{
  "budget": {
    "max_blocks": 80000,
    "max_ms_total": 13000,
    "max_narrator_tokens": 4500
  },
  "sections": [
    {
      "type": "overview",
      "ordinal": 1,
      "depends_on": [
        "miami_dade"
      ]
    },
    {
      "type": "shape_map",
      "ordinal": 2,
      "depends_on": [
        "miami_dade"
      ]
    },
    {
      "type": "flip_analysis",
      "ordinal": 3,
      "depends_on": [
        "miami_dade"
      ]
    },
    {
      "type": "historical_trend",
      "ordinal": 4,
      "depends_on": [
        "miami_dade"
      ]
    },
    {
      "type": "demographic_lens",
      "ordinal": 5,
      "depends_on": [
        "miami_dade"
      ]
    },
    {
      "type": "comparison_table",
      "ordinal": 6,
      "depends_on": [
        "miami_dade"
      ]
    }
  ],
  "data_pulls": [
    {
      "kind": "reaggregation",
      "cycles": [
        2024,
        2020,
        2016,
        2012,
        2008
      ],
      "shape_label": "miami_dade"
    },
    {
      "kind": "demographics",
      "shape_label": "miami_dade"
    },
    {
      "kind": "history",
      "cycles": [
        2024,
        2020,
        2016,
        2012,
        2008
      ],
      "shape_label": "miami_dade"
    }
  ],
  "plan_version": 1,
  "narrative_angle": {
    "overall_frame": "Miami-Dade's 2020 to 2024 presidential swing — magnitude, sub-geographic concentration, and demographic context of a Hispanic-majority urban county relative to Florida and the nation.",
    "avoid_emphasizing": [
      "Stereotypes about Cuban, Venezuelan, or Latino voters as monolithic blocs",
      "Unsupported causal claims about specific policies, candidates, or campaign decisions",
      "Generic 'Latino realignment' framing without Miami-Dade-specific evidence",
      "Treating the 2020→2024 shift as if it began in 2020 — the trend extends further back"
    ],
    "headline_emphasis": "Magnitude of the 2020 to 2024 margin change, the sub-geographies inside Miami-Dade where the shift concentrated, and how the county's Hispanic-majority composition contextualizes the movement against Florida and national swings"
  },
  "resolution_strategy": {
    "primary_shape": [
      {
        "tool": "lookup_geography",
        "params": {
          "query": "Miami-Dade County, FL",
          "preferred_geo_types": [
            "county"
          ]
        },
        "output_label": "miami_dade"
      }
    ],
    "comparison_shapes": [
      {
        "role": "containing_state"
      },
      {
        "role": "national"
      }
    ]
  },
  "confidence_rationale": "Named single county with direct MV lookup, two well-defined cycles for the flip comparison, high-coverage state — straightforward flip analysis with the sub-geography and demographic data needed to contextualize the swing.",
  "question_interpretation": {
    "summary": "What drove Miami-Dade County, FL's presidential margin swing between 2020 and 2024 — magnitude of shift, sub-geographic concentration within the county, demographic composition, and comparison to Florida and national trends.",
    "ambiguity_notes": [
      "Interpreting 'swing' as the difference in presidential margin between 2020 and 2024 cycles, using the (dem-rep)/total convention.",
      "'What drove' is approached descriptively via magnitude, sub-geographic concentration within the county, demographic composition, and state/national comparison — not causal attribution.",
      "Including the full 2008-2024 arc in the historical_trend section so the 2020→2024 swing is contextualized against the longer trajectory."
    ],
    "question_archetype": "flip_analysis"
  }
}