{
  "ticker": {
    "uuid": "e25bcc29-1dd8-4d29-a4ab-e64ef2879ac4",
    "symbol": "T12",
    "name": "Tat Seng Packaging Group Ltd",
    "exchange": "SES",
    "country": "SG",
    "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": "^STI",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 83.757,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 5.062,
    "architecture_energy": 13.418,
    "architecture_maturity": 42.896,
    "architecture_confidence": 82.381,
    "architecture_tenure": "Developing",
    "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": 53.25,
        "rotation_up": 17.37,
        "upward_expansion": 41.45,
        "deceleration": 82.56,
        "rotation_down": 37.22,
        "downward_expansion": 35.45
      },
      "activity_lines": [
        1.010667,
        1.018909,
        1.051839,
        1.024996
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 1.01,
    "trend_reference": 0.957236,
    "distance_from_trend": 0.055121,
    "trend_direction": "Improving",
    "fair_value": 0.637119,
    "distance_from_fair_value": 0.585262,
    "fair_value_direction": "Weakening",
    "relative_strength": 3.082584,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.486945,
    "excess_performance": 0.33211,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.055121,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.138756,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.585262,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.394887,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.030826,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.419673,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.486945,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.359922,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 500,
      "relative_activity": 0.003359,
      "balance": 0.359922,
      "dry_up": 0.185757,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.075249,
      "annualized_volatility": 0.522115,
      "from_high_reference": -0.193825,
      "from_low_reference": 0.593155
    },
    "levels": {
      "trend_reference": 0.957236,
      "fair_value_reference": 0.637119,
      "structural_low": 0.667925,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 15,
        "median_return": 0.006249,
        "positive_rate": 0.533333,
        "directional_follow_through": 0.533333,
        "median_excess_return": -0.007098,
        "regime_survival": 0.733333,
        "best_return": 0.077086,
        "worst_return": -0.117117,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.023303,
        "positive_rate": 0.833333,
        "directional_follow_through": 0.833333,
        "median_excess_return": -0.000848,
        "regime_survival": 0.333333,
        "best_return": 0.103894,
        "worst_return": -0.025316,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.077893,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.051468,
        "regime_survival": 0.0,
        "best_return": 0.131654,
        "worst_return": 0.045349,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.157156,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.024341,
        "regime_survival": 0.5,
        "best_return": 0.179394,
        "worst_return": 0.134919,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-08-25",
        "end": "2023-11-24",
        "tenure": "Established",
        "return": 0.013272,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-12-01",
        "end": "2023-12-29",
        "tenure": "Developing",
        "return": 0.021899,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-01-05",
        "end": "2024-02-16",
        "tenure": "Developing",
        "return": 0.007142,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-02-23",
        "end": "2024-04-19",
        "tenure": "Developing",
        "return": 0.014286,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-04-26",
        "end": "2024-05-17",
        "tenure": "New",
        "return": 0.050821,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-11-08",
        "tenure": "Established",
        "return": 0.12293,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-15",
        "end": "2025-03-07",
        "tenure": "Established",
        "return": 0.037974,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-03-14",
        "end": "2025-08-22",
        "tenure": "Established",
        "return": 0.085364,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-29",
        "end": "2025-11-28",
        "tenure": "Established",
        "return": 0.011627,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-12-19",
        "tenure": "New",
        "return": -0.027624,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-12-26",
        "end": "2026-01-02",
        "tenure": "New",
        "return": -0.022099,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "end": "2026-06-12",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.09009,
        "active": true
      }
    ],
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        "date": "2026-04-24",
        "close": 1.14717,
        "volume": 267200,
        "typical_volume": 140710.0,
        "trend": 0.75485,
        "fair_value": 0.577777,
        "relative_strength": 45.893424,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
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        "energy": 77.07123,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-01",
        "close": 1.154717,
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        "typical_volume": 152670.0,
        "trend": 0.771705,
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        "relative_strength": 45.74242,
        "stage": 2,
        "regime": "upward_expansion",
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        "activity_lines": [
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          0.847394
        ]
      },
      {
        "date": "2026-05-08",
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        "typical_volume": 162120.0,
        "trend": 0.788564,
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        "relative_strength": 45.049852,
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        "modifier": "Established expansion",
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        ]
      },
      {
        "date": "2026-05-15",
        "close": 1.169811,
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        "typical_volume": 172200.0,
        "trend": 0.806295,
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        "relative_strength": 42.718842,
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        "modifier": "Established expansion",
        "gate": "up",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "volume": 223400,
        "typical_volume": 183140.0,
        "trend": 0.824151,
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        "relative_strength": 39.344562,
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        "activity_lines": [
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          0.920641
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 219140.0,
        "trend": 0.840597,
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        "relative_strength": 36.693718,
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        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
        "close": 1.02,
        "volume": 10000,
        "typical_volume": 219330.0,
        "trend": 0.852333,
        "fair_value": 0.604337,
        "relative_strength": 20.346022,
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        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
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        "volume": 2700,
        "typical_volume": 217470.0,
        "trend": 0.864157,
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        "relative_strength": 18.157882,
        "stage": 2,
        "regime": "upward_expansion",
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      },
      {
        "date": "2026-06-19",
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        "volume": 10000,
        "typical_volume": 215620.0,
        "trend": 0.87839,
        "fair_value": 0.611734,
        "relative_strength": 26.322532,
        "stage": 2,
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        "direction": 44.904477,
        "energy": 30.784932,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
        "close": 0.995,
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        "typical_volume": 215525.0,
        "trend": 0.888915,
        "fair_value": 0.615235,
        "relative_strength": 13.005291,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 33.03998,
        "energy": 31.78412,
        "activity_lines": [
          1.040333,
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          1.05893,
          0.986149
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      },
      {
        "date": "2026-07-03",
        "close": 1.04,
        "volume": 10500,
        "typical_volume": 215450.0,
        "trend": 0.900814,
        "fair_value": 0.619024,
        "relative_strength": 16.522409,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
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        "energy": 24.974333,
        "activity_lines": [
          1.035333,
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          1.063299,
          0.995896
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      },
      {
        "date": "2026-07-10",
        "close": 1.05,
        "volume": 19900,
        "typical_volume": 215790.0,
        "trend": 0.913173,
        "fair_value": 0.622962,
        "relative_strength": 12.439262,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 22.334283,
        "energy": 15.171551,
        "activity_lines": [
          1.041,
          1.060024,
          1.066902,
          1.005521
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      },
      {
        "date": "2026-07-17",
        "close": 0.98,
        "volume": 8400,
        "typical_volume": 211980.0,
        "trend": 0.923701,
        "fair_value": 0.626325,
        "relative_strength": 4.003732,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 3.181217,
        "energy": 15.504506,
        "activity_lines": [
          1.021333,
          1.040626,
          1.062091,
          1.009833
        ]
      },
      {
        "date": "2026-07-24",
        "close": 1.02,
        "volume": 65200,
        "typical_volume": 178795.0,
        "trend": 0.934934,
        "fair_value": 0.629945,
        "relative_strength": 6.505372,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 12.702609,
        "energy": 13.799351,
        "activity_lines": [
          1.016333,
          1.031815,
          1.059765,
          1.016045
        ]
      },
      {
        "date": "2026-07-31",
        "close": 1.01,
        "volume": 36500,
        "typical_volume": 163865.0,
        "trend": 0.946336,
        "fair_value": 0.633501,
        "relative_strength": 4.584126,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 7.229634,
        "energy": 12.239181,
        "activity_lines": [
          1.014,
          1.023909,
          1.056051,
          1.020888
        ]
      },
      {
        "date": "2026-08-07",
        "close": 1.01,
        "volume": 500,
        "typical_volume": 148850.0,
        "trend": 0.957236,
        "fair_value": 0.637119,
        "relative_strength": 3.082584,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 5.061784,
        "energy": 13.418068,
        "activity_lines": [
          1.010667,
          1.018909,
          1.051839,
          1.024996
        ]
      }
    ],
    "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."
    }
  }
}