matching_dataset_logs.md

Synchronized Audit & Dataset Report

This report pairs each simulation episode with the exact dataset entry that triggered it.

Episode 1

📊 Dataset Entry

Question: When was Rule. 2010 Standards of Commercial Honor and Principles of Trade Adopted?

Context (Answer): 2009-05-29 00:00:00

📄 Audit Log

LLM Reasoning:

{"action_type": "FLAG", "target_id": "ACC-BL-001", "regulation_citation": "EU-AI-Act-Art-57"}

Action: FLAG on ACC-BL-001

Reward: 0.5

---

Episode 2

📊 Dataset Entry

Question: When was Rule Rule 2020. Use of Manipulative, Deceptive or Other Fraudulent Devices adopted

Context (Answer): 2009-05-29 00:00:00

📄 Audit Log

LLM Reasoning:

{
  "action_type": "FLAG",
  "target_id": "ACC-CLEAN-01",
  "regulation_citation": "EU-AI-Act-Art-57"
}

Action: FLAG on ACC-CLEAN-01

Reward: -1.0

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Episode 3

📊 Dataset Entry

Question: Which countries currently have bilateral FTAs in effect with the U.S.?

Context (Answer): "The U.S. currently has bilateral FTAs in effect with Australia, Bahrain, Chile, Israel, Jordan, Morocco, Oman, Singapore, Peru, Korea, and Columbia.

📄 Audit Log

LLM Reasoning:

{"action_type": "FLAG", "target_id": "ACC-BL-001", "regulation_citation": "EU-AI-Act-Art-57: Sandboxes required for high risk."}

Action: FLAG on ACC-BL-001

Reward: 0.5

---