{
  "ticker": {
    "uuid": "693fb1af-338e-43ea-a7c9-47590eefac1f",
    "symbol": "TTI",
    "name": "Thai Textile Industry 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": 64.168,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 21.473,
    "architecture_energy": 20.658,
    "architecture_maturity": 47.001,
    "architecture_confidence": 70.538,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 36.92,
        "rotation_up": 20.43,
        "upward_expansion": 53.31,
        "deceleration": 89.93,
        "rotation_down": 40.61,
        "downward_expansion": 21.64
      },
      "activity_lines": [
        25.883333,
        26.122727,
        26.07619,
        25.891871
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 26.0,
    "trend_reference": 25.640667,
    "distance_from_trend": 0.014014,
    "trend_direction": "Improving",
    "fair_value": 24.993538,
    "distance_from_fair_value": 0.040269,
    "fair_value_direction": "Weakening",
    "relative_strength": -10.954497,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.020408,
    "excess_performance": -0.171917,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.014014,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.030866,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.040269,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.043428,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.109545,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.035352,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.020408,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.285714,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 1200,
      "relative_activity": 1.061947,
      "balance": 0.285714,
      "dry_up": 0.730088,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.025444,
      "annualized_volatility": 0.250698,
      "from_high_reference": -0.170918,
      "from_low_reference": 0.184402
    },
    "levels": {
      "trend_reference": 25.640667,
      "fair_value_reference": 24.993538,
      "structural_low": 24.0,
      "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": 11,
        "median_return": 0.026087,
        "positive_rate": 0.636364,
        "directional_follow_through": 0.636364,
        "median_excess_return": 0.011306,
        "regime_survival": 0.454545,
        "best_return": 0.212963,
        "worst_return": -0.10084,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.080065,
        "positive_rate": 0.833333,
        "directional_follow_through": 0.833333,
        "median_excess_return": 0.052427,
        "regime_survival": 0.333333,
        "best_return": 0.5,
        "worst_return": -0.045045,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.138889,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.134522,
        "regime_survival": 0.0,
        "best_return": 0.421052,
        "worst_return": 0.068762,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.119175,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.195725,
        "regime_survival": 0.0,
        "best_return": 0.39353,
        "worst_return": -0.00295,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-06-21",
        "end": "2024-07-12",
        "tenure": "New",
        "return": -0.06,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-07-19",
        "end": "2024-09-20",
        "tenure": "Developing",
        "return": 0.037975,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-09-27",
        "end": "2025-05-16",
        "tenure": "Extended",
        "return": -0.107843,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-05-23",
        "end": "2025-07-11",
        "tenure": "Developing",
        "return": 0.004098,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-18",
        "end": "2025-08-01",
        "tenure": "New",
        "return": -0.056075,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-08",
        "end": "2025-08-29",
        "tenure": "New",
        "return": -0.179688,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-09-05",
        "end": "2025-11-21",
        "tenure": "Developing",
        "return": -0.084615,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-28",
        "end": "2026-01-16",
        "tenure": "Developing",
        "return": 0.138393,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-01-23",
        "end": "2026-02-20",
        "tenure": "Developing",
        "return": -0.038095,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-02-27",
        "end": "2026-03-27",
        "tenure": "Developing",
        "return": 0.081633,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-04-03",
        "end": "2026-04-24",
        "tenure": "New",
        "return": -0.067961,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-01",
        "end": "2026-05-15",
        "tenure": "New",
        "return": 0.114583,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-22",
        "end": "2026-07-24",
        "tenure": "Developing",
        "return": -0.009615,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-31",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.009709,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 24.30377,
        "volume": 2100,
        "typical_volume": 2635.0,
        "trend": 25.668528,
        "fair_value": 22.702625,
        "relative_strength": -3.150114,
        "stage": 4,
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        "modifier": "Early contraction",
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        "energy": 22.458785,
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      },
      {
        "date": "2023-08-25",
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      },
      {
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        "stage": 1,
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          24.882129
        ]
      },
      {
        "date": "2026-05-08",
        "close": 27.0,
        "volume": 2600,
        "typical_volume": 3685.0,
        "trend": 24.768333,
        "fair_value": 24.914723,
        "relative_strength": -7.419269,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 49.28002,
        "energy": 19.73864,
        "activity_lines": [
          25.35,
          25.398,
          25.256657,
          25.032116
        ]
      },
      {
        "date": "2026-05-15",
        "close": 26.75,
        "volume": 800,
        "typical_volume": 3690.0,
        "trend": 24.8466,
        "fair_value": 24.907715,
        "relative_strength": -9.118501,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 55.570469,
        "energy": 25.396757,
        "activity_lines": [
          25.833333,
          25.651818,
          25.40881,
          25.159966
        ]
      },
      {
        "date": "2026-05-22",
        "close": 26.0,
        "volume": 800,
        "typical_volume": 3545.0,
        "trend": 24.880267,
        "fair_value": 24.886825,
        "relative_strength": -12.558699,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 46.54579,
        "energy": 42.427484,
        "activity_lines": [
          26.0,
          25.737273,
          25.474619,
          25.234378
        ]
      },
      {
        "date": "2026-05-29",
        "close": 25.75,
        "volume": 400,
        "typical_volume": 3475.0,
        "trend": 24.872933,
        "fair_value": 24.865845,
        "relative_strength": -14.531891,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 48.072423,
        "energy": 45.295771,
        "activity_lines": [
          26.066667,
          25.759091,
          25.514143,
          25.29049
        ]
      },
      {
        "date": "2026-06-05",
        "close": 25.75,
        "volume": 0,
        "typical_volume": 3395.0,
        "trend": 24.917867,
        "fair_value": 24.864527,
        "relative_strength": -14.62733,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 46.378983,
        "energy": 37.994929,
        "activity_lines": [
          26.016667,
          25.763636,
          25.552381,
          25.347075
        ]
      },
      {
        "date": "2026-06-12",
        "close": 26.75,
        "volume": 0,
        "typical_volume": 3020.0,
        "trend": 25.032067,
        "fair_value": 24.854495,
        "relative_strength": -11.389538,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.520698,
        "energy": 33.946714,
        "activity_lines": [
          26.183333,
          25.963636,
          25.682238,
          25.465277
        ]
      },
      {
        "date": "2026-06-19",
        "close": 26.25,
        "volume": 0,
        "typical_volume": 2930.0,
        "trend": 25.1296,
        "fair_value": 24.880584,
        "relative_strength": -11.407478,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 51.327842,
        "energy": 31.799354,
        "activity_lines": [
          26.2,
          26.054545,
          25.759595,
          25.543854
        ]
      },
      {
        "date": "2026-06-26",
        "close": 27.0,
        "volume": 0,
        "typical_volume": 2900.0,
        "trend": 25.297867,
        "fair_value": 24.90543,
        "relative_strength": -6.657537,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 68.776831,
        "energy": 59.7262,
        "activity_lines": [
          26.5,
          26.272727,
          25.902381,
          25.664525
        ]
      },
      {
        "date": "2026-07-03",
        "close": 27.0,
        "volume": 0,
        "typical_volume": 2870.0,
        "trend": 25.407333,
        "fair_value": 24.927251,
        "relative_strength": -10.118977,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 70.322526,
        "energy": 73.342686,
        "activity_lines": [
          26.733333,
          26.468182,
          26.037929,
          25.77434
        ]
      },
      {
        "date": "2026-07-10",
        "close": 26.0,
        "volume": 100,
        "typical_volume": 2100.0,
        "trend": 25.49,
        "fair_value": 24.942662,
        "relative_strength": -13.515969,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 57.363287,
        "energy": 55.378565,
        "activity_lines": [
          26.55,
          26.427273,
          26.066333,
          25.812576
        ]
      },
      {
        "date": "2026-07-17",
        "close": 26.0,
        "volume": 0,
        "typical_volume": 2085.0,
        "trend": 25.543267,
        "fair_value": 24.958073,
        "relative_strength": -13.915239,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 48.918555,
        "energy": 33.86388,
        "activity_lines": [
          26.35,
          26.35,
          26.088762,
          25.84548
        ]
      },
      {
        "date": "2026-07-24",
        "close": 25.75,
        "volume": 2100,
        "typical_volume": 2170.0,
        "trend": 25.614333,
        "fair_value": 24.970369,
        "relative_strength": -14.586848,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 30.825446,
        "energy": 15.468053,
        "activity_lines": [
          26.116667,
          26.245455,
          26.080238,
          25.858817
        ]
      },
      {
        "date": "2026-07-31",
        "close": 25.75,
        "volume": 0,
        "typical_volume": 2150.0,
        "trend": 25.623333,
        "fair_value": 24.978127,
        "relative_strength": -13.216004,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 20.613338,
        "energy": 19.62276,
        "activity_lines": [
          25.916667,
          26.159091,
          26.068095,
          25.86757
        ]
      },
      {
        "date": "2026-08-07",
        "close": 26.0,
        "volume": 1200,
        "typical_volume": 1130.0,
        "trend": 25.640667,
        "fair_value": 24.993538,
        "relative_strength": -10.954497,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 21.473051,
        "energy": 20.658391,
        "activity_lines": [
          25.883333,
          26.122727,
          26.07619,
          25.891871
        ]
      }
    ],
    "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."
    }
  }
}