```json { "judgments": [ { "dependent": "Currency", "decision": "approve", "confidence": 0.94, "reason_code": "stable_reference_mapping", "reason_refers_to": null, "rationale": "Country codes map to currencies by international convention; all 15 codes repeated heavily (avg 637 rows) without a single disagreement.", "request_escalation": false, "claims": { "repetition": "repeated_owners", "population": "measured_eligible_rows", "collision": { "direction": "reverse", "columns": ["Country Code"], "conflicting_values": ["14", "37", "184", "216"], "evidence_refs": ["paired_values"], "basis": "observed_in_evidence" }, "scope_claim": { "basis": "observed_in_evidence", "coordinates": ["Restaurant ID", "Address", "City", "Cuisines"], "evidence_refs": ["measured_shape.coordinate_diversity"] }, "evidence_refs": ["candidate", "paired_values", "measured_shape", "classifier_hints"] }, "scope": { "owning_determinant": ["Country Code"], "interpretation": "organizational_assignment", "population": "all_eligible_rows", "conditions": [], "basis": "A country code maps to its currency by international standard (ISO 4217); the mapping is maintained by convention and every restaurant in a country uses that country's currency. All 15 country codes repeated across 9,551 rows without disagreement, and the currency held constant across varying cities, addresses and restaurants within each country.", "evidence": ["paired_values", "measured_shape.coordinate_diversity", "classifier_hints"] } } ] } ```