{
  "ticker": {
    "uuid": "09db2095-3e0a-46ff-88af-1e9a4921394a",
    "symbol": "TKT",
    "name": "T.Krungthai Industries Public Company Limited",
    "exchange": "SET",
    "country": "TH",
    "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": "^SET.BK",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "up",
    "architecture_direction": 54.914,
    "architecture_energy": 42.528,
    "architecture_maturity": 38.405,
    "architecture_confidence": 76.71,
    "architecture_tenure": "Established",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 32.6,
        "rotation_up": 58.84,
        "upward_expansion": 83.45,
        "deceleration": 45.7,
        "rotation_down": 14.43,
        "downward_expansion": 7.78
      },
      "activity_lines": [
        0.751333,
        0.742,
        0.736762,
        0.729484
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 0.76,
    "trend_reference": 0.720333,
    "distance_from_trend": 0.055067,
    "trend_direction": "Improving",
    "fair_value": 1.323141,
    "distance_from_fair_value": -0.425609,
    "fair_value_direction": "Improving",
    "relative_strength": -17.630322,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.070423,
    "excess_performance": -0.121903,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.055067,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.022233,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.425609,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.079763,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.176303,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.157944,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.070423,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.978787,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 28700,
      "relative_activity": 0.159529,
      "balance": 1.978787,
      "dry_up": 0.500125,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.073887,
      "annualized_volatility": 0.386443,
      "from_high_reference": -0.366667,
      "from_low_reference": 0.266667
    },
    "levels": {
      "trend_reference": 0.720333,
      "fair_value_reference": 1.323141,
      "structural_low": 0.6,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 14,
        "median_return": -0.025513,
        "positive_rate": 0.357143,
        "directional_follow_through": 0.357143,
        "median_excess_return": -0.028428,
        "regime_survival": 0.714286,
        "best_return": 0.115044,
        "worst_return": -0.162963,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.063195,
        "positive_rate": 0.166667,
        "directional_follow_through": 0.166667,
        "median_excess_return": -0.057824,
        "regime_survival": 0.666667,
        "best_return": 0.023121,
        "worst_return": -0.148148,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.169492,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.144033,
        "regime_survival": 0.333333,
        "best_return": -0.048387,
        "worst_return": -0.22963,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.381353,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.213643,
        "regime_survival": 0.0,
        "best_return": -0.340741,
        "worst_return": -0.421965,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-03-31",
        "end": "2023-05-05",
        "tenure": "Developing",
        "return": -0.17037,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-05-12",
        "end": "2024-01-12",
        "tenure": "Extended",
        "return": -0.17094,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-01-19",
        "end": "2024-03-01",
        "tenure": "Developing",
        "return": -0.11828,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-03-08",
        "end": "2024-04-05",
        "tenure": "Developing",
        "return": 0.023669,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-04-12",
        "end": "2024-08-23",
        "tenure": "Established",
        "return": -0.028902,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-30",
        "end": "2024-09-27",
        "tenure": "Developing",
        "return": 0.02994,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-10-04",
        "end": "2024-10-25",
        "tenure": "New",
        "return": -0.070588,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-01",
        "end": "2025-06-06",
        "tenure": "Extended",
        "return": -0.2125,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-06-13",
        "end": "2025-07-11",
        "tenure": "Developing",
        "return": -0.031008,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-07-18",
        "end": "2025-08-22",
        "tenure": "Developing",
        "return": -0.08871,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-08-29",
        "end": "2025-09-19",
        "tenure": "New",
        "return": -0.008621,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-09-26",
        "end": "2025-10-10",
        "tenure": "New",
        "return": -0.114035,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-10-17",
        "end": "2026-04-10",
        "tenure": "Established",
        "return": -0.189474,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-04-17",
        "end": "2026-08-07",
        "tenure": "Established",
        "return": -0.025641,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 2.26,
        "volume": 8435600,
        "typical_volume": 9879425.0,
        "trend": 2.516667,
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        "energy": 32.050124,
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      },
      {
        "date": "2023-08-25",
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      },
      {
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      },
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      },
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        "stage": 4,
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        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 20.410214,
        "energy": 19.746895,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-01",
        "close": 0.72,
        "volume": 93200,
        "typical_volume": 219570.0,
        "trend": 0.727,
        "fair_value": 1.466026,
        "relative_strength": -33.94088,
        "stage": 4,
        "regime": "balance",
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        "gate": "mixed",
        "direction": 21.70959,
        "energy": 22.496149,
        "activity_lines": [
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      },
      {
        "date": "2026-05-08",
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        "volume": 69100,
        "typical_volume": 220065.0,
        "trend": 0.717333,
        "fair_value": 1.455641,
        "relative_strength": -33.424764,
        "stage": 4,
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        "modifier": "Balance after decline",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
        "close": 0.71,
        "volume": 127600,
        "typical_volume": 219745.0,
        "trend": 0.709333,
        "fair_value": 1.446731,
        "relative_strength": -34.213814,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 43.143063,
        "energy": 17.538867,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "volume": 81700,
        "typical_volume": 221630.0,
        "trend": 0.704333,
        "fair_value": 1.435192,
        "relative_strength": -33.187801,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 30.80797,
        "energy": 14.527743,
        "activity_lines": [
          0.719333,
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        ]
      },
      {
        "date": "2026-05-29",
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        "volume": 68700,
        "typical_volume": 223245.0,
        "trend": 0.704667,
        "fair_value": 1.423333,
        "relative_strength": -30.52595,
        "stage": 1,
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        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 38.833041,
        "energy": 15.826083,
        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
        "close": 0.77,
        "volume": 71300,
        "typical_volume": 223380.0,
        "trend": 0.705667,
        "fair_value": 1.411474,
        "relative_strength": -28.064161,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 54.362887,
        "energy": 26.995797,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 0.69,
        "volume": 27800,
        "typical_volume": 218885.0,
        "trend": 0.706333,
        "fair_value": 1.400256,
        "relative_strength": -34.604346,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
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      },
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        "date": "2026-06-19",
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        "trend": 0.708667,
        "fair_value": 1.389936,
        "relative_strength": -28.450525,
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        "regime": "balance",
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        "gate": "up",
        "direction": 42.530755,
        "energy": 19.438374,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "volume": 2000,
        "typical_volume": 211970.0,
        "trend": 0.71,
        "fair_value": 1.379679,
        "relative_strength": -28.605065,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 22.281579,
        "energy": 9.605796,
        "activity_lines": [
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          0.71729
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      },
      {
        "date": "2026-07-03",
        "close": 0.74,
        "volume": 2000,
        "typical_volume": 207990.0,
        "trend": 0.712333,
        "fair_value": 1.370064,
        "relative_strength": -26.330499,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 33.536315,
        "energy": 16.009459,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 0.73,
        "volume": 55200,
        "typical_volume": 196325.0,
        "trend": 0.714,
        "fair_value": 1.360256,
        "relative_strength": -26.274468,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 31.69352,
        "energy": 12.204646,
        "activity_lines": [
          0.724,
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      },
      {
        "date": "2026-07-17",
        "close": 0.76,
        "volume": 260000,
        "typical_volume": 202925.0,
        "trend": 0.716667,
        "fair_value": 1.351026,
        "relative_strength": -22.690468,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 52.453851,
        "energy": 28.415438,
        "activity_lines": [
          0.738,
          0.732727,
          0.729333,
          0.723333
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.74,
        "volume": 56100,
        "typical_volume": 192290.0,
        "trend": 0.718333,
        "fair_value": 1.341538,
        "relative_strength": -23.544544,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 46.585282,
        "energy": 34.628755,
        "activity_lines": [
          0.740667,
          0.734545,
          0.731048,
          0.724839
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.75,
        "volume": 15100,
        "typical_volume": 190280.0,
        "trend": 0.719667,
        "fair_value": 1.332115,
        "relative_strength": -20.403669,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 49.300761,
        "energy": 38.457065,
        "activity_lines": [
          0.746,
          0.737636,
          0.733524,
          0.726882
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.76,
        "volume": 28700,
        "typical_volume": 179905.0,
        "trend": 0.720333,
        "fair_value": 1.323141,
        "relative_strength": -17.630322,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
        "direction": 54.914216,
        "energy": 42.527914,
        "activity_lines": [
          0.751333,
          0.742,
          0.736762,
          0.729484
        ]
      }
    ],
    "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."
    }
  }
}