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PROTOTYPE — MOCK DATAFigures are generated fixtures derived from the registry. Not ACF actuals.
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Vu Tuan Minh (CEO)
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Scope
ACF and below
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← Data integrity
INTEGRITY · EVERY CHECK, INCLUDING THE ONES THAT FOUND NOTHING

KRI 376/2024 — assessment errors

AP-11·Appraisal / UnderwritingMANUALOn targetlatest 0.0%
1
FINDINGS
2
RAN, FOUND NOTHING
3
NOT ENOUGH DATA

The checks that found nothing are listed too, with what they looked at. A page that only showed failures would let a reader believe the others passed when several of them could not run at all.

S2Frozen seriesFINDING · HIGH
24 reported points, daily_t1

This series has never changed. A feed that reports the same number forever is indistinguishable from a feed that is not reporting at all, and it does not raise a freshness alert because a value does arrive.

THE ARITHMETIC
  • 24 consecutive identical values of 0
  • That is EVERY reported point — the series has never moved
  • Certification tier: manual
What would clear it
The data owner confirms the value is measured rather than defaulted, or the source is fixed.
Whose it is
IT System Planning
S4Round-number tellNOT ENOUGH DATA
24 reported points, daily_t1

Only 1 distinct values — with no variation there is nothing for a round-number test to be suspicious of.

S5Target-huggingNOT ENOUGH DATA
24 reported points, daily_t1

No usable target — there is nothing to hug.

S6First-digit (Benford) deviationNOT ENOUGH DATA
24 reported points, daily_t1

24 observations. A first-digit test needs of the order of 300+ spanning several orders of magnitude before a deviation means anything. Running it here would produce a number that looks rigorous and is not.

S1Step changeRAN, FOUND NOTHING
24 reported points, daily_t1

Ran, and found nothing.

THE ARITHMETIC
  • Largest move 0.00, MAD 0.000, level 1.0
S3Out-of-bounds valueRAN, FOUND NOTHING
24 reported points, daily_t1

Ran, and found nothing.

THE ARITHMETIC
  • All 24 points within 0–100%