[
    {
        "@id": "https://w3id.org/np/RAD6cIcdXPpy4_BFXYbvkYQQtDXWkQhTFCQIXAa9kH8UA/assertion",
        "@graph": [
            {
                "@id": "https://doi.org/10.48550/arXiv.2401.16960",
                "http://purl.org/dc/terms/title": [
                    {
                        "@value": "Two Heads Are Better Than One: Integrating Knowledge from Knowledge Graphs and Large Language Models for Entity Alignment"
                    }
                ],
                "http://purl.org/spar/cito/describes": [
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#LLMEA"
                    }
                ],
                "http://purl.org/spar/cito/discusses": [
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#AliNet"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#BootEA"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#DAT"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#GCNAlign"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#GMAlign"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#HGCN"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#IPTransE"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#JAPE"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#KECG"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#MRAEA"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#MTransE"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#NMN"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#RDGCN"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#RREA"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#RSN"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#RsimEA"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#TransEdge"
                    },
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/methods#VRGCN"
                    }
                ],
                "@type": [
                    "http://www.w3.org/ns/prov#Entity"
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#LLMEA",
                "http://purl.org/dc/terms/subject": [
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction"
                    }
                ],
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#comment": [
                    {
                        "@value": "LLMEA is proposed as the first framework to integrate knowledge from KGs and LLMs for entity alignment. It enhances KG construction by using LLMs to generate virtual equivalent entities via knowledgeable prompts and to perform final alignment predictions through multi-choice question answering, thereby leveraging LLM's semantic knowledge and inference capabilities to improve a core KG construction task."
                    }
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "Large Language Model-enhanced Entity Alignment framework (LLMEA)"
                    }
                ],
                "https://neverblink.eu/ontologies/llm-kg/hasTopCategory": [
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#AliNet",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "AliNet"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#BootEA",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "BootEA"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#DAT",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "DAT"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#GCNAlign",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "GCN-Align"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#GMAlign",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "GM-Align"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#HGCN",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "HGCN"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#IPTransE",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "IPTransE"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#JAPE",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "JAPE"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#KECG",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "KECG"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#MRAEA",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "MRAEA"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#MTransE",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "MTransE"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#NMN",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "NMN"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#RDGCN",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "RDGCN"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#RREA",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "RREA"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#RSN",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "RSN"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#RsimEA",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "RsimEA"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#TransEdge",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "TransEdge"
                    }
                ]
            },
            {
                "@id": "https://neverblink.eu/ontologies/llm-kg/methods#VRGCN",
                "@type": [
                    "http://purl.org/spar/fabio/Workflow"
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "VR-GCN"
                    }
                ]
            }
        ]
    },
    {
        "@id": "https://w3id.org/np/RAD6cIcdXPpy4_BFXYbvkYQQtDXWkQhTFCQIXAa9kH8UA/pubinfo",
        "@graph": [
            {
                "@id": "https://w3id.org/np/RAD6cIcdXPpy4_BFXYbvkYQQtDXWkQhTFCQIXAa9kH8UA",
                "http://purl.org/dc/terms/created": [
                    {
                        "@value": "2026-02-26T16:00:10.676Z",
                        "@type": "http://www.w3.org/2001/XMLSchema#dateTime"
                    }
                ],
                "http://purl.org/dc/terms/creator": [
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/agent"
                    }
                ],
                "http://purl.org/nanopub/x/hasNanopubType": [
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/PaperAssessmentResult"
                    }
                ],
                "http://www.w3.org/2000/01/rdf-schema#label": [
                    {
                        "@value": "LLM-KG assessment for paper 10.48550/arXiv.2401.16960"
                    }
                ]
            },
            {
                "@id": "https://w3id.org/np/RAD6cIcdXPpy4_BFXYbvkYQQtDXWkQhTFCQIXAa9kH8UA/sig",
                "http://purl.org/nanopub/x/hasAlgorithm": [
                    {
                        "@value": "RSA"
                    }
                ],
                "http://purl.org/nanopub/x/hasPublicKey": [
                    {
                        "@value": "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB"
                    }
                ],
                "http://purl.org/nanopub/x/hasSignature": [
                    {
                        "@value": "s80armVPA9coNjU8FBRRKQAgfzn5CsT7wnbOsrU0u4UKqVVJiZlM+Fo9T0Ax6ku5rffVtVVrGU8nhpZyZHndkPXnXIdgUEpVaiQQ2rMAEdzc3tjLT3mrDOQXh+pk4RjT5loK0jzFU6oXCOBhEhfVsDAuXIOiwBktcTeFfY3LtfyfAXav17zObSI04fh2ZQuSSzNB8QPvmUqbJHKMXdZCXefDpxV7Ti/zTO/voEgwDLtudstrstnJmD4n5Camb9w82B6rhlMQE6b3zlUiUx7jtNvJpDX9n9gFC5Xzv04COJKzZ629nQgXmq27MYCsDv1WCXfkFzyR88mrvQ1U05LkDg=="
                    }
                ],
                "http://purl.org/nanopub/x/hasSignatureTarget": [
                    {
                        "@id": "https://w3id.org/np/RAD6cIcdXPpy4_BFXYbvkYQQtDXWkQhTFCQIXAa9kH8UA"
                    }
                ],
                "http://purl.org/nanopub/x/signedBy": [
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/agent"
                    }
                ]
            }
        ]
    },
    {
        "@id": "https://w3id.org/np/RAD6cIcdXPpy4_BFXYbvkYQQtDXWkQhTFCQIXAa9kH8UA/Head",
        "@graph": [
            {
                "@id": "https://w3id.org/np/RAD6cIcdXPpy4_BFXYbvkYQQtDXWkQhTFCQIXAa9kH8UA",
                "http://www.nanopub.org/nschema#hasAssertion": [
                    {
                        "@id": "https://w3id.org/np/RAD6cIcdXPpy4_BFXYbvkYQQtDXWkQhTFCQIXAa9kH8UA/assertion"
                    }
                ],
                "http://www.nanopub.org/nschema#hasProvenance": [
                    {
                        "@id": "https://w3id.org/np/RAD6cIcdXPpy4_BFXYbvkYQQtDXWkQhTFCQIXAa9kH8UA/provenance"
                    }
                ],
                "http://www.nanopub.org/nschema#hasPublicationInfo": [
                    {
                        "@id": "https://w3id.org/np/RAD6cIcdXPpy4_BFXYbvkYQQtDXWkQhTFCQIXAa9kH8UA/pubinfo"
                    }
                ],
                "@type": [
                    "http://www.nanopub.org/nschema#Nanopublication"
                ]
            }
        ]
    },
    {
        "@id": "https://w3id.org/np/RAD6cIcdXPpy4_BFXYbvkYQQtDXWkQhTFCQIXAa9kH8UA/provenance",
        "@graph": [
            {
                "@id": "https://w3id.org/np/RAD6cIcdXPpy4_BFXYbvkYQQtDXWkQhTFCQIXAa9kH8UA/assertion",
                "http://www.w3.org/ns/prov#wasAttributedTo": [
                    {
                        "@id": "https://neverblink.eu/ontologies/llm-kg/agent"
                    }
                ],
                "http://www.w3.org/ns/prov#wasDerivedFrom": [
                    {
                        "@id": "https://doi.org/10.48550/arXiv.2401.16960"
                    }
                ]
            }
        ]
    }
]