{
  "ticker": {
    "uuid": "eb61b31e-61a9-47c9-8a5e-87deaf73977c",
    "symbol": "TPBI",
    "name": "TPBI 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": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 87.065,
    "architecture_energy": 89.721,
    "architecture_maturity": 23.248,
    "architecture_confidence": 66.115,
    "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": 3.33,
        "rotation_up": 82.5,
        "upward_expansion": 95.85,
        "deceleration": 43.02,
        "rotation_down": 10.05,
        "downward_expansion": 20.18
      },
      "activity_lines": [
        3.198667,
        3.154182,
        3.090265,
        3.052107
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 3.26,
    "trend_reference": 2.989167,
    "distance_from_trend": 0.090605,
    "trend_direction": "Improving",
    "fair_value": 3.047275,
    "distance_from_fair_value": 0.069808,
    "fair_value_direction": "Improving",
    "relative_strength": -1.837129,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.146766,
    "excess_performance": -0.045559,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.090605,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.048174,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.069808,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.075395,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.018371,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.066964,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.146766,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.095304,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 624600,
      "relative_activity": 0.873096,
      "balance": 1.095304,
      "dry_up": 0.555855,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.019821,
      "annualized_volatility": 0.125583,
      "from_high_reference": 0.0,
      "from_low_reference": 0.262267
    },
    "levels": {
      "trend_reference": 2.989167,
      "fair_value_reference": 3.047275,
      "structural_low": 2.712716,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 16,
        "median_return": 0.013125,
        "positive_rate": 0.5625,
        "directional_follow_through": 0.5625,
        "median_excess_return": 0.000247,
        "regime_survival": 0.6875,
        "best_return": 0.205882,
        "worst_return": -0.167857,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.000528,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.034721,
        "regime_survival": 0.333333,
        "best_return": 0.265796,
        "worst_return": -0.07767,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.099526,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.019326,
        "regime_survival": 0.0,
        "best_return": 0.297128,
        "worst_return": -0.128755,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.072789,
        "positive_rate": 0.5,
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        "median_excess_return": 0.044039,
        "regime_survival": 0.0,
        "best_return": 0.221932,
        "worst_return": -0.36751,
        "sufficient": false
      }
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        "label": "Deceleration",
        "color": "amber",
        "start": "2024-07-12",
        "end": "2024-08-16",
        "tenure": "Developing",
        "return": 0.014706,
        "active": false
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2024-12-06",
        "tenure": "Established",
        "return": -0.014218,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-12-13",
        "end": "2025-01-17",
        "tenure": "Developing",
        "return": -0.097561,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-24",
        "end": "2025-02-14",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-02-28",
        "tenure": "New",
        "return": 0.005263,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-03-28",
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        "return": 0.015385,
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      },
      {
        "regime": "balance",
        "label": "Balance",
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        "active": false
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      {
        "regime": "downward_expansion",
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      {
        "regime": "balance",
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      {
        "date": "2026-04-17",
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      {
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      },
      {
        "date": "2026-07-03",
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      },
      {
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        "relative_strength": -5.974451,
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 1084015.0,
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        "relative_strength": -6.593069,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "direction": 82.995387,
        "energy": 90.908579,
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          3.138667,
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          3.042346,
          3.005772
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      },
      {
        "date": "2026-07-24",
        "close": 3.14,
        "volume": 497700,
        "typical_volume": 1032990.0,
        "trend": 2.95349,
        "fair_value": 3.03831,
        "relative_strength": -7.665921,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 66.891978,
        "energy": 83.718388,
        "activity_lines": [
          3.149333,
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          3.054659,
          3.018724
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      },
      {
        "date": "2026-07-31",
        "close": 3.18,
        "volume": 200000,
        "typical_volume": 979805.0,
        "trend": 2.969066,
        "fair_value": 3.042278,
        "relative_strength": -5.101568,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 73.228743,
        "energy": 85.865589,
        "activity_lines": [
          3.164,
          3.122182,
          3.069279,
          3.033337
        ]
      },
      {
        "date": "2026-08-07",
        "close": 3.26,
        "volume": 624600,
        "typical_volume": 715385.0,
        "trend": 2.989167,
        "fair_value": 3.047275,
        "relative_strength": -1.837129,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 87.064866,
        "energy": 89.721353,
        "activity_lines": [
          3.198667,
          3.154182,
          3.090265,
          3.052107
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      }
    ],
    "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."
    }
  }
}