{
  "ticker": {
    "uuid": "98e369c1-7c78-4b54-987d-49ec07660a80",
    "symbol": "UMS",
    "name": "Unique Mining Services 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": "2c",
    "phase_label": "Stage 2C \u00b7 Late advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 34.525,
    "architecture_energy": 19.659,
    "architecture_maturity": 75.822,
    "architecture_confidence": 96,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 49.54,
        "rotation_up": 21.39,
        "upward_expansion": 53.42,
        "deceleration": 93.88,
        "rotation_down": 27.06,
        "downward_expansion": 19.42
      },
      "activity_lines": [
        0.676,
        0.739636,
        0.652286,
        0.557591
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 0.68,
    "trend_reference": 0.446667,
    "distance_from_trend": 0.522388,
    "trend_direction": "Improving",
    "fair_value": 0.466282,
    "distance_from_fair_value": 0.458345,
    "fair_value_direction": "Improving",
    "relative_strength": 65.501972,
    "relative_strength_direction": "Improving",
    "price_momentum": 1.615385,
    "excess_performance": 1.42306,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.522388,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.709184,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.458345,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.933364,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.65502,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.815939,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 1.615385,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 3.190191,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 20984100,
      "relative_activity": 1.214491,
      "balance": 3.190191,
      "dry_up": 2.056426,
      "accumulation_observations": 4,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.330317,
      "annualized_volatility": 1.884913,
      "from_high_reference": -0.492537,
      "from_low_reference": 1.615385
    },
    "levels": {
      "trend_reference": 0.446667,
      "fair_value_reference": 0.466282,
      "structural_low": 0.26,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 4,
        "median_return": 0.123992,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.111403,
        "regime_survival": 0.5,
        "best_return": 0.385965,
        "worst_return": -0.137931,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 2,
        "median_return": 0.086388,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.045633,
        "regime_survival": 0.0,
        "best_return": 0.319328,
        "worst_return": -0.146552,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": -0.078782,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.161988,
        "regime_survival": 0.0,
        "best_return": 0.092437,
        "worst_return": -0.25,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.229517,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.234609,
        "regime_survival": 0.5,
        "best_return": 1.084034,
        "worst_return": -0.625,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2022-05-13",
        "end": "2022-07-08",
        "tenure": "Developing",
        "return": 0.074766,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2022-07-15",
        "end": "2022-08-26",
        "tenure": "Developing",
        "return": -0.387931,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2022-09-02",
        "end": "2022-09-09",
        "tenure": "New",
        "return": 0.121739,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2022-09-16",
        "end": "2022-12-02",
        "tenure": "Developing",
        "return": -0.216,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2022-12-09",
        "end": "2024-03-15",
        "tenure": "Extended",
        "return": -0.678756,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-03-22",
        "end": "2024-05-24",
        "tenure": "Developing",
        "return": -0.253731,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-05-31",
        "end": "2024-09-06",
        "tenure": "Established",
        "return": -0.16,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-09-13",
        "end": "2024-10-25",
        "tenure": "Developing",
        "return": 0.328125,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-11-01",
        "end": "2024-11-29",
        "tenure": "Developing",
        "return": -0.28125,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-12-06",
        "end": "2024-12-20",
        "tenure": "New",
        "return": 0.02439,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-12-27",
        "end": "2025-01-24",
        "tenure": "Developing",
        "return": 0.175,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-31",
        "end": "2025-08-29",
        "tenure": "Extended",
        "return": -0.446809,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-05-29",
        "end": "2026-07-17",
        "tenure": "Developing",
        "return": 1.466667,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.014925,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 0.8,
        "volume": 88200,
        "typical_volume": 48040.0,
        "trend": 1.270667,
        "fair_value": 1.327308,
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      },
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        "relative_strength": 177.217352,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.328065,
        "energy": 88.56026,
        "activity_lines": [
          1.048,
          0.773091,
          0.550571,
          0.461763
        ]
      },
      {
        "date": "2026-07-03",
        "close": 0.49,
        "volume": 33333700,
        "typical_volume": 3867495.0,
        "trend": 0.377,
        "fair_value": 0.47391,
        "relative_strength": 29.259907,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.041915,
        "energy": 68.172737,
        "activity_lines": [
          0.906,
          0.755273,
          0.556857,
          0.469548
        ]
      },
      {
        "date": "2026-07-10",
        "close": 0.65,
        "volume": 126087600,
        "typical_volume": 10171875.0,
        "trend": 0.39,
        "fair_value": 0.472308,
        "relative_strength": 68.060436,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.603064,
        "energy": 57.063261,
        "activity_lines": [
          0.804667,
          0.762364,
          0.577286,
          0.487161
        ]
      },
      {
        "date": "2026-07-17",
        "close": 0.74,
        "volume": 92444900,
        "typical_volume": 14794120.0,
        "trend": 0.406,
        "fair_value": 0.47109,
        "relative_strength": 85.754186,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 42.987718,
        "energy": 29.624023,
        "activity_lines": [
          0.736,
          0.778727,
          0.604429,
          0.509742
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.67,
        "volume": 22142500,
        "typical_volume": 15901245.0,
        "trend": 0.419667,
        "fair_value": 0.469744,
        "relative_strength": 65.17071,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.923905,
        "energy": 31.072041,
        "activity_lines": [
          0.682667,
          0.773636,
          0.622619,
          0.526774
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.65,
        "volume": 6553100,
        "typical_volume": 16228900.0,
        "trend": 0.432667,
        "fair_value": 0.468013,
        "relative_strength": 59.727913,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.281001,
        "energy": 24.186776,
        "activity_lines": [
          0.662667,
          0.757455,
          0.636952,
          0.541634
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.68,
        "volume": 20984100,
        "typical_volume": 17278105.0,
        "trend": 0.446667,
        "fair_value": 0.466282,
        "relative_strength": 65.501972,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.52512,
        "energy": 19.659166,
        "activity_lines": [
          0.676,
          0.739636,
          0.652286,
          0.557591
        ]
      }
    ],
    "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."
    }
  }
}