RDF Knowledge Graph Construction with LLMs

This repository provides sample data and structured prompts used for generating RDF graphs from medical terms using LLMs.

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Repository Structure

├── data/              # Medical terms sample data (xlsx)
├── prompts/           # JSON files with structured prompts
└── README.md          # This documentation file

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Prompts Format

Prompts are provided in JSON format to ensure clarity and reproducibility. Each JSON file contains the LLM mode, roles, and RDF graph generation instructions.

Sample Prompt (Located in prompts/rdf_snomed_prompt.json):

{
  "model_mode": "chat",
  "prompts": [
    { "role": "system", "text": "You are an RDF graph expert ..." },
    { "role": "user", "text": "HDL" },
    { "role": "assistant", "text": ":HDL rdf:type owl:DatatypeProperty ..." },
    { "role": "user", "text": "Patient" },
    { "role": "assistant", "text": ":Patient rdf:type owl:Class ;
    rdfs:label \"Patient\" ;
    rdfs:comment \"The main class representing a patient.\" ;
    skos:related [http://snomed.info/id/116154003](http://snomed.info/id/116154003) ." }
  ]
}