{
  "ticker": {
    "uuid": "3429fac7-b2e7-4b75-a82f-ca23533e7c67",
    "symbol": "KASET",
    "name": "Thai Ha 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": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 84.465,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Momentum cooling",
    "architecture_gate": "mixed",
    "architecture_direction": -36.317,
    "architecture_energy": 31.946,
    "architecture_maturity": 29.581,
    "architecture_confidence": 66.568,
    "architecture_tenure": "Developing",
    "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": 27.38,
        "rotation_up": 26.56,
        "upward_expansion": 12.7,
        "deceleration": 50.16,
        "rotation_down": 51.09,
        "downward_expansion": 54.37
      },
      "activity_lines": [
        0.67,
        0.675636,
        0.70181,
        0.706452
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Stable",
      "price_acceptance": -0.833333
    },
    "latest_close": 0.65,
    "trend_reference": 0.693667,
    "distance_from_trend": -0.062951,
    "trend_direction": "Improving",
    "fair_value": 0.902308,
    "distance_from_fair_value": -0.279625,
    "fair_value_direction": "Weakening",
    "relative_strength": -14.162335,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.065574,
    "excess_performance": -0.126751,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.062951,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.047835,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.279625,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.149143,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.141623,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.272477,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.065574,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.253674,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 3017600,
      "relative_activity": 0.306756,
      "balance": 0.253674,
      "dry_up": 0.355276,
      "accumulation_observations": 0,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.087574,
      "annualized_volatility": 0.748339,
      "from_high_reference": -0.386792,
      "from_low_reference": 0.444444
    },
    "levels": {
      "trend_reference": 0.693667,
      "fair_value_reference": 0.902308,
      "structural_low": 0.49,
      "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": 2,
        "median_return": -0.021328,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.053479,
        "regime_survival": 1.0,
        "best_return": -0.014085,
        "worst_return": -0.028571,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 0,
        "median_return": null,
        "positive_rate": null,
        "directional_follow_through": null,
        "median_excess_return": null,
        "regime_survival": null,
        "best_return": null,
        "worst_return": null,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 0,
        "median_return": null,
        "positive_rate": null,
        "directional_follow_through": null,
        "median_excess_return": null,
        "regime_survival": null,
        "best_return": null,
        "worst_return": null,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 0,
        "median_return": null,
        "positive_rate": null,
        "directional_follow_through": null,
        "median_excess_return": null,
        "regime_survival": null,
        "best_return": null,
        "worst_return": null,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2023-11-24",
        "end": "2023-12-08",
        "tenure": "New",
        "return": 0.030303,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-12-15",
        "end": "2024-03-01",
        "tenure": "Developing",
        "return": -0.094203,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-03-08",
        "end": "2024-09-20",
        "tenure": "Extended",
        "return": -0.168,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-09-27",
        "end": "2024-10-11",
        "tenure": "New",
        "return": 0.083333,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-10-18",
        "end": "2024-10-25",
        "tenure": "New",
        "return": -0.081081,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-11-01",
        "end": "2024-11-22",
        "tenure": "New",
        "return": -0.108911,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-29",
        "end": "2025-08-01",
        "tenure": "Extended",
        "return": -0.336957,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-08",
        "end": "2025-09-05",
        "tenure": "Developing",
        "return": 0.180328,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-12",
        "end": "2025-10-03",
        "tenure": "New",
        "return": -0.115942,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-10-10",
        "end": "2025-11-07",
        "tenure": "Developing",
        "return": -0.155172,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-14",
        "end": "2025-11-28",
        "tenure": "New",
        "return": 0.428571,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-12-05",
        "end": "2026-03-27",
        "tenure": "Established",
        "return": 0.164179,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-04-03",
        "end": "2026-05-15",
        "tenure": "Developing",
        "return": 0.059701,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-05-22",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.084507,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 1.43,
        "volume": 1768700,
        "typical_volume": 1065665.0,
        "trend": 1.451,
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        "relative_strength": -4.620793,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
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        "direction": -15.194222,
        "energy": 22.476971,
        "activity_lines": [
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      },
      {
        "date": "2023-08-25",
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      },
      {
        "date": "2023-09-01",
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        "typical_volume": 1266355.0,
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      },
      {
        "date": "2023-09-08",
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        "typical_volume": 1264440.0,
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        "direction": 31.949001,
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      },
      {
        "date": "2023-09-15",
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      },
      {
        "date": "2023-09-22",
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      },
      {
        "date": "2023-09-29",
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      },
      {
        "date": "2023-10-06",
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        "date": "2023-10-27",
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      },
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      },
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        "date": "2023-12-01",
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      },
      {
        "date": "2023-12-08",
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      },
      {
        "date": "2023-12-15",
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        "date": "2024-01-05",
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        "stage": 1,
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        "modifier": "Balance after decline",
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        "activity_lines": [
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      },
      {
        "date": "2024-01-12",
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      },
      {
        "date": "2024-01-19",
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      {
        "date": "2024-01-26",
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      },
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        "date": "2026-05-08",
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      },
      {
        "date": "2026-07-03",
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        "modifier": "Momentum cooling",
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      },
      {
        "date": "2026-07-17",
        "close": 0.68,
        "volume": 7296700,
        "typical_volume": 11666375.0,
        "trend": 0.684333,
        "fair_value": 0.914744,
        "relative_strength": -12.51107,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -15.624372,
        "energy": 19.735557,
        "activity_lines": [
          0.682667,
          0.685455,
          0.719333,
          0.709828
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      },
      {
        "date": "2026-07-24",
        "close": 0.68,
        "volume": 2775200,
        "typical_volume": 11628830.0,
        "trend": 0.687667,
        "fair_value": 0.911026,
        "relative_strength": -12.389948,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -16.561169,
        "energy": 23.934294,
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          0.680667,
          0.683455,
          0.714905,
          0.709548
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.68,
        "volume": 890100,
        "typical_volume": 11598975.0,
        "trend": 0.690333,
        "fair_value": 0.907244,
        "relative_strength": -11.102837,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -15.867702,
        "energy": 19.449857,
        "activity_lines": [
          0.68,
          0.682,
          0.710048,
          0.709054
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.65,
        "volume": 3017600,
        "typical_volume": 9837150.0,
        "trend": 0.693667,
        "fair_value": 0.902308,
        "relative_strength": -14.162335,
        "stage": 4,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -36.317416,
        "energy": 31.945837,
        "activity_lines": [
          0.67,
          0.675636,
          0.70181,
          0.706452
        ]
      }
    ],
    "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."
    }
  }
}