{
  "ticker": {
    "uuid": "bd73e9fa-3136-4c14-942b-8d559fdf6b24",
    "symbol": "VPG",
    "name": "Vishay Precision Group Inc",
    "exchange": "NYSE",
    "country": "US",
    "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": "SPY",
    "stage": 3,
    "stage_name": "Distribution",
    "phase": "3c",
    "phase_label": "Stage 3C \u00b7 Breakdown watch",
    "transition": "stage_3_to_4_watch",
    "transition_label": "Stage 3 \u2192 4 watch",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 0.776,
    "architecture_energy": 18.247,
    "architecture_maturity": 69.44,
    "architecture_confidence": 81.447,
    "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": 63.12,
        "rotation_up": 12.29,
        "upward_expansion": 52.0,
        "deceleration": 93.99,
        "rotation_down": 40.94,
        "downward_expansion": 20.33
      },
      "activity_lines": [
        89.663333,
        103.510909,
        103.199381,
        91.538237
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 68.59,
    "trend_reference": 76.68,
    "distance_from_trend": -0.105503,
    "trend_direction": "Improving",
    "fair_value": 38.586218,
    "distance_from_fair_value": 0.777578,
    "fair_value_direction": "Weakening",
    "relative_strength": 6.9314,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.225259,
    "excess_performance": 0.099634,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.105503,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.496234,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.777578,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.308333,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.069314,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.552458,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.225259,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.846598,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 4779254,
      "relative_activity": 1.935323,
      "balance": 0.846598,
      "dry_up": 1.223534,
      "accumulation_observations": 4,
      "distribution_observations": 6
    },
    "risk": {
      "range_context": 0.367073,
      "annualized_volatility": 0.95043,
      "from_high_reference": -0.548096,
      "from_low_reference": 1.624771
    },
    "levels": {
      "trend_reference": 76.68,
      "fair_value_reference": 38.586218,
      "structural_low": 39.16,
      "invalidation": "A decisive breakout above range resistance with renewed RS leadership invalidates the distribution reading; a range-low break confirms deterioration."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 11,
        "median_return": 0.075894,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.545455,
        "median_excess_return": 0.041091,
        "regime_survival": 0.363636,
        "best_return": 0.347495,
        "worst_return": -0.092749,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.018436,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.714286,
        "median_excess_return": 0.021541,
        "regime_survival": 0.142857,
        "best_return": 2.402097,
        "worst_return": -0.113051,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.07615,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": 0.000731,
        "regime_survival": 0.25,
        "best_return": 1.058088,
        "worst_return": -0.101877,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.146648,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.011901,
        "regime_survival": 0.333333,
        "best_return": 1.521691,
        "worst_return": -0.213517,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-07-05",
        "end": "2024-07-26",
        "tenure": "New",
        "return": 0.168084,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-08-02",
        "end": "2024-08-02",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-09",
        "end": "2025-01-31",
        "tenure": "Established",
        "return": -0.135436,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-02-07",
        "end": "2025-04-11",
        "tenure": "Developing",
        "return": -0.151271,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-04-18",
        "end": "2025-05-02",
        "tenure": "New",
        "return": 0.290133,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-09",
        "end": "2025-05-16",
        "tenure": "New",
        "return": 0.08991,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-05-23",
        "end": "2025-08-01",
        "tenure": "Developing",
        "return": -0.007311,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-08",
        "end": "2025-08-29",
        "tenure": "New",
        "return": 0.044853,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-05",
        "end": "2025-11-21",
        "tenure": "Developing",
        "return": 0.049208,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-28",
        "end": "2025-12-12",
        "tenure": "New",
        "return": 0.110721,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-12-19",
        "end": "2026-03-06",
        "tenure": "Developing",
        "return": 0.121259,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-03-13",
        "end": "2026-04-17",
        "tenure": "Developing",
        "return": 0.297732,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-04-24",
        "end": "2026-07-17",
        "tenure": "Established",
        "return": 0.713791,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.343259,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 35.05,
        "volume": 147193,
        "typical_volume": 256129.05,
        "trend": 38.809667,
        "fair_value": 34.075192,
        "relative_strength": -14.278322,
        "stage": 4,
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      },
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        "date": "2026-05-01",
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      {
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 2136029.75,
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        "fair_value": 37.596538,
        "relative_strength": 77.707527,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "direction": 45.118266,
        "energy": 35.877021,
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      },
      {
        "date": "2026-07-24",
        "close": 104.44,
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        "typical_volume": 2171479.05,
        "trend": 74.023667,
        "fair_value": 38.028846,
        "relative_strength": 75.546497,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 38.58212,
        "energy": 25.53361,
        "activity_lines": [
          109.790667,
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      },
      {
        "date": "2026-07-31",
        "close": 92.05,
        "volume": 3315941,
        "typical_volume": 2289669.05,
        "trend": 75.782667,
        "fair_value": 38.380833,
        "relative_strength": 50.129286,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 30.268679,
        "energy": 25.638456,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-08-07",
        "close": 68.59,
        "volume": 4779254,
        "typical_volume": 2469486.5,
        "trend": 76.68,
        "fair_value": 38.586218,
        "relative_strength": 6.9314,
        "stage": 3,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 0.77613,
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        "activity_lines": [
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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."
    }
  }
}