{
  "ticker": {
    "uuid": "69eeda9b-73a0-4bb6-b339-2f7a5008f9f3",
    "symbol": "KTIS",
    "name": "Kaset Thai International Sugar Corporation 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": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 84.106,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -60.695,
    "architecture_energy": 47.251,
    "architecture_maturity": 100.0,
    "architecture_confidence": 86.829,
    "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": 9.61,
        "rotation_up": 23.75,
        "upward_expansion": 7.16,
        "deceleration": 60.27,
        "rotation_down": 52.74,
        "downward_expansion": 80.5
      },
      "activity_lines": [
        1.820667,
        1.826182,
        1.857905,
        1.879247
      ],
      "activity_state": "Wide",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.666667
    },
    "latest_close": 1.82,
    "trend_reference": 1.905333,
    "distance_from_trend": -0.044787,
    "trend_direction": "Weakening",
    "fair_value": 2.674153,
    "distance_from_fair_value": -0.319411,
    "fair_value_direction": "Weakening",
    "relative_strength": -20.417007,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.076142,
    "excess_performance": -0.268467,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.044787,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.02474,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.319411,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.000638,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.20417,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.007911,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.076142,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.093805,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 434700,
      "relative_activity": 0.860136,
      "balance": 1.093805,
      "dry_up": 0.453763,
      "accumulation_observations": 0,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.024514,
      "annualized_volatility": 0.123712,
      "from_high_reference": -0.201754,
      "from_low_reference": 0.028249
    },
    "levels": {
      "trend_reference": 1.905333,
      "fair_value_reference": 2.674153,
      "structural_low": 1.8,
      "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": 45,
        "median_return": -0.013245,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.026207,
        "regime_survival": 0.911111,
        "best_return": 0.178379,
        "worst_return": -0.207692,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 14,
        "median_return": -0.023247,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.714286,
        "median_excess_return": -0.066487,
        "regime_survival": 0.714286,
        "best_return": 0.194175,
        "worst_return": -0.290619,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.051093,
        "positive_rate": 0.142857,
        "directional_follow_through": 0.857143,
        "median_excess_return": -0.030714,
        "regime_survival": 0.714286,
        "best_return": 0.069769,
        "worst_return": -0.181782,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.251673,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.188088,
        "regime_survival": 1.0,
        "best_return": 0.104651,
        "worst_return": -0.265066,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2022-05-06",
        "end": "2022-06-03",
        "tenure": "Developing",
        "return": 0.066946,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2022-06-10",
        "end": "2022-07-01",
        "tenure": "New",
        "return": -0.070588,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2022-07-08",
        "end": "2022-07-22",
        "tenure": "New",
        "return": -0.004425,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2022-07-29",
        "end": "2022-08-05",
        "tenure": "New",
        "return": 0.035398,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2022-10-14",
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        "return": -0.09442,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2022-10-21",
        "end": "2023-03-24",
        "tenure": "Established",
        "return": -0.08134,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2023-03-31",
        "end": "2023-05-05",
        "tenure": "Developing",
        "return": -0.090909,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-05-12",
        "end": "2023-08-04",
        "tenure": "Established",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-08-11",
        "end": "2023-10-20",
        "tenure": "Developing",
        "return": -0.070707,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-10-27",
        "end": "2024-01-05",
        "tenure": "Developing",
        "return": 0.037838,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-01-12",
        "end": "2024-03-01",
        "tenure": "Developing",
        "return": -0.058954,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-03-08",
        "end": "2025-05-30",
        "tenure": "Extended",
        "return": -0.299584,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-06",
        "end": "2025-07-04",
        "tenure": "Developing",
        "return": -0.073171,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-07-11",
        "end": "2026-08-07",
        "tenure": "Extended",
        "return": -0.208696,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 399695.0,
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      },
      {
        "date": "2026-04-17",
        "close": 1.95,
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        "trend": 1.971333,
        "fair_value": 2.869575,
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        "energy": 13.260682,
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      },
      {
        "date": "2026-04-24",
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        "date": "2026-05-01",
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        "date": "2026-05-08",
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        "typical_volume": 934500.0,
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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      },
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        "date": "2026-05-29",
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        "date": "2026-06-05",
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      },
      {
        "date": "2026-06-12",
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      },
      {
        "date": "2026-06-26",
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        "energy": 84.490434,
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          1.854667,
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      },
      {
        "date": "2026-07-03",
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        "volume": 27200,
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        "trend": 1.931333,
        "fair_value": 2.736436,
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        "gate": "down",
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        "date": "2026-07-10",
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        "volume": 240100,
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        "fair_value": 2.724457,
        "relative_strength": -23.858027,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -73.493058,
        "energy": 85.36778,
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          1.828667,
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          1.887952,
          1.903957
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      },
      {
        "date": "2026-07-17",
        "close": 1.83,
        "volume": 219500,
        "typical_volume": 674625.0,
        "trend": 1.920667,
        "fair_value": 2.712787,
        "relative_strength": -23.468155,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.483646,
        "energy": 76.519927,
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          1.826667,
          1.845818,
          1.880524,
          1.897785
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.83,
        "volume": 183700,
        "typical_volume": 670535.0,
        "trend": 1.916,
        "fair_value": 2.699646,
        "relative_strength": -22.929827,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.763232,
        "energy": 53.658728,
        "activity_lines": [
          1.826667,
          1.839091,
          1.873571,
          1.891935
        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.81,
        "volume": 79400,
        "typical_volume": 650820.0,
        "trend": 1.910667,
        "fair_value": 2.686745,
        "relative_strength": -22.125912,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -68.52969,
        "energy": 54.120269,
        "activity_lines": [
          1.821333,
          1.830727,
          1.865048,
          1.885097
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.82,
        "volume": 434700,
        "typical_volume": 505385.0,
        "trend": 1.905333,
        "fair_value": 2.674153,
        "relative_strength": -20.417007,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -60.695481,
        "energy": 47.250665,
        "activity_lines": [
          1.820667,
          1.826182,
          1.857905,
          1.879247
        ]
      }
    ],
    "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."
    }
  }
}