Field note / Financial analysis

Citations cannot verify a calculation.

Citations cannot verify a calculation.

Citations cannot verify a calculation.

Correct operands do not establish the correct formula.

What breaks

Grounded operands → wrong denominator → cited but incorrect percentage.

Grounded operands → wrong denominator → cited but incorrect percentage.

Grounded operands → wrong denominator → cited but incorrect percentage.

Retain both source values, the operator, denominator, sign, units and rounding policy. With Q2 = 100 and Q3 = 120, growth against Q2 is 20%; dividing by Q3 yields a different measure.

Challenge the fix

The counterexample matters as much as the failure.

The counterexample matters as much as the failure.

The counterexample matters as much as the failure.

A zero or missing baseline cannot be silently converted to ordinary percentage growth.

Worked example · fictional records

Calculation C-3 · revenue 120 · cost 90

Evidence to inspect

Both values are sourced. The answer reports a 25% markup using the margin formula.

What would establish the fix

Margin is (120 − 90) / 120 = 25%; markup is (120 − 90) / 90 ≈ 33.3%. Bind the requested metric.

Counterexample

Correct citations cannot compensate for the wrong denominator.

This example explains the check. It does not report a customer result or a completed production run.

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How the lesson shapes Tensile

Keep the lesson in the workflow.

Keep the lesson in the workflow.

Keep the lesson in the workflow.

Use reproducible arithmetic checks alongside source and semantic checks. Review an expected answer independently of the candidate.

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Anonymized engineering lesson. Example records are reconstructed for this preview; this is not a published customer case study or a measured result.

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