ksb-d15-k0014

name: "KSB-D15-K0014" description: "Network Analysis and Knowledge Graphs: Knowledge of AI technologies that map relationships between information sources, identify hidden con..." version: "1.0.0" domain: "D15" domain_name: "Sources of Information" type: "Knowledge" proficiency_level: "L3" bloom_level: "apply" triggers: - "explain network analysis and knowledge graphs" - "what is network analysis and knowledge graphs" - "apply network analysis and knowledge graphs" epa_mapping: "EPA-02, EPA-04" cpa_mapping: "CPA-05, CPA-07" regulatory_refs: "ICH-E2D Sec 3.2, MULTI-LIT-001"

KSB-D15-K0014: Network Analysis and Knowledge Graphs

Overview

Domain: D15 - Sources of Information Type: Knowledge Proficiency Level: L3 (Competent - Minimal supervision) Bloom Level: Apply

Description

Knowledge of AI technologies that map relationships between information sources, identify hidden connections, and create comprehensive knowledge networks that enhance understanding of complex safety relationships and enable discovery of non-obvious associations.

Context

• Major Section: Core Knowledge
• Section: AI-Enhanced Information Discovery and Analysis

EPA Mapping

• EPA-02:3004-3005
• EPA-04:3009-3010

CPA Pathway

• CPA-05, CPA-07

Regulatory References

• ICH-E2D Sec 3.2
• MULTI-LIT-001

Instructions

When this skill is activated, Claude should:

1. Demonstrate L3 proficiency in network analysis and knowledge graphs
2. Apply apply level cognitive skills to apply the topic
3. Reference relevant regulatory guidance (ICH-E2D Sec 3.2, MULTI-LIT-001)
4. Connect to related EPAs: EPA-02, EPA-04

Key Competencies

• Knowledge of AI technologies that map relationships between information sources, identify hidden connections, and create comprehensive knowledge networks that enhance understanding of complex safety relationships and enable discovery of non-obvious associations.

Assessment Criteria

• Can apply core concepts independently
• Demonstrates understanding of regulatory context
• Applies knowledge appropriately to PV scenarios

Related Skills

• Other D15 skills in AI-Enhanced Information Discovery and Analysis
• Cross-domain integrations per DAG architecture

Generated from PV KSB Framework v1.0 | 2025-12-31