{
  "ticker": {
    "uuid": "f2f36448-d8f7-4a9b-a51a-565be1da6fb1",
    "symbol": "UPF",
    "name": "Union Pioneer 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": 62.221,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -38.251,
    "architecture_energy": 20.157,
    "architecture_maturity": 31.817,
    "architecture_confidence": 60.466,
    "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": 48.24,
        "rotation_up": 14.42,
        "upward_expansion": 13.51,
        "deceleration": 59.39,
        "rotation_down": 52.62,
        "downward_expansion": 63.51
      },
      "activity_lines": [
        21.3,
        21.36,
        21.39381,
        21.370108
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 21.200001,
    "trend_reference": 21.546667,
    "distance_from_trend": -0.016089,
    "trend_direction": "Weakening",
    "fair_value": 29.377958,
    "distance_from_fair_value": -0.27837,
    "fair_value_direction": "Improving",
    "relative_strength": -21.237291,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.078261,
    "excess_performance": -0.270586,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.016089,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.035008,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.27837,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.052225,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.212373,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.052125,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.078261,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.673077,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 300,
      "relative_activity": 0.097879,
      "balance": 2.673077,
      "dry_up": 0.179445,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.035922,
      "annualized_volatility": 0.209749,
      "from_high_reference": -0.3375,
      "from_low_reference": 0.11579
    },
    "levels": {
      "trend_reference": 21.546667,
      "fair_value_reference": 29.377958,
      "structural_low": 19.0,
      "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": -0.007491,
        "positive_rate": 0.214286,
        "directional_follow_through": 0.214286,
        "median_excess_return": -0.011072,
        "regime_survival": 0.642857,
        "best_return": 0.085821,
        "worst_return": -0.076172,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.007547,
        "positive_rate": 0.6,
        "directional_follow_through": 0.6,
        "median_excess_return": -0.024823,
        "regime_survival": 0.4,
        "best_return": 0.050229,
        "worst_return": -0.155963,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.119853,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.086712,
        "regime_survival": 0.25,
        "best_return": 0.026415,
        "worst_return": -0.236697,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.162135,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.104139,
        "regime_survival": 0.0,
        "best_return": -0.126992,
        "worst_return": -0.197277,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2022-05-27",
        "end": "2022-11-18",
        "tenure": "Established",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2022-11-25",
        "end": "2022-12-16",
        "tenure": "New",
        "return": -0.008264,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2022-12-23",
        "end": "2023-02-17",
        "tenure": "Developing",
        "return": -0.028689,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-02-24",
        "end": "2023-03-31",
        "tenure": "Developing",
        "return": -0.065866,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2023-04-07",
        "end": "2023-05-05",
        "tenure": "Developing",
        "return": -0.014286,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-05-12",
        "end": "2024-02-23",
        "tenure": "Extended",
        "return": -0.295238,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-03-01",
        "end": "2024-03-22",
        "tenure": "New",
        "return": 0.006536,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-03-29",
        "end": "2024-05-10",
        "tenure": "Developing",
        "return": 0.030295,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-17",
        "end": "2024-06-14",
        "tenure": "Developing",
        "return": -0.083333,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-06-21",
        "end": "2024-08-02",
        "tenure": "Developing",
        "return": -0.042857,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-09",
        "end": "2025-09-26",
        "tenure": "Extended",
        "return": -0.165364,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-10-03",
        "end": "2025-11-07",
        "tenure": "Developing",
        "return": -0.093578,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-11-14",
        "end": "2026-05-22",
        "tenure": "Extended",
        "return": -0.120482,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-05-29",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.045045,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 44.100426,
        "volume": 5700,
        "typical_volume": 6060.0,
        "trend": 48.721994,
        "fair_value": 51.804261,
        "relative_strength": -7.016729,
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      },
      {
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      },
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          22.274731
        ]
      },
      {
        "date": "2026-04-24",
        "close": 20.1,
        "volume": 1100,
        "typical_volume": 5545.0,
        "trend": 23.083333,
        "fair_value": 31.733442,
        "relative_strength": -28.64457,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -62.409942,
        "energy": 42.869968,
        "activity_lines": [
          20.426667,
          20.681818,
          21.422381,
          22.069032
        ]
      },
      {
        "date": "2026-05-01",
        "close": 20.299999,
        "volume": 1000,
        "typical_volume": 5110.0,
        "trend": 22.851667,
        "fair_value": 31.552305,
        "relative_strength": -29.148671,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -58.284928,
        "energy": 40.801282,
        "activity_lines": [
          20.366666,
          20.541818,
          21.261428,
          21.889462
        ]
      },
      {
        "date": "2026-05-08",
        "close": 21.0,
        "volume": 6200,
        "typical_volume": 5315.0,
        "trend": 22.668333,
        "fair_value": 31.371144,
        "relative_strength": -26.44977,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -53.614984,
        "energy": 35.043081,
        "activity_lines": [
          20.546666,
          20.572727,
          21.18,
          21.77
        ]
      },
      {
        "date": "2026-05-15",
        "close": 22.200001,
        "volume": 11000,
        "typical_volume": 5825.0,
        "trend": 22.558333,
        "fair_value": 31.206698,
        "relative_strength": -22.558103,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -29.200816,
        "energy": 17.692522,
        "activity_lines": [
          21.113333,
          20.845455,
          21.220952,
          21.739785
        ]
      },
      {
        "date": "2026-05-22",
        "close": 21.9,
        "volume": 2400,
        "typical_volume": 5945.0,
        "trend": 22.43,
        "fair_value": 31.034313,
        "relative_strength": -23.958227,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -24.075357,
        "energy": 16.561876,
        "activity_lines": [
          21.466667,
          21.06,
          21.237143,
          21.697312
        ]
      },
      {
        "date": "2026-05-29",
        "close": 22.200001,
        "volume": 1500,
        "typical_volume": 5990.0,
        "trend": 22.328333,
        "fair_value": 30.875882,
        "relative_strength": -23.643528,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -5.695234,
        "energy": 14.332697,
        "activity_lines": [
          21.833334,
          21.307273,
          21.287143,
          21.682473
        ]
      },
      {
        "date": "2026-06-05",
        "close": 21.799999,
        "volume": 1100,
        "typical_volume": 6005.0,
        "trend": 22.231667,
        "fair_value": 30.713382,
        "relative_strength": -24.933181,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -7.930248,
        "energy": 16.627529,
        "activity_lines": [
          21.926667,
          21.452727,
          21.307143,
          21.648387
        ]
      },
      {
        "date": "2026-06-12",
        "close": 21.9,
        "volume": 0,
        "typical_volume": 5950.0,
        "trend": 22.131667,
        "fair_value": 30.55002,
        "relative_strength": -24.235864,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -6.084427,
        "energy": 14.764765,
        "activity_lines": [
          21.953333,
          21.590909,
          21.343333,
          21.626989
        ]
      },
      {
        "date": "2026-06-19",
        "close": 21.4,
        "volume": 100,
        "typical_volume": 5730.0,
        "trend": 22.045,
        "fair_value": 30.396986,
        "relative_strength": -24.126984,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -7.154402,
        "energy": 12.173812,
        "activity_lines": [
          21.753333,
          21.618182,
          21.338571,
          21.579785
        ]
      },
      {
        "date": "2026-06-26",
        "close": 22.0,
        "volume": 0,
        "typical_volume": 5640.0,
        "trend": 21.991667,
        "fair_value": 30.255317,
        "relative_strength": -19.553251,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -2.98757,
        "energy": 10.52868,
        "activity_lines": [
          21.806667,
          21.738182,
          21.39381,
          21.576882
        ]
      },
      {
        "date": "2026-07-03",
        "close": 21.0,
        "volume": 500,
        "typical_volume": 5070.0,
        "trend": 21.85,
        "fair_value": 30.098215,
        "relative_strength": -25.601776,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -35.054167,
        "energy": 19.669674,
        "activity_lines": [
          21.52,
          21.650909,
          21.358571,
          21.512903
        ]
      },
      {
        "date": "2026-07-10",
        "close": 21.5,
        "volume": 300,
        "typical_volume": 4700.0,
        "trend": 21.8,
        "fair_value": 29.951836,
        "relative_strength": -23.421635,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -26.500952,
        "energy": 18.301009,
        "activity_lines": [
          21.48,
          21.638182,
          21.375714,
          21.490323
        ]
      },
      {
        "date": "2026-07-17",
        "close": 20.700001,
        "volume": 600,
        "typical_volume": 4710.0,
        "trend": 21.733333,
        "fair_value": 29.807849,
        "relative_strength": -26.293718,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -48.448988,
        "energy": 28.923304,
        "activity_lines": [
          21.193334,
          21.458182,
          21.322381,
          21.419355
        ]
      },
      {
        "date": "2026-07-24",
        "close": 21.799999,
        "volume": 1100,
        "typical_volume": 4545.0,
        "trend": 21.693333,
        "fair_value": 29.670912,
        "relative_strength": -21.905203,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -21.080819,
        "energy": 16.986179,
        "activity_lines": [
          21.353333,
          21.483636,
          21.381429,
          21.423656
        ]
      },
      {
        "date": "2026-07-31",
        "close": 21.299999,
        "volume": 200,
        "typical_volume": 3995.0,
        "trend": 21.636667,
        "fair_value": 29.53077,
        "relative_strength": -22.126766,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -31.805482,
        "energy": 17.140821,
        "activity_lines": [
          21.32,
          21.425454,
          21.393809,
          21.398279
        ]
      },
      {
        "date": "2026-08-07",
        "close": 21.200001,
        "volume": 300,
        "typical_volume": 3065.0,
        "trend": 21.546667,
        "fair_value": 29.377958,
        "relative_strength": -21.237291,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -38.2513,
        "energy": 20.156666,
        "activity_lines": [
          21.3,
          21.36,
          21.39381,
          21.370108
        ]
      }
    ],
    "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."
    }
  }
}