National · all states and union territories
Synthetic demo data
Overview
← Alert queue/ALT-26-0034
CriticalUnder reviewD-02 · FinancialOwner: State Nodal Authority

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

Playground levelling & fence · Alwar, Rajasthan · sanctioned 21 Apr 2024 · detected 11 Jan 2026 (66 days ago)

Why this was flagged

score 86 / 100

Robust z-score on peer cohort evaluated this work against 220 comparable sanctions in Rajasthan 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
86
Model confidence
0.78
Peer cohort
742 works
Tier
Critical ≥ 82
Feature contribution to the score
  1. 01Unit rate vs district SoR+29.9
  2. 02Peer-cohort robust z-score+23.2
  3. 03Quantity declared per lakh+16.2
  4. 04Material index adjustment+12.9
  5. 05Quarter-on-quarter rate drift+3.8

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 20.69 L
Peer cohort size119 works
SanctionedRs 29.14 L
ReleasedRs 11.31 L
ExpenditureRs 7.18 L
Physical progress100%

Record trail

  1. 21 Apr 2024Work sanctioned by the District Authority₹29.14 L · Alwar District Rural Development Agency
  2. 21 Apr 2024First instalment released to the implementing agency₹5.66 L
  3. 11 Jan 2026D-02 fired during the nightly scoring runRobust z-score on peer cohort · confidence 0.78
  4. 11 Jan 2026Alert routed to State Nodal AuthorityResponse window 7 days

The work

MPLADS/RJ/2438
Asset
Playground levelling & fence
Category
Sports infrastructure
Recommended by
K. Nair · Lok Sabha
Constituency
Alwar 2
Implementing agency
Alwar District Rural Development Agency
Contractor
Shreeji Infra Works
Status
Completed
Beneficiaries
12,706
Money
Sanctioned29.14 L
Released11.31 L
Expenditure7.18 L
Unspent with agency4.13 L
Physical progress100%

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

2

Comparable detections

D-02