Framework Engineering Research

An open index of evidence, theory, and practice

research-document

EDR Explainability Input

Research Area
General Research
Status
draft
Version
0.1
Priority
medium
Updated
2026-07-22
Source
research/evidence-runs/ECR-000003-representation-sensitivity/experiments/EXP-003-isomorphic-procedures/comparison/generated-v3.2-explainability/edr-explainability-input.md

EDR Explainability Input

Highest-Priority Differences

  • Technical Troubleshooting: gpt vs claude: high significance; 41 differences.
  • Technical Troubleshooting: gpt vs gemini: high significance; 32 differences.
  • Technical Troubleshooting: claude vs gemini: high significance; 45 differences.
  • Logistics Routing: gpt vs claude: high significance; 32 differences.
  • Logistics Routing: claude vs gemini: high significance; 38 differences.
  • Policy Review: gpt vs gemini: high significance; 20 differences.
  • Policy Review: claude vs gemini: high significance; 24 differences.
  • gpt: P001A vs P001B: high significance; 33 differences.
  • gpt: P001A vs P001C: high significance; 33 differences.
  • claude: P001A vs P001B: high significance; 48 differences.
  • claude: P001A vs P001C: high significance; 34 differences.
  • claude: P001B vs P001C: high significance; 33 differences.
  • gemini: P001A vs P001B: high significance; 24 differences.
  • gemini: P001A vs P001C: high significance; 26 differences.
  • gemini: P001B vs P001C: high significance; 21 differences.

Low-Significance Differences

Recognition / Structure Relationship

  • Technical Troubleshooting: gpt vs claude: Both responses express only family resemblance rather than confident recognition.
  • Technical Troubleshooting: gpt vs claude: Watched terminology appeared, but no backbone change was observed.
  • Technical Troubleshooting: gpt vs gemini: Recognition changed while the backbone remained stable.
  • Technical Troubleshooting: gpt vs gemini: Watched terminology appeared, but no backbone change was observed.
  • Technical Troubleshooting: claude vs gemini: Recognition changed while the backbone remained stable.
  • Technical Troubleshooting: claude vs gemini: Watched terminology appeared, but no backbone change was observed.
  • Logistics Routing: gpt vs claude: Both responses express only family resemblance rather than confident recognition.
  • Logistics Routing: gpt vs claude: Watched terminology appeared, but no backbone change was observed.
  • Logistics Routing: gpt vs gemini: Both responses express only family resemblance rather than confident recognition.
  • Logistics Routing: gpt vs gemini: Watched terminology appeared, but no backbone change was observed.
  • Logistics Routing: claude vs gemini: Both responses express only family resemblance rather than confident recognition.
  • Logistics Routing: claude vs gemini: Watched terminology appeared, but no backbone change was observed.
  • Policy Review: gpt vs claude: Recognition changed while the backbone remained stable.
  • Policy Review: gpt vs claude: Watched terminology appeared, but no backbone change was observed.
  • Policy Review: gpt vs gemini: Both responses express only family resemblance rather than confident recognition.
  • Policy Review: gpt vs gemini: Watched terminology appeared, but no backbone change was observed.
  • Policy Review: claude vs gemini: Recognition changed while the backbone remained stable.
  • Policy Review: claude vs gemini: Watched terminology appeared, but no backbone change was observed.
  • gpt: P001A vs P001B: Both responses express only family resemblance rather than confident recognition.
  • gpt: P001A vs P001B: Watched terminology appeared, but no backbone change was observed.
  • gpt: P001A vs P001C: Both responses express only family resemblance rather than confident recognition.
  • gpt: P001A vs P001C: Watched terminology appeared, but no backbone change was observed.
  • gpt: P001B vs P001C: Both responses express only family resemblance rather than confident recognition.
  • gpt: P001B vs P001C: Watched terminology appeared, but no backbone change was observed.
  • claude: P001A vs P001B: Both responses express only family resemblance rather than confident recognition.
  • claude: P001A vs P001B: Watched terminology appeared, but no backbone change was observed.
  • claude: P001A vs P001C: Recognition changed while the backbone remained stable.
  • claude: P001A vs P001C: Watched terminology appeared, but no backbone change was observed.
  • claude: P001B vs P001C: Recognition changed while the backbone remained stable.
  • claude: P001B vs P001C: Watched terminology appeared, but no backbone change was observed.
  • gemini: P001A vs P001B: Recognition changed while the backbone remained stable.
  • gemini: P001A vs P001B: Watched terminology appeared, but no backbone change was observed.
  • gemini: P001A vs P001C: Recognition changed while the backbone remained stable.
  • gemini: P001A vs P001C: Watched terminology appeared, but no backbone change was observed.
  • gemini: P001B vs P001C: Both responses express only family resemblance rather than confident recognition.
  • gemini: P001B vs P001C: Watched terminology appeared, but no backbone change was observed.