{
  "budget": {
    "max_blocks": 100000,
    "max_ms_total": 12000,
    "max_narrator_tokens": 4000
  },
  "sections": [
    {
      "type": "overview",
      "ordinal": 1,
      "depends_on": [
        "maricopa"
      ]
    },
    {
      "type": "shape_map",
      "ordinal": 2,
      "depends_on": [
        "maricopa"
      ]
    },
    {
      "type": "historical_trend",
      "ordinal": 3,
      "depends_on": [
        "maricopa"
      ]
    },
    {
      "type": "demographic_lens",
      "ordinal": 4,
      "depends_on": [
        "maricopa"
      ]
    },
    {
      "type": "comparison_table",
      "ordinal": 5,
      "depends_on": [
        "maricopa"
      ]
    }
  ],
  "data_pulls": [
    {
      "kind": "reaggregation",
      "cycles": [
        2024,
        2020,
        2016,
        2012,
        2008
      ],
      "shape_label": "maricopa"
    },
    {
      "kind": "demographics",
      "shape_label": "maricopa"
    },
    {
      "kind": "history",
      "cycles": [
        2024,
        2020,
        2016,
        2012,
        2008
      ],
      "shape_label": "maricopa"
    },
    {
      "kind": "forecast",
      "shape_label": "maricopa"
    }
  ],
  "plan_version": 1,
  "narrative_angle": {
    "overall_frame": "Maricopa's cycle-by-cycle trajectory within Arizona and relative to the national trend over the same span.",
    "avoid_emphasizing": [
      "Generic 'Sun Belt realignment' framing without specific cycle-level evidence",
      "Causal claims about demographic change or Latino voters as a monolithic bloc",
      "Pre-formed 'purple county' or 'swing county' labels without the actual margin numbers"
    ],
    "headline_emphasis": "Net margin shift 2008 to 2024 and whether the trajectory is linear or inflects at a specific cycle"
  },
  "resolution_strategy": {
    "primary_shape": [
      {
        "tool": "lookup_geography",
        "params": {
          "query": "Maricopa County, AZ",
          "preferred_geo_types": [
            "county"
          ]
        },
        "output_label": "maricopa"
      }
    ],
    "comparison_shapes": [
      {
        "role": "containing_state"
      },
      {
        "role": "national"
      }
    ]
  },
  "confidence_rationale": "Named county with full MV coverage across all five presidential cycles; direct lookup path with high-quality demographic overlay.",
  "question_interpretation": {
    "summary": "Presidential margin trajectory of Maricopa County, AZ across the five presidential cycles from 2008 to 2024.",
    "ambiguity_notes": [
      "Interpreting 'trajectory' as presidential partisan margin across cycles; Senate and Governor data exist for AZ but are not included in this plan.",
      "Using the full 5-cycle presidential span [2008, 2012, 2016, 2020, 2024] as specified by the date range in the question."
    ],
    "question_archetype": "trend"
  }
}