{
  "ticker": {
    "uuid": "555432ca-7a53-4f5b-b95b-a8e3d1cf43d5",
    "symbol": "TGG",
    "name": "T&G Global 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": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 56.708,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -67.319,
    "architecture_energy": 86.279,
    "architecture_maturity": 11.749,
    "architecture_confidence": 75.641,
    "architecture_tenure": "New",
    "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": 12.36,
        "rotation_up": 8.2,
        "upward_expansion": 21.5,
        "deceleration": 37.01,
        "rotation_down": 80.14,
        "downward_expansion": 97.17
      },
      "activity_lines": [
        2.253333,
        2.309273,
        2.354429,
        2.393226
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 2.26,
    "trend_reference": 2.435,
    "distance_from_trend": -0.071869,
    "trend_direction": "Improving",
    "fair_value": 1.946346,
    "distance_from_fair_value": 0.16115,
    "fair_value_direction": "Weakening",
    "relative_strength": -6.460658,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.124031,
    "excess_performance": -0.152305,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.071869,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.011633,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.16115,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.090103,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.064607,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.14344,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.124031,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 3.629394,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 10592,
      "relative_activity": 2.077005,
      "balance": 3.629394,
      "dry_up": 1.355093,
      "accumulation_observations": 3,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.029272,
      "annualized_volatility": 0.240126,
      "from_high_reference": -0.189964,
      "from_low_reference": 0.158974
    },
    "levels": {
      "trend_reference": 2.435,
      "fair_value_reference": 1.946346,
      "structural_low": 2.17,
      "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": 35,
        "median_return": -0.016949,
        "positive_rate": 0.342857,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.018189,
        "regime_survival": 0.857143,
        "best_return": 0.079137,
        "worst_return": -0.0875,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
        "median_return": -0.043481,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.049593,
        "regime_survival": 0.75,
        "best_return": 0.101351,
        "worst_return": -0.152,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.073196,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.094099,
        "regime_survival": 0.666667,
        "best_return": -0.028736,
        "worst_return": -0.144444,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.189474,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.177332,
        "regime_survival": 0.333333,
        "best_return": -0.08046,
        "worst_return": -0.199134,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-06-07",
        "end": "2025-01-03",
        "tenure": "Extended",
        "return": -0.152542,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-01-10",
        "end": "2025-01-31",
        "tenure": "New",
        "return": 0.01875,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-02-07",
        "end": "2025-03-07",
        "tenure": "Developing",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-03-14",
        "end": "2025-04-18",
        "tenure": "Developing",
        "return": 0.01227,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-04-25",
        "end": "2025-05-09",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-05-16",
        "end": "2025-09-05",
        "tenure": "Established",
        "return": 0.236364,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-09-12",
        "end": "2025-10-17",
        "tenure": "Developing",
        "return": 0.16,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-10-24",
        "end": "2026-01-09",
        "tenure": "Developing",
        "return": 0.027273,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-01-16",
        "end": "2026-01-23",
        "tenure": "New",
        "return": 0.030568,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-01-30",
        "end": "2026-03-27",
        "tenure": "Developing",
        "return": 0.004167,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-04-03",
        "end": "2026-05-22",
        "tenure": "Developing",
        "return": -0.052419,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-05-29",
        "end": "2026-06-19",
        "tenure": "New",
        "return": 0.016878,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-06-26",
        "end": "2026-07-17",
        "tenure": "New",
        "return": -0.073171,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.022624,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 5946.6,
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        "relative_strength": 13.303129,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 29.117109,
        "energy": 15.982133,
        "activity_lines": [
          2.48,
          2.478182,
          2.494143,
          2.451505
        ]
      },
      {
        "date": "2026-05-08",
        "close": 2.4,
        "volume": 3949,
        "typical_volume": 13115.8,
        "trend": 2.397667,
        "fair_value": 1.918077,
        "relative_strength": 7.883377,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 0.486636,
        "energy": 5.3147,
        "activity_lines": [
          2.453333,
          2.458545,
          2.488714,
          2.452108
        ]
      },
      {
        "date": "2026-05-15",
        "close": 2.32,
        "volume": 3682,
        "typical_volume": 13225.95,
        "trend": 2.397667,
        "fair_value": 1.920128,
        "relative_strength": 5.378482,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "up",
        "direction": -18.012264,
        "energy": 33.98479,
        "activity_lines": [
          2.405333,
          2.429636,
          2.475143,
          2.447097
        ]
      },
      {
        "date": "2026-05-22",
        "close": 2.35,
        "volume": 209,
        "typical_volume": 13107.2,
        "trend": 2.402667,
        "fair_value": 1.922436,
        "relative_strength": 5.973798,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -30.957035,
        "energy": 54.926339,
        "activity_lines": [
          2.378,
          2.413636,
          2.464095,
          2.444022
        ]
      },
      {
        "date": "2026-05-29",
        "close": 2.37,
        "volume": 3384,
        "typical_volume": 13008.45,
        "trend": 2.407,
        "fair_value": 1.924551,
        "relative_strength": 4.375564,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -25.005413,
        "energy": 58.724235,
        "activity_lines": [
          2.366,
          2.404,
          2.454476,
          2.441914
        ]
      },
      {
        "date": "2026-06-05",
        "close": 2.44,
        "volume": 59,
        "typical_volume": 12603.3,
        "trend": 2.411667,
        "fair_value": 1.927308,
        "relative_strength": 7.624224,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -21.906047,
        "energy": 48.416576,
        "activity_lines": [
          2.384667,
          2.406727,
          2.451,
          2.444043
        ]
      },
      {
        "date": "2026-06-12",
        "close": 2.45,
        "volume": 15441,
        "typical_volume": 11914.05,
        "trend": 2.418667,
        "fair_value": 1.929872,
        "relative_strength": 5.727711,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -14.597011,
        "energy": 17.517876,
        "activity_lines": [
          2.409333,
          2.410727,
          2.447762,
          2.446516
        ]
      },
      {
        "date": "2026-06-19",
        "close": 2.41,
        "volume": 76,
        "typical_volume": 10314.2,
        "trend": 2.425667,
        "fair_value": 1.932244,
        "relative_strength": 2.686532,
        "stage": 2,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -10.263249,
        "energy": 13.065527,
        "activity_lines": [
          2.417333,
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          2.445957
        ]
      },
      {
        "date": "2026-06-26",
        "close": 2.46,
        "volume": 645,
        "typical_volume": 9197.55,
        "trend": 2.431,
        "fair_value": 1.935256,
        "relative_strength": 4.248493,
        "stage": 2,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 6.711244,
        "energy": 20.191289,
        "activity_lines": [
          2.436,
          2.415636,
          2.437524,
          2.448172
        ]
      },
      {
        "date": "2026-07-03",
        "close": 2.39,
        "volume": 489,
        "typical_volume": 7277.8,
        "trend": 2.435667,
        "fair_value": 1.937756,
        "relative_strength": 0.072421,
        "stage": 2,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -15.079588,
        "energy": 16.082378,
        "activity_lines": [
          2.424,
          2.410909,
          2.428667,
          2.445527
        ]
      },
      {
        "date": "2026-07-10",
        "close": 2.39,
        "volume": 11757,
        "typical_volume": 7568.05,
        "trend": 2.437333,
        "fair_value": 1.940321,
        "relative_strength": -1.396906,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -18.116137,
        "energy": 17.219632,
        "activity_lines": [
          2.410667,
          2.407818,
          2.421571,
          2.442581
        ]
      },
      {
        "date": "2026-07-17",
        "close": 2.28,
        "volume": 4463,
        "typical_volume": 6038.7,
        "trend": 2.437,
        "fair_value": 1.941987,
        "relative_strength": -5.241286,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -80.187597,
        "energy": 66.845284,
        "activity_lines": [
          2.364,
          2.386364,
          2.405095,
          2.43243
        ]
      },
      {
        "date": "2026-07-24",
        "close": 2.21,
        "volume": 2442,
        "typical_volume": 4856.0,
        "trend": 2.435667,
        "fair_value": 1.943141,
        "relative_strength": -8.522125,
        "stage": 3,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -87.855444,
        "energy": 87.267904,
        "activity_lines": [
          2.305333,
          2.354364,
          2.383905,
          2.417785
        ]
      },
      {
        "date": "2026-07-31",
        "close": 2.23,
        "volume": 10145,
        "typical_volume": 4846.15,
        "trend": 2.435,
        "fair_value": 1.944359,
        "relative_strength": -7.100017,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -78.029014,
        "energy": 88.366573,
        "activity_lines": [
          2.266667,
          2.328,
          2.367095,
          2.404516
        ]
      },
      {
        "date": "2026-08-07",
        "close": 2.26,
        "volume": 10592,
        "typical_volume": 5099.65,
        "trend": 2.435,
        "fair_value": 1.946346,
        "relative_strength": -6.460658,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -67.319144,
        "energy": 86.279428,
        "activity_lines": [
          2.253333,
          2.309273,
          2.354429,
          2.393226
        ]
      }
    ],
    "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."
    }
  }
}