{
    "judgments": [
        {
            "dependent": "city_id",
            "decision": "approve",
            "confidence": 0.92,
            "reason_code": "identifier_determines_descriptor",
            "reason_refers_to": null,
            "rationale": "A warehouse sits in one city. All 18 warehouses recur across 48 rows each, with part and count date moving inside every warehouse, and the city never changed.",
            "request_escalation": false,
            "claims": {
                "repetition": "repeated_owners",
                "population": "measured_eligible_rows",
                "collision": null,
                "scope_claim": {
                    "basis": "observed_in_evidence",
                    "coordinates": [
                        "last_count_date",
                        "part_sku"
                    ],
                    "evidence_refs": [
                        "measured_shape.coordinate_diversity"
                    ]
                },
                "evidence_refs": [
                    "candidate",
                    "measured_shape",
                    "paired_values",
                    "other_columns_in_this_table"
                ]
            },
            "scope": {
                "owning_determinant": [
                    "warehouse_code"
                ],
                "interpretation": "entity_property",
                "population": "all_eligible_rows",
                "conditions": [],
                "basis": "A warehouse is a physical site in one city. Rows are warehouse-by-part stock lines, and part and count date varied inside all 18 warehouses without the city moving.",
                "evidence": [
                    "candidate",
                    "measured_shape",
                    "paired_values"
                ]
            }
        },
        {
            "dependent": "city_name",
            "decision": "approve",
            "confidence": 0.86,
            "reason_code": "stable_reference_mapping",
            "reason_refers_to": null,
            "rationale": "The city name comes from the warehouse's city. Two distinct cities that look alike (Iporá and Iporã) are kept apart by city_id, so the name is a stable inherited property.",
            "request_escalation": false,
            "claims": {
                "repetition": "repeated_owners",
                "population": "measured_eligible_rows",
                "collision": null,
                "scope_claim": {
                    "basis": "observed_in_evidence",
                    "coordinates": [
                        "last_count_date",
                        "part_sku"
                    ],
                    "evidence_refs": [
                        "measured_shape.coordinate_diversity"
                    ]
                },
                "evidence_refs": [
                    "candidate",
                    "measured_shape",
                    "paired_values",
                    "competing_owners_for_this_dependent"
                ]
            },
            "scope": {
                "owning_determinant": [
                    "city_id"
                ],
                "interpretation": "entity_property",
                "population": "all_eligible_rows",
                "conditions": [],
                "basis": "The name describes the city the warehouse sits in. The value is inherited through city_id, and the rule holds at warehouse level across all repeated stock lines.",
                "evidence": [
                    "candidate",
                    "paired_values",
                    "competing_owners_for_this_dependent",
                    "measured_shape"
                ]
            }
        },
        {
            "dependent": "region_code",
            "decision": "approve",
            "confidence": 0.86,
            "reason_code": "stable_reference_mapping",
            "reason_refers_to": null,
            "rationale": "A warehouse's region follows from its city and state, and there is a stable geographic hierarchy. The value is inherited and repeats across all 18 warehouses without disagreement.",
            "request_escalation": false,
            "claims": {
                "repetition": "repeated_owners",
                "population": "measured_eligible_rows",
                "collision": null,
                "scope_claim": {
                    "basis": "observed_in_evidence",
                    "coordinates": [
                        "last_count_date",
                        "part_sku"
                    ],
                    "evidence_refs": [
                        "measured_shape.coordinate_diversity"
                    ]
                },
                "evidence_refs": [
                    "candidate",
                    "measured_shape",
                    "paired_values",
                    "competing_owners_for_this_dependent"
                ]
            },
            "scope": {
                "owning_determinant": [
                    "state_code"
                ],
                "interpretation": "entity_property",
                "population": "all_eligible_rows",
                "conditions": [],
                "basis": "Region is a coarsening of state, which is a coarsening of city. The warehouse inherits it through its location, and the state-to-region rule was itself measured exact.",
                "evidence": [
                    "candidate",
                    "paired_values",
                    "competing_owners_for_this_dependent"
                ]
            }
        },
        {
            "dependent": "region_name",
            "decision": "approve",
            "confidence": 0.85,
            "reason_code": "stable_reference_mapping",
            "reason_refers_to": null,
            "rationale": "The region name is a geographic label inherited through the warehouse's state and city. Every warehouse repeated 48 times with one region each.",
            "request_escalation": false,
            "claims": {
                "repetition": "repeated_owners",
                "population": "measured_eligible_rows",
                "collision": null,
                "scope_claim": {
                    "basis": "observed_in_evidence",
                    "coordinates": [
                        "last_count_date",
                        "part_sku"
                    ],
                    "evidence_refs": [
                        "measured_shape.coordinate_diversity"
                    ]
                },
                "evidence_refs": [
                    "candidate",
                    "measured_shape",
                    "paired_values",
                    "competing_owners_for_this_dependent"
                ]
            },
            "scope": {
                "owning_determinant": [
                    "state_code"
                ],
                "interpretation": "entity_property",
                "population": "all_eligible_rows",
                "conditions": [],
                "basis": "Region name follows from the state, which follows from the city where the warehouse sits. It is a stable geographic reference and is not a stock event value.",
                "evidence": [
                    "candidate",
                    "paired_values",
                    "competing_owners_for_this_dependent"
                ]
            }
        },
        {
            "dependent": "state_code",
            "decision": "approve",
            "confidence": 0.88,
            "reason_code": "stable_reference_mapping",
            "reason_refers_to": null,
            "rationale": "A warehouse's city lies in one state. The mapping is stable geography and held across 48 stock lines per warehouse as part and date varied.",
            "request_escalation": false,
            "claims": {
                "repetition": "repeated_owners",
                "population": "measured_eligible_rows",
                "collision": null,
                "scope_claim": {
                    "basis": "observed_in_evidence",
                    "coordinates": [
                        "last_count_date",
                        "part_sku"
                    ],
                    "evidence_refs": [
                        "measured_shape.coordinate_diversity"
                    ]
                },
                "evidence_refs": [
                    "candidate",
                    "measured_shape",
                    "paired_values",
                    "competing_owners_for_this_dependent"
                ]
            },
            "scope": {
                "owning_determinant": [
                    "city_id"
                ],
                "interpretation": "entity_property",
                "population": "all_eligible_rows",
                "conditions": [],
                "basis": "State is a coarsening of city and the warehouse inherits it through its location. Count date and part moved inside all 18 warehouses while the state never moved.",
                "evidence": [
                    "candidate",
                    "paired_values",
                    "competing_owners_for_this_dependent",
                    "measured_shape"
                ]
            }
        },
        {
            "dependent": "state_name",
            "decision": "approve",
            "confidence": 0.86,
            "reason_code": "stable_reference_mapping",
            "reason_refers_to": null,
            "rationale": "The state name is a stable geographic label inherited from the warehouse's city and state. It repeated without disagreement across every warehouse's rows.",
            "request_escalation": false,
            "claims": {
                "repetition": "repeated_owners",
                "population": "measured_eligible_rows",
                "collision": null,
                "scope_claim": {
                    "basis": "observed_in_evidence",
                    "coordinates": [
                        "last_count_date",
                        "part_sku"
                    ],
                    "evidence_refs": [
                        "measured_shape.coordinate_diversity"
                    ]
                },
                "evidence_refs": [
                    "candidate",
                    "measured_shape",
                    "paired_values",
                    "competing_owners_for_this_dependent"
                ]
            },
            "scope": {
                "owning_determinant": [
                    "state_code"
                ],
                "interpretation": "entity_property",
                "population": "all_eligible_rows",
                "conditions": [],
                "basis": "The state name is what the state code denotes. The warehouse's location fixes the state, and the rule was not disturbed by any part or date variation.",
                "evidence": [
                    "candidate",
                    "paired_values",
                    "competing_owners_for_this_dependent"
                ]
            }
        },
        {
            "dependent": "warehouse_label",
            "decision": "approve",
            "confidence": 0.85,
            "reason_code": "identifier_determines_descriptor",
            "reason_refers_to": null,
            "rationale": "The label is the warehouse's own descriptive name or type. Several warehouses share a label, but that is the reverse pair, and each warehouse carried one label across all its rows.",
            "request_escalation": false,
            "claims": {
                "repetition": "repeated_owners",
                "population": "measured_eligible_rows",
                "collision": {
                    "direction": "reverse",
                    "columns": [
                        "warehouse_label"
                    ],
                    "conflicting_values": [
                        "centro logístico"
                    ],
                    "evidence_refs": [
                        "paired_values"
                    ],
                    "basis": "observed_in_evidence"
                },
                "scope_claim": {
                    "basis": "observed_in_evidence",
                    "coordinates": [
                        "last_count_date",
                        "part_sku"
                    ],
                    "evidence_refs": [
                        "measured_shape.coordinate_diversity"
                    ]
                },
                "evidence_refs": [
                    "candidate",
                    "measured_shape",
                    "paired_values"
                ]
            },
            "scope": {
                "owning_determinant": [
                    "warehouse_code"
                ],
                "interpretation": "entity_property",
                "population": "all_eligible_rows",
                "conditions": [],
                "basis": "A label describes the warehouse itself, and the rows are stock lines of warehouse by part. Part and count date varied inside all 18 warehouses while the label held.",
                "evidence": [
                    "candidate",
                    "measured_shape",
                    "paired_values"
                ]
            }
        }
    ]
}