{
  "ticker": {
    "uuid": "5079aee9-157d-4e1b-9690-c5e5f93b22bd",
    "symbol": "UBIS",
    "name": "Ubis (Asia) 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": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "confidence": 92.844,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 53.204,
    "architecture_energy": 32.042,
    "architecture_maturity": 58.552,
    "architecture_confidence": 64.459,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 23.0,
        "rotation_up": 44.83,
        "upward_expansion": 72.6,
        "deceleration": 67.26,
        "rotation_down": 24.32,
        "downward_expansion": 8.27
      },
      "activity_lines": [
        1.352667,
        1.349818,
        1.281333,
        1.219742
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.666667
    },
    "latest_close": 1.31,
    "trend_reference": 1.133667,
    "distance_from_trend": 0.155542,
    "trend_direction": "Improving",
    "fair_value": 1.512179,
    "distance_from_fair_value": -0.133701,
    "fair_value_direction": "Improving",
    "relative_strength": 3.482697,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.47191,
    "excess_performance": 0.279585,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.155542,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.123184,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.133701,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.225551,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.034827,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.222137,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.47191,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 8.991678,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 369500,
      "relative_activity": 0.234628,
      "balance": 8.991678,
      "dry_up": 0.352481,
      "accumulation_observations": 2,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.1468,
      "annualized_volatility": 0.833858,
      "from_high_reference": -0.255682,
      "from_low_reference": 0.679487
    },
    "levels": {
      "trend_reference": 1.133667,
      "fair_value_reference": 1.512179,
      "structural_low": 0.88,
      "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": 10,
        "median_return": -0.010065,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.03003,
        "regime_survival": 0.6,
        "best_return": 0.877551,
        "worst_return": -0.427536,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.009756,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.039162,
        "regime_survival": 0.5,
        "best_return": 1.737589,
        "worst_return": -0.641174,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.01855,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.078748,
        "regime_survival": 0.0,
        "best_return": -0.017682,
        "worst_return": -0.019417,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.355858,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.284245,
        "regime_survival": 0.0,
        "best_return": -0.328221,
        "worst_return": -0.383495,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-05-17",
        "end": "2024-05-24",
        "tenure": "New",
        "return": 0.13913,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-06-28",
        "tenure": "Developing",
        "return": -0.19685,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-07-05",
        "end": "2024-07-26",
        "tenure": "New",
        "return": -0.024752,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-08-23",
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        "return": -0.116162,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-30",
        "end": "2024-10-11",
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        "return": 0.156069,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-11-29",
        "end": "2025-05-30",
        "tenure": "Extended",
        "return": -0.282353,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-07-25",
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        "return": -0.116667,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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        "regime": "balance",
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      {
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        "label": "Downward Expansion",
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        "end": "2026-02-20",
        "tenure": "Established",
        "return": -0.126214,
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      },
      {
        "regime": "rotation_up",
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      {
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 2347870.15,
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      },
      {
        "date": "2026-05-29",
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      {
        "date": "2026-06-05",
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 2726325.15,
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        "fair_value": 1.528654,
        "relative_strength": 7.901035,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.885417,
        "energy": 66.924379,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 1.38,
        "volume": 1378400,
        "typical_volume": 1790815.0,
        "trend": 1.093333,
        "fair_value": 1.524551,
        "relative_strength": 6.95304,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 61.913039,
        "energy": 57.968856,
        "activity_lines": [
          1.375333,
          1.323091,
          1.233286,
          1.172538
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.4,
        "volume": 314800,
        "typical_volume": 1782130.0,
        "trend": 1.11,
        "fair_value": 1.520769,
        "relative_strength": 8.246115,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 63.710327,
        "energy": 48.737601,
        "activity_lines": [
          1.382667,
          1.342,
          1.255619,
          1.192323
        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.35,
        "volume": 157700,
        "typical_volume": 1773555.0,
        "trend": 1.125,
        "fair_value": 1.516474,
        "relative_strength": 5.681722,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 57.829366,
        "energy": 39.39058,
        "activity_lines": [
          1.374667,
          1.350909,
          1.271238,
          1.207806
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.31,
        "volume": 369500,
        "typical_volume": 1574835.0,
        "trend": 1.133667,
        "fair_value": 1.512179,
        "relative_strength": 3.482697,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 53.204336,
        "energy": 32.042087,
        "activity_lines": [
          1.352667,
          1.349818,
          1.281333,
          1.219742
        ]
      }
    ],
    "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."
    }
  }
}