{
  "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"
      ],
      "narrative_hint": "Three sentence slots: magnitude of the 2020 to 2024 shift, sub-geographies within Miami-Dade that concentrated the shift, and peer comparison if available. Never speculate on causes."
    },
    {
      "type": "historical_trend",
      "ordinal": 4,
      "depends_on": [
        "miami_dade"
      ],
      "narrative_hint": "Name the 2016 inflection explicitly — the shift did not begin in 2020. Describe the 2008 to 2024 arc with specific cycle-by-cycle margins."
    },
    {
      "type": "demographic_lens",
      "ordinal": 5,
      "depends_on": [
        "miami_dade"
      ],
      "narrative_hint": "State Hispanic share and foreign-born share versus Florida overall. Do not describe the Hispanic population as monolithic."
    },
    {
      "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 swing as a magnitude and a set of sub-geographies within a longer arc starting in 2016, not a causal story.",
    "avoid_emphasizing": [
      "Stereotypes about Cuban-American or Latino voters as monolithic",
      "Unsupported causal claims about campaign strategy, policy, or messaging",
      "Generic Hispanic shift framing without specific sub-geography evidence",
      "Framing the 2020 to 2024 move as unprecedented without naming the 2016 to 2020 shift that preceded it"
    ],
    "headline_emphasis": "Magnitude of the 2020 to 2024 margin shift and where within Miami-Dade the shift concentrated"
  },
  "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 high-coverage county with full 5-cycle MV history; flip_analysis and historical_trend sections directly answer the magnitude-and-concentration framing of the question.",
  "question_interpretation": {
    "summary": "Analysis of Miami-Dade County, FL's 2020 to 2024 presidential partisan swing — magnitude, geographic concentration within the county, demographic correlates, and the multi-cycle trajectory that contains it.",
    "ambiguity_notes": [
      "Interpreting 'what drove' as magnitude, geographic concentration, and demographic correlates of the shift — not speculation on campaign, policy, or messaging causes.",
      "2020 to 2024 swing defined as margin_2024 minus margin_2020 under the (dem-rep)/total margin convention (positive = D lead, negative = R lead).",
      "Miami-Dade crossed from approximately D+7 in 2020 to approximately R+11 in 2024 — a shift of roughly 18 points; flip_analysis section treats this as D to R."
    ],
    "question_archetype": "flip_analysis"
  }
}