNJd-Pb

https://w3id.org/np/RA-dNJd-PbNCZPaF1cu-et0piotpnOfpMpNSNtLWXLXzM

use this template...

 Annotating paper with LLMs+KGs integration category AssertionTemplate ▼ comment... approve/disapprove... edit as derived nanopublication... create new with same template... use template...

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RA-dNJd-Pb.../assertion This assertion http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/AssertionTemplate assertion template .

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RA-dNJd-Pb.../assertion This assertion http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal)

"Annotating paper with LLMs+KGs integration category"

.

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RA-dNJd-Pb.../assertion This assertion http://purl.org/dc/terms/description has the description (this is a literal)

"This template allows you to annotate research papers with large language models(LLMs) and knowledge graphs(KGs) integration categories based on the Pan et al. (2024) roadmap (DOI: https://doi.org/10.48550/arXiv.2306.08302). This template includes the paper's DOI, its specific integration category, and the contributor who made the categorization."

.

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RA-dNJd-Pb.../assertion This assertion https://w3id.org/np/o/ntemplate/hasTag has tag (this is a literal)

"Annotations"

.

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RA-dNJd-Pb.../assertion This assertion assigns a pattern used to generate a human-readable label for the whole nanopublication https://w3id.org/np/o/ntemplate/hasNanopubLabelPattern has the nanopub label pattern (this is a literal)

"LLMs+KGs integration category: ${category} for ${paper}"

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../st1

st1

http://www.w3.org/1999/02/22-rdf-syntax-ns#subject has as subject This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../paper

paper

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../st1

st1

http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate has as predicate http://purl.org/dc/terms/subject

subject

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../st1

st1

http://www.w3.org/1999/02/22-rdf-syntax-ns#object has as object This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../category

category

.

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RA-dNJd-Pb.../assertion This assertion https://w3id.org/np/o/ntemplate/hasStatement includes This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../st1

st1

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../st1

st1

http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/RepeatableStatement

repeatable statement

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../category

category

http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/RestrictedChoicePlaceholder

Restricted choice placeholder

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../paper

paper

http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/UriPlaceholder

URI placeholder

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../category

category

https://w3id.org/np/o/ntemplate/possibleValue has as possible value https://neverblink.eu/ontologi...egories#KGEnhancedLLMInference

KGEnhancedLLMInference

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../category

category

https://w3id.org/np/o/ntemplate/possibleValue has as possible value https://neverblink.eu/ontologi...#KGEnhancedLLMInterpretability

KGEnhancedLLMInterpretability

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../category

category

https://w3id.org/np/o/ntemplate/possibleValue has as possible value https://neverblink.eu/ontologi...ories#KGEnhancedLLMPretraining

KGEnhancedLLMPretraining

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../category

category

https://w3id.org/np/o/ntemplate/possibleValue has as possible value https://neverblink.eu/ontologi...ories#LLMAugmentedKGCompletion

LLMAugmentedKGCompletion

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../category

category

https://w3id.org/np/o/ntemplate/possibleValue has as possible value https://neverblink.eu/ontologi...ies#LLMAugmentedKGConstruction

LLMAugmentedKGConstruction

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../category

category

https://w3id.org/np/o/ntemplate/possibleValue has as possible value https://neverblink.eu/ontologi...gories#LLMAugmentedKGEmbedding

LLMAugmentedKGEmbedding

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../category

category

https://w3id.org/np/o/ntemplate/possibleValue has as possible value https://neverblink.eu/ontologi...LMAugmentedKGQuestionAnswering

LLMAugmentedKGQuestionAnswering

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../category

category

https://w3id.org/np/o/ntemplate/possibleValue has as possible value https://neverblink.eu/ontologi...LLMAugmentedKGToTextGeneration

LLMAugmentedKGToTextGeneration

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../category

category

https://w3id.org/np/o/ntemplate/possibleValue has as possible value https://neverblink.eu/ontologi...ergizedKnowledgeRepresentation

SynergizedKnowledgeRepresentation

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../category

category

https://w3id.org/np/o/ntemplate/possibleValue has as possible value https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning

SynergizedReasoning

.

https://neverblink.eu/ontologi...egories#KGEnhancedLLMInference

KGEnhancedLLMInference

http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal)

"KG-enhanced LLM inference"

.

https://neverblink.eu/ontologi...#KGEnhancedLLMInterpretability

KGEnhancedLLMInterpretability

http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal)

"KG-enhanced LLM interpretability"

.

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

KGEnhancedLLMPretraining

http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal)

"KG-enhanced LLM pre-training"

.

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

LLMAugmentedKGCompletion

http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal)

"LLM-augmented KG completion"

.

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

LLMAugmentedKGConstruction

http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal)

"LLM-augmented KG construction"

.

https://neverblink.eu/ontologi...gories#LLMAugmentedKGEmbedding

LLMAugmentedKGEmbedding

http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal)

"LLM-augmented KG embedding"

.

https://neverblink.eu/ontologi...LMAugmentedKGQuestionAnswering

LLMAugmentedKGQuestionAnswering

http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal)

"LLM-augmented KG question answering"

.

https://neverblink.eu/ontologi...LLMAugmentedKGToTextGeneration

LLMAugmentedKGToTextGeneration

http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal)

"LLM-augmented KG to text generation"

.

https://neverblink.eu/ontologi...ergizedKnowledgeRepresentation

SynergizedKnowledgeRepresentation

http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal)

"Synergized Knowledge Representation"

.

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

SynergizedReasoning

http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal)

"Synergized Reasoning"

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../paper

paper

https://w3id.org/np/o/ntemplate/hasPrefix has prefix (this is a literal)

"https://doi.org/"

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../paper

paper

https://w3id.org/np/o/ntemplate/hasPrefixLabel has prefix label (this is a literal)

"the paper with DOI"

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../paper

paper

https://w3id.org/np/o/ntemplate/hasRegex has regular expression (this is a literal)

"10.(\d)+/(\S)+"

.

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RA-dNJd-Pb.../assertion The assertion above http://www.w3.org/ns/prov#wasAttributedTo is attributed to https://orcid.org/0000-0002-3080-0303

Anastasiya Danilenka

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RA-dNJd-Pb... This nanopublication http://purl.org/nanopub/x/supersedes supersedes https://w3id.org/np/RAXa2041ZM...

RAXa2041ZM

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RA-dNJd-Pb... This nanopublication http://purl.org/dc/terms/creator is created by https://orcid.org/0000-0002-3080-0303

Anastasiya Danilenka

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RA-dNJd-Pb... This nanopublication http://purl.org/dc/terms/license is published under the license https://creativecommons.org/licenses/by/4.0/

Attribution 4.0 International (CC BY 4.0)

.

https://orcid.org/0000-0002-3080-0303

Anastasiya Danilenka

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"Anastasiya Danilenka"

.

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

"Annotating paper with LLMs+KGs integration category"

.

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

"2026-01-20T08:52:03.299Z"

(xsd:dateTime) .

This is the identifier for this whole nanopublication. https://w3id.org/np/RA-dNJd-Pb... This nanopublication links to the assertion template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate was created from the assertion template https://w3id.org/np/RA1XuAdO6L...

RA1XuAdO6L

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RA-dNJd-Pb... This nanopublication links to the provenance template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate was created from the provenance template https://w3id.org/np/RA7lSq6MuK...

RA7lSq6MuK

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RA-dNJd-Pb... This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template https://w3id.org/np/RA0J4vUn_d...

RA0J4vUn_d

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RA-dNJd-Pb... This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template https://w3id.org/np/RAoTD7udB2...

RAoTD7udB2

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RA-dNJd-Pb... This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template https://w3id.org/np/RAukAcWHRD...

RAukAcWHRD

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../sig

sig

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

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../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/RA-dNJd-Pb.../sig

sig

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

"MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAnosJSn16QpO5H1VxOxrwMH/H/b4lqyVo+/w5ri059ZaXR4GFN2l7rDusHTzgbyZ3Ifq2eEntFfnS3XrygI+AoIxoEob8jM1lEJstaCpSi3Kv+v9uD+s61HWL/4J7DyaVgycDcDFG7mOyemtUIU94hV9x5z2kXdFPfoffAlF8BRxKymOBMaCx/uOouxS/CCR4brlG6gXfU2d+13y/4PbiM3SxXdSKVAYaeSEA83ohAgJFhH3oZtZeuPhyENllRGxT5PVzqx59YVr10UV1VudiGIkqKjkcvGbfOoifZB38+uNN5DVBnLN4NcnoqqCAweoODWYUFOsjHTpobqA0+Ss0VwIDAQAB"

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../sig

sig

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

"SSwYy/3RqFhwaKLhsXe1Rffi/8rStPQOdU0LYXEqTfMflQkn0fjN1GEtfdfMg4sWcNlum+Ql0BcQqKd6ccHYMCF6xzK2MsQO3NimP+vwd2d4T/2D4HZS57Q8TDTqwGDuUCGMPaTO+1WZMxzZVsE047khyA37aMhjWkt9MNanzV/ybkSiioFwBvlSS67w3FPj6134BxuiHqCaMbrsUMEu5euz7T4LQcWKp5UUjHPd26G7zneUOGwz9ppbBzGtLyH1VdU0eu7oxe359S5O5o+ggppn8E3QbIua9rumw+nJHi3K/nH74RxxumpyY7D5yfYUR+l+VkHy81h2Q/u2E0OHYA=="

.

This is a local identifier minted within the nanopublication. https://w3id.org/np/RA-dNJd-Pb.../sig

sig

http://purl.org/nanopub/x/signedBy is signed by https://orcid.org/0000-0002-3080-0303

Anastasiya Danilenka

.

This is the identifier for this whole nanopublication. https://w3id.org/np/RA-dNJd-Pb... This nanopublication http://purl.org/nanopub/x/wasCreatedAt was created at https://nanodash.knowledgepixels.com/

nanodash.knowledgepixels.com

.

Anastasiya Danilenka, 20 Jan 2026, 08:52:03 UTC

References