Time-Consistent, Benchmark-Driven Valuation (TCBV)

Framework Overview

This page brings the TCBV design into one continuous view: the NAV evolution formula, a single-asset operating path, self-calibrating market sensitivity, full-coverage governance, late-known idiosyncratic handling, and an interactive browser workbench.

Part 1

TCBV NAV Evolution Formula

This section keeps the notation intentionally compact. It shows the top-level NAV evolution structure without expanding the full event taxonomy, governance rules, or derivation details.

Core Formula

NAVt = NAVt-1 + True Up Adjustments + Cash Flow Adjustments + Market Adjustments + Idiosyncratic Adjustments

Notation Snapshot

Core State

NAVt

The governed fair value state at time t.

Market Base

Et

The exposure base after economically effective cash flows are incorporated and before market adjustment is applied.

Benchmark

Bt

The selected market proxy level used to carry the state across time in a frequency-consistent way.

Sensitivity

β

The calibrated market sensitivity that links the asset to the chosen benchmark path.

True-Up Adjustments

A true-up aligns the state to a newly arrived external observation such as a PCAP or valuation report. It is not a new economic event. The measurement-date difference is propagated through the intervening market path and recognized on the known date.

Cash Flow Adjustments

Cash flow adjustments reflect contributions and distributions at their economic effective time. They update the exposure base that participates in subsequent market movement, subject to the timing rule such as EOD or BOD.

Market Adjustments

Market adjustment is the systematic roll-forward term driven by benchmark movement and market sensitivity. In compact notation, the default form is MAt = Et · (exp(β · Δ ln Bt) - 1), which preserves frequency consistency.

Idiosyncratic Adjustments

Idiosyncratic adjustment captures asset-specific discrete effects that are not explained by the systematic market leg. They are recorded as governed absolute contributions once the information is supportable and approved under policy or committee review.

Part 2

Operating Example: Single Asset

Start with one asset and keep the horizon short enough to make the mechanics readable. This example runs from 2025-03-15 to 2025-09-28, crosses two external NAV observations, includes two contributions and one distribution, and then extends into monthly, weekly, and daily roll-forwards. The event table is ordered by Known Date.

Fund 1 Event Rows

Data Type Effective Date Timing Known Date Investment Type Asset Name Market Proxy Value (USD)
Ctrb2025-03-15EOD2025-03-15Fund InterestFund 1Benchmark 1+10,000,000
ID2025-03-31EOD2025-03-31Fund InterestFund 1Benchmark 1-246,951
Ctrb2025-05-09EOD2025-05-09Fund InterestFund 1Benchmark 1+650,000
NAV2025-03-31EOD2025-05-15Fund InterestFund 1Benchmark 110,300,000
Ctrb2025-07-18EOD2025-07-18Fund InterestFund 1Benchmark 1+400,000
NAV2025-06-30EOD2025-08-14Fund InterestFund 1Benchmark 110,620,000
Dist2025-08-20BOD2025-08-20Fund InterestFund 1Benchmark 1-900,000

Fund 1 Evolution Checkpoints

This section does not cover every date. It selects representative checkpoints to show how NAV, Known Date, cash flow adjustments, and market-linked roll-forward logic fit into one continuous path.

Benchmark Assumptions For Fund 1

Market Proxy Date Level Market Sensitivity
Benchmark 12025-03-151,0000.5
Benchmark 12025-03-311,0500.5
Benchmark 12025-05-091,0690.5
Benchmark 12025-05-151,1000.5
Benchmark 12025-06-301,1400.5
Benchmark 12025-07-181,1600.5
Benchmark 12025-08-141,1850.5
Benchmark 12025-08-191,1720.5
Benchmark 12025-08-201,1700.5
Benchmark 12025-09-201,2150.5
Benchmark 12025-09-271,2080.5
Benchmark 12025-09-281,2120.5

2025-03-15

Initial Contribution Recorded

NAV03/15/25 = Previous NAV03/14/25 + Cash Flow Adjustment

= 0.00 + 10,000,000.00 = 10,000,000.00

This is the starting point of the example. There is no prior NAV history, so Previous NAV is set to 0, and the initial contribution establishes the first economic position. Because the contribution is assumed to arrive by EOD, it does not receive any same-day market adjustment on 2025-03-15.

2025-03-31

NAV Without External Information

By 2025-03-31, no external NAV report has been received yet, so the state is advanced from 2025-03-15 to quarter-end only through Market Adjustment. However, the fund manager's policy is to hold a new investment at cost through the end of the first month, so an Idiosyncratic Adjustment offsets that month-one market move.

NAV03/31/25 = NAV03/15/25 + Market Adjustment + Idiosyncratic Adjustment

= NAV03/15/25 + NAV03/15/25 × (exp(ln(Benchmark 103/31/25 / Benchmark 103/15/25) × Market Sensitivity) - 1) - NAV03/15/25 × (exp(ln(Benchmark 103/31/25 / Benchmark 103/15/25) × Market Sensitivity) - 1)

= 10,000,000.00 + 246,950.77 - 246,950.77 = 10,000,000.00

State: NAV = 10,000,000.00

2025-05-09

Contribution Received by EOD

The existing NAV is first rolled forward from the latest path checkpoint through market adjustment, and the EOD contribution is then added as a separate additive term without any same-day market adjustment on the contributed amount itself.

NAV05/09/25 = NAV03/31/25 + Market Adjustment + Cash Flow Adjustment

= NAV03/31/25 + NAV03/31/25 × (exp(ln(Benchmark 105/09/25 / Benchmark 103/31/25) × Market Sensitivity) - 1) + Contribution05/09/25 EOD

= 10,000,000.00 + 10,000,000.00 × (exp(ln(1,069 / 1,050) × 0.5) - 1) + 650,000.00 = 10,740,070.56

State: NAV = 10,740,070.56

2025-05-15

True-Up

Assume a new PCAP is received at EOD on this date. The quarter-end NAV for 2025-03-31 is now externally observed. The current NAV first moves from 2025-05-09 to 2025-05-15 through market adjustment, and the true-up difference is then added as a separate propagated adjustment.

NAV05/15/25 = NAV05/09/25 + Market Adjustment + True-Up Adjustment

= NAV05/09/25 + NAV05/09/25 × (exp(ln(Benchmark 105/15/25 / Benchmark 105/09/25) × Market Sensitivity) - 1) + (New NAV03/31/25 - Previous NAV03/31/25) × exp(ln(Benchmark 105/15/25 / Benchmark 103/31/25) × Market Sensitivity)

= 10,740,070.56 + 10,740,070.56 × (exp(ln(1,100 / 1,069) × 0.5) - 1) + (10,300,000.00 - 10,000,000.00) × exp(ln(1,100 / 1,050) × 0.5)

State: NAV = 11,201,743.45

2025-06-30

Quarter-End NAV Without External Information

Starting from the true-upped state on 2025-05-15, the NAV is rolled forward to the next quarter-end before the new report is received.

NAV06/30/25 = NAV05/15/25 + Market Adjustment

= NAV05/15/25 + NAV05/15/25 × (exp(ln(Benchmark 106/30/25 / Benchmark 105/15/25) × Market Sensitivity) - 1)

= 11,201,743.45 + 11,201,743.45 × (exp(ln(1,140 / 1,100) × 0.5) - 1)

State: NAV = 11,403,592.90

2025-07-18

Contribution Received by EOD

A second contribution is received by EOD. As before, the existing NAV is first rolled forward through market adjustment, and the EOD contribution is then added as a separate cash flow adjustment without any same-day market adjustment on the contributed amount itself.

NAV07/18/25 = NAV06/30/25 + Market Adjustment + Cash Flow Adjustment

= NAV06/30/25 + NAV06/30/25 × (exp(ln(Benchmark 107/18/25 / Benchmark 106/30/25) × Market Sensitivity) - 1) + Contribution07/18/25 EOD

= 11,403,592.90 + 11,403,592.90 × (exp(ln(1,160 / 1,140) × 0.5) - 1) + 400,000.00 = 11,903,189.49

State: NAV = 11,903,189.49

2025-08-14

True-Up

The 2025-06-30 NAV is externally observed on this date. The current NAV first moves from 2025-07-18 to 2025-08-14 through market adjustment, and the true-up difference is then added as a separate propagated adjustment.

NAV08/14/25 = NAV07/18/25 + Market Adjustment + True-Up Adjustment

= NAV07/18/25 + NAV07/18/25 × (exp(ln(Benchmark 108/14/25 / Benchmark 107/18/25) × Market Sensitivity) - 1) + (New NAV06/30/25 - Previous NAV06/30/25) × exp(ln(Benchmark 108/14/25 / Benchmark 106/30/25) × Market Sensitivity)

= 11,903,189.49 + 11,903,189.49 × (exp(ln(1,185 / 1,160) × 0.5) - 1) + (10,620,000.00 - 11,403,592.90) × exp(ln(1,185 / 1,140) × 0.5)

State: NAV = 11,231,864.00

2025-08-20

Distribution Received by BOD

Assume the distribution is known at BOD on this date. The NAV is first market-adjusted from 2025-08-14 to 2025-08-20, and the distribution is then removed using only the last-day adjustment factor rather than the full path.

NAV08/20/25 = NAV08/14/25 + Market Adjustment + Cash Flow Adjustment

= NAV08/14/25 + NAV08/14/25 × (exp(ln(Benchmark 108/20/25 / Benchmark 108/14/25) × Market Sensitivity) - 1) - Distribution08/20/25 × exp(ln(Benchmark 108/20/25 / Benchmark 108/19/25) × Market Sensitivity)

= 11,231,864.00 + 11,231,864.00 × (exp(ln(1,170 / 1,185) × 0.5) - 1) - 900,000.00 × exp(ln(1,170 / 1,172) × 0.5) = 10,261,318.11

State: NAV = 10,261,318.11

2025-09-20

Monthly Roll-Forward

After the distribution event, the path is rolled forward on a monthly step to demonstrate time-consistent behavior across the next cycle.

NAV09/20/25 = NAV08/20/25 + Market Adjustment

= NAV08/20/25 + NAV08/20/25 × (exp(ln(Benchmark 109/20/25 / Benchmark 108/20/25) × Market Sensitivity) - 1)

= 10,261,318.11 + 10,261,318.11 × (exp(ln(1,215 / 1,170) × 0.5) - 1)

State: NAV = 10,456,789.35

2025-09-27

Weekly Roll-Forward

The same framework is then applied on a weekly interval, showing that the propagation rule stays consistent across a shorter step.

NAV09/27/25 = NAV09/20/25 + Market Adjustment

= NAV09/20/25 + NAV09/20/25 × (exp(ln(Benchmark 109/27/25 / Benchmark 109/20/25) × Market Sensitivity) - 1)

= 10,456,789.35 + 10,456,789.35 × (exp(ln(1,208 / 1,215) × 0.5) - 1)

State: NAV = 10,426,623.40

2025-09-28

Daily Roll-Forward

Finally, the path is advanced over a single day, showing the same time-consistent rule at daily frequency.

NAV09/28/25 = NAV09/27/25 + Market Adjustment

= NAV09/27/25 + NAV09/27/25 × (exp(ln(Benchmark 109/28/25 / Benchmark 109/27/25) × Market Sensitivity) - 1)

= 10,426,623.40 + 10,426,623.40 × (exp(ln(1,212 / 1,208) × 0.5) - 1)

State: NAV = 10,443,871.75

Part 3

Self-Calibrating Market Sensitivity

This module presents the self-calibration logic as an operating flow rather than a formal derivation. Each new external observation triggers a calibration decision, with a fallback hierarchy for new investments and a governed re-estimation path for existing ones.

Trigger

New Observation Arrives

A new PCAP or NAV observation enters the system.

Decision

New Investment or Existing Investment?

New Investment

Build the initial market sensitivity through a governed fallback hierarchy.

Layer 1

Economic Meaning Proxy

Select the proxy based on industry, strategy, geography, currency, and risk profile.

Layer 2

Asset-Level Historicals

Use exposure-consistent historical observations at the asset level if there are enough datapoints.

Layer 3

Portfolio-Level Historicals

If asset-level history is insufficient, move to portfolio-level historical observations.

Layer 4

Private Market-Level Historicals

If portfolio-level data is still not enough, use a governed private-market-level historical dataset.

Output

Set initial market sensitivity through the fallback hierarchy.

Existing Investment

Re-estimate using the updated information set and keep the result under explicit statistical and governance control.

Full-Size Re-Estimation

Re-estimate market sensitivity using the updated information set and the governed rolling window.

Do Statistical Tests Still Hold?

Check statistical validity, stability, and economic consistency.

↙ ↘

If Yes

Document

Record the dataset, window, diagnostics, and approved parameter. Apply prospectively.

If No

Re-Test And Approve

Refine the dataset or window, re-run the test, and escalate through governance approval.

Governance

Prospective Only

Any recalibrated market sensitivity affects only future periods. Prior NAV is not retroactively rewritten.

Part 4

Full-Coverage Governance

TCBV is designed to be continuous, so governance must also be continuous. The control layer should cover event capture, parameter maintenance, policy-driven adjustments, and materiality-based escalation in one connected process rather than in isolated review steps.

Governance Scope

Control Area

Event Data Capture

Every event row should be recorded, timestamped, and reviewed for completeness. That includes Effective Date, Timing, Known Date, value, source, and asset mapping.

Control Area

Documentation Review

Any update to market sensitivity, proxy selection, fallback use, or calibration evidence should be documented and checked before it becomes part of the governed record.

Control Area

Policy-Governed Idiosyncratic Adjustments

Standard idiosyncratic cases can be handled under standing policy. Non-standard cases, exceptions, or judgment-heavy overrides must move into explicit approval.

Control Area

Trigger-Based Escalation

True-up size and other adjustments should be tested against a defined trigger so that governance effort scales with the investor-facing NAV impact.

Continuous Governance Flow

Input

New Event or Parameter Update

A cash flow, NAV observation, idiosyncratic adjustment, proxy change, or market sensitivity update enters the framework.

Check

Record and Review

Confirm event fields, source evidence, calculation support, and documentation completeness before the item becomes part of the governed state.

Decision

Covered by Standing Policy?

Standard idiosyncratic treatments and routine operating cases can continue under policy. Anything outside the approved policy set moves to formal approval.

Materiality

Breaches NAV per Share Trigger?

Escalate if the fair value impact is large enough to move the reported per-share NAV beyond the governance threshold.

↙ ↘

If No

Document and Apply

Keep the evidence, reviewer record, and final calculation in the controlled log, then apply prospectively.

If Yes

Escalate for Approval

Route the item for approval, record the rationale, and preserve the approval chain together with the calculation support.

Example Trigger Design

One practical trigger is based on the reported impact to NAV per share rather than on gross dollar change alone.

Total Fund NAV = 10,000,000

Total Shares = 1,000,000

NAV per Share = 10.00

Governance Trigger = 0.005 per share

Under this design, governance escalation is tied to whether a true-up or other fair value adjustment moves reported NAV per share by more than 0.005. The purpose is to link the trigger directly to investor-facing reporting materiality.

Calculation Convention

The framework can be implemented on a discrete event basis or on a continuous daily, weekly, monthly, or quarterly basis. Official NAV states are rounded to two decimal places at each governed calculation date.

Small numerical drift may arise between external observations because market roll-forward, timing segmentation, and rounding are all applied on a discrete basis. That drift is expected to remain small under the stated convention.

Each new true-up re-anchors the state to the latest external observation and therefore naturally resets most accumulated numerical drift.

Part 5

Late-Known Idiosyncratic Adjustment

Some idiosyncratic events are economically important before they become measurable. In those cases, the event is effective on the news date, but the adjustment becomes known only when a governed estimate is approved later.

Operating Logic

Scenario

Screened News Event

A material news event is screened on the asset on T0. The event is economically relevant immediately, but there is no measurable amount on the same day.

Known Date

Committee Estimate at T+5

Five days later, the valuation committee approves an estimated idiosyncratic adjustment. That committee date becomes the Known Date.

Effective Date

Back to the News Date

The Effective Date remains the original news date because that is when the economics changed, even though the amount was not yet known.

Adjustment Logic

Correct the Whole Gap

Once known, the idiosyncratic adjustment should correct not only the base NAV level but also the market-linked evolution over the gap between Effective Date and Known Date.

Illustrative Flow

Day T0

Material News Becomes Public

The event is screened and tagged as potentially material for the asset, but there is not yet a measurable valuation amount.

Day T0 to T+5

Continue Market Roll-Forward

The asset continues to roll forward under the standard market rule while the event remains identified but unmeasured.

Day T+5

Committee Approves Estimate

The valuation committee approves a governed estimate. This date becomes the Known Date for the idiosyncratic adjustment.

Application

Apply Propagated Idiosyncratic Adjustment

Apply the approved adjustment as an idiosyncratic term with Effective Date = T0 and Known Date = T+5, so the correction captures the full impact through the five-day market path.

Formula Template

The same time-consistent structure applies here. The late-known idiosyncratic adjustment is recognized on the committee date but carried from the original effective date through the intervening market path.

NAVT+5 = NAVT0 + Market Adjustment + Idiosyncratic Adjustment

= NAVT0 + NAVT0 × (exp(ln(BenchmarkT+5 / BenchmarkT0) × Market Sensitivity) - 1) + IDIOT0,T+5

In practice, IDIOT0,T+5 should be designed so that the final state on T+5 reflects both the economic event itself and the portion of market-linked evolution that needs to be corrected over the gap period.

Part 6

Interactive Workbench

Paste a single-asset event table, generate the required benchmark dates, then enter benchmark levels and calculate the path directly in the browser.

1. Event Table Input

Enter one single-asset event stream below. Use the controls to add or remove rows. The calculator will sort the rows by Known Date.

Data Type Effective Date Timing Known Date Value Row

2. Benchmark Inputs

Fill the listed dates with benchmark levels. The calculator uses a log-return market link with one market sensitivity input.

Date Index Value
Generate benchmark dates from the event table first.

Calculated NAVs

Date Previous NAV True-Up Adjustment Cash Flow Adjustment Market Adjustment Idiosyncratic Adjustment Calculated NAV
Enter the benchmark levels and calculate the path.

Resources

References and Profile