{
  "ticker": {
    "uuid": "a7b2d397-733c-4ef9-a074-e2111f12a9cd",
    "symbol": "RICHY",
    "name": "Richy Place 2002 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": 52.243,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 12.802,
    "architecture_energy": 12.375,
    "architecture_maturity": 27.998,
    "architecture_confidence": 60.58,
    "architecture_tenure": "Developing",
    "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": 60.36,
        "rotation_up": 43.77,
        "upward_expansion": 35.7,
        "deceleration": 35.38,
        "rotation_down": 22.23,
        "downward_expansion": 15.37
      },
      "activity_lines": [
        0.164,
        0.160727,
        0.159762,
        0.160409
      ],
      "activity_state": "Compressed",
      "activity_direction": "Stable",
      "rotation_direction": "Improving",
      "price_acceptance": 0.166667
    },
    "latest_close": 0.17,
    "trend_reference": 0.162,
    "distance_from_trend": 0.049383,
    "trend_direction": "Weakening",
    "fair_value": 0.397628,
    "distance_from_fair_value": -0.572465,
    "fair_value_direction": "Improving",
    "relative_strength": -22.075847,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.0,
    "excess_performance": -0.192325,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.049383,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.039526,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.572465,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.043799,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.220758,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.161375,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.0,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.024869,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1376800,
      "relative_activity": 0.346641,
      "balance": 2.024869,
      "dry_up": 2.107184,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.131222,
      "annualized_volatility": 0.612602,
      "from_high_reference": -0.514286,
      "from_low_reference": 0.214286
    },
    "levels": {
      "trend_reference": 0.162,
      "fair_value_reference": 0.397628,
      "structural_low": 0.14,
      "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": 14,
        "median_return": -0.092593,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.285714,
        "median_excess_return": -0.069665,
        "regime_survival": 0.5,
        "best_return": 0.133333,
        "worst_return": -0.193548,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": -0.123127,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.073233,
        "regime_survival": 0.0,
        "best_return": -0.054054,
        "worst_return": -0.333333,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.254657,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.136463,
        "regime_survival": 0.0,
        "best_return": -0.116789,
        "worst_return": -0.444444,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.384287,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.305037,
        "regime_survival": 0.75,
        "best_return": -0.156725,
        "worst_return": -0.527778,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-05-26",
        "end": "2023-06-16",
        "tenure": "New",
        "return": -0.067568,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-06-23",
        "end": "2023-09-22",
        "tenure": "Established",
        "return": 0.078125,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-09-29",
        "end": "2023-10-13",
        "tenure": "New",
        "return": -0.071429,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-10-20",
        "end": "2024-01-12",
        "tenure": "Established",
        "return": 0.066667,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-01-19",
        "end": "2024-03-15",
        "tenure": "Developing",
        "return": -0.078125,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-03-22",
        "end": "2024-08-30",
        "tenure": "Established",
        "return": -0.118644,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-09-06",
        "end": "2024-09-06",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-09-13",
        "end": "2024-09-27",
        "tenure": "New",
        "return": 0.117647,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-10-04",
        "end": "2024-10-25",
        "tenure": "New",
        "return": -0.140351,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-11-01",
        "end": "2024-11-08",
        "tenure": "New",
        "return": -0.020408,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-15",
        "end": "2025-05-23",
        "tenure": "Extended",
        "return": -0.217391,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-30",
        "end": "2025-08-15",
        "tenure": "Developing",
        "return": -0.222222,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-08-22",
        "end": "2026-05-15",
        "tenure": "Extended",
        "return": -0.4,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-22",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.055556,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 1206685.95,
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      },
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        "date": "2023-08-25",
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      },
      {
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      {
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      },
      {
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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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      },
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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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      {
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "volume": 4844900,
        "typical_volume": 2940435.0,
        "trend": 0.160667,
        "fair_value": 0.411154,
        "relative_strength": -37.460984,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-07-17",
        "close": 0.17,
        "volume": 29539400,
        "typical_volume": 4373290.0,
        "trend": 0.161,
        "fair_value": 0.407692,
        "relative_strength": -28.216903,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -19.569211,
        "energy": 9.708983,
        "activity_lines": [
          0.16,
          0.157818,
          0.158286,
          0.159978
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      },
      {
        "date": "2026-07-24",
        "close": 0.16,
        "volume": 1817400,
        "typical_volume": 4412030.0,
        "trend": 0.161,
        "fair_value": 0.404231,
        "relative_strength": -31.189908,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -26.955936,
        "energy": 12.822226,
        "activity_lines": [
          0.160667,
          0.158182,
          0.158429,
          0.159914
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.16,
        "volume": 743900,
        "typical_volume": 4180725.0,
        "trend": 0.161333,
        "fair_value": 0.400833,
        "relative_strength": -28.742833,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -25.722822,
        "energy": 12.097709,
        "activity_lines": [
          0.160667,
          0.158364,
          0.158619,
          0.159849
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.17,
        "volume": 1376800,
        "typical_volume": 3971830.0,
        "trend": 0.162,
        "fair_value": 0.397628,
        "relative_strength": -22.075847,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 12.802111,
        "energy": 12.374974,
        "activity_lines": [
          0.164,
          0.160727,
          0.159762,
          0.160409
        ]
      }
    ],
    "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."
    }
  }
}