National · all states and union territories
Synthetic demo data
Overview
← Alert queue/ALT-26-0008
CriticalUnder reviewD-02 · FinancialOwner: State Nodal Authority

Unit rate for sports infrastructure sits in the district's top percentile

Playground levelling & fence · Mysuru, Karnataka · sanctioned 22 Feb 2024 · detected 22 Mar 2026 (21 days ago)

Why this was flagged

score 93 / 100

Robust z-score on peer cohort evaluated this work against 602 comparable sanctions in Karnataka for the same category and financial year. Per-unit cost of an asset sits in the upper tail of comparable works in the same district and quarter after size normalisation. The residual for this record falls outside the learned tolerance, and the contribution breakdown below isolates which measured features carried the score.

Composite score
93
Model confidence
0.81
Peer cohort
864 works
Tier
Critical ≥ 82
Feature contribution to the score
  1. 01Unit rate vs district SoR+31.0
  2. 02Quantity declared per lakh+21.9
  3. 03Peer-cohort robust z-score+17.7
  4. 04Material index adjustment+15.8
  5. 05Quarter-on-quarter rate drift+6.6

Contributions are additive against the cohort baseline; they sum to the composite score and are recomputed whenever the underlying record changes.

Evidence

drawn from the source records
District SoR benchmarkRs 77.30 L
Peer cohort size162 works
SanctionedRs 108.88 L
ReleasedRs 72.86 L
ExpenditureRs 69.77 L
Physical progress0%

Record trail

  1. 22 Feb 2024Work sanctioned by the District Authority₹1.09 Cr · Mysuru Rural Engineering Service
  2. 22 Feb 2024First instalment released to the implementing agency₹36.43 L
  3. 22 Mar 2026D-02 fired during the nightly scoring runRobust z-score on peer cohort · confidence 0.81
  4. 22 Mar 2026Alert routed to State Nodal AuthorityResponse window 7 days

The work

MPLADS/KA/2406
Asset
Playground levelling & fence
Category
Sports infrastructure
Recommended by
N. Patil · Lok Sabha
Constituency
Mysuru 3
Implementing agency
Mysuru Rural Engineering Service
Contractor
Konark Buildcon
Status
Stalled
Beneficiaries
19,655
Money
Sanctioned1.09 Cr
Released72.86 L
Expenditure69.77 L
Unspent with agency3.09 L
Physical progress0%

Detector

D-02

Unit rate above district schedule of rates

Per-unit cost of an asset sits in the upper tail of comparable works in the same district and quarter after size normalisation.

Robust z-score on peer cohortFinancial

Other flags on this work

3

Comparable detections

D-02