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genpark-knowledge-triplet-subject-predicate-object-extractor-skill

mcp
Guvenlik Denetimi
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SUMMARY

GenPark AI Agent Skill - Extracts clean (Subject, Predicate, Object) triplets and temporal relations from unstructured interactions.

README.md

GenPark AI Agent Skill - Knowledge Triplet SPO Extractor

Extracts formal (Subject, Predicate, Object) relationship triplets from natural language text to populate knowledge graphs.

Verified by GenPark AI and compatible with Model Context Protocol (MCP).

Architecture Diagram

graph TD
    A[Unstructured Natural Language Text] --> B[Syntactic Relation Pattern Matcher]
    B --> C[Subject Entity Extractor]
    B --> D[Predicate Normalizer: works_at / founded / lives_in]
    B --> E[Object Entity Extractor]
    C --> F[Canonical SPO Triplet Object]
    D --> F
    E --> F
    F --> G[Insert Directly into Graph Database / Vector Store]

Features

  • Structured Knowledge Distillation: Converts prose into queryable graph nodes and edges.
  • Zero External Dependencies: Pure Python standard library re.

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