{
  "ticker": {
    "uuid": "64f00c99-f48f-4086-8a7d-05e967fa42e7",
    "symbol": "SPK",
    "name": "Spark New Zealand Limited",
    "exchange": "NZE",
    "country": "NZ",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "^NZ50",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -42.901,
    "architecture_energy": 29.027,
    "architecture_maturity": 100.0,
    "architecture_confidence": 86.952,
    "architecture_tenure": "Extended",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 32.26,
        "rotation_up": 26.82,
        "upward_expansion": 15.82,
        "deceleration": 46.89,
        "rotation_down": 35.59,
        "downward_expansion": 65.82
      },
      "activity_lines": [
        1.901333,
        1.885273,
        1.923381,
        1.971019
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.5
    },
    "latest_close": 1.94,
    "trend_reference": 2.034983,
    "distance_from_trend": -0.046675,
    "trend_direction": "Weakening",
    "fair_value": 2.799476,
    "distance_from_fair_value": -0.307013,
    "fair_value_direction": "Weakening",
    "relative_strength": -12.102556,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.102435,
    "excess_performance": -0.130709,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.046675,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.047655,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.307013,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.012623,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.121026,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.072644,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.102435,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.66039,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 8541056,
      "relative_activity": 0.939602,
      "balance": 0.66039,
      "dry_up": 1.165734,
      "accumulation_observations": 2,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.045301,
      "annualized_volatility": 0.188397,
      "from_high_reference": -0.210587,
      "from_low_reference": 0.071823
    },
    "levels": {
      "trend_reference": 2.034983,
      "fair_value_reference": 2.799476,
      "structural_low": 1.81,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 26,
        "median_return": -0.011166,
        "positive_rate": 0.423077,
        "directional_follow_through": 0.576923,
        "median_excess_return": -0.007116,
        "regime_survival": 0.884615,
        "best_return": 0.083933,
        "worst_return": -0.219932,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": -0.054545,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.051536,
        "regime_survival": 0.666667,
        "best_return": 0.189448,
        "worst_return": -0.253279,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.068817,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.103526,
        "regime_survival": 0.5,
        "best_return": 0.214018,
        "worst_return": -0.328754,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.166158,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.23701,
        "regime_survival": 0.333333,
        "best_return": 0.217921,
        "worst_return": -0.288173,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-10-06",
        "end": "2023-10-27",
        "tenure": "New",
        "return": 0.029167,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": 0.01996,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "tenure": "Developing",
        "return": -0.002901,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-03-22",
        "tenure": "New",
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      },
      {
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        "return": -0.024134,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-06-06",
        "tenure": "Extended",
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        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "return": 0.049891,
        "active": false
      },
      {
        "regime": "rotation_up",
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      },
      {
        "regime": "upward_expansion",
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      },
      {
        "regime": "deceleration",
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      {
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      {
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        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.875,
        "volume": 7222981,
        "typical_volume": 10209771.1,
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        "fair_value": 2.82659,
        "relative_strength": -15.5612,
        "stage": 4,
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        "energy": 55.620927,
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          1.856,
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      },
      {
        "date": "2026-07-31",
        "close": 1.92,
        "volume": 12418927,
        "typical_volume": 10208482.65,
        "trend": 2.044614,
        "fair_value": 2.812969,
        "relative_strength": -12.688251,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -49.364236,
        "energy": 39.472941,
        "activity_lines": [
          1.877333,
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          1.927048,
          1.977769
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.94,
        "volume": 8541056,
        "typical_volume": 9090081.1,
        "trend": 2.034983,
        "fair_value": 2.799476,
        "relative_strength": -12.102556,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -42.901336,
        "energy": 29.026774,
        "activity_lines": [
          1.901333,
          1.885273,
          1.923381,
          1.971019
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      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}