National · all states and union territories
Synthetic demo data
Overview
← Alert queue/ALT-26-0044
HighUnder reviewD-02 · FinancialOwner: Ministry review desk

Unit rate for passenger amenities sits in the district's top percentile

Bus passenger shelter · Gorakhpur, Uttar Pradesh · sanctioned 14 Feb 2024 · detected 15 Jan 2026 (70 days ago)

Why this was flagged

score 72 / 100

Robust z-score on peer cohort evaluated this work against 438 comparable sanctions in Uttar Pradesh 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
72
Model confidence
0.89
Peer cohort
792 works
Tier
High ≥ 66
Feature contribution to the score
  1. 01Unit rate vs district SoR+33.1
  2. 02Peer-cohort robust z-score+16.8
  3. 03Quantity declared per lakh+9.3
  4. 04Material index adjustment+7.3
  5. 05Quarter-on-quarter rate drift+5.6

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 7.52 L
Peer cohort size91 works
SanctionedRs 10.59 L
ReleasedRs 10.80 L
ExpenditureRs 13.29 L
Physical progress21%

Record trail

  1. 14 Feb 2024Work sanctioned by the District Authority₹10.59 L · Gorakhpur Rural Engineering Service
  2. 14 Feb 2024First instalment released to the implementing agency₹5.40 L
  3. 15 Jan 2026D-02 fired during the nightly scoring runRobust z-score on peer cohort · confidence 0.89
  4. 15 Jan 2026Alert routed to Ministry review deskResponse window 15 days

The work

MPLADS/UP/2448
Asset
Bus passenger shelter
Category
Passenger amenities
Recommended by
B. Jadeja · Lok Sabha
Constituency
Gorakhpur 1
Implementing agency
Gorakhpur Rural Engineering Service
Contractor
Chambal Associates
Status
In progress
Beneficiaries
5,827
Money
Sanctioned10.59 L
Released10.80 L
Expenditure13.29 L
Unspent with agency0.00 L
Physical progress21%

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

1

Comparable detections

D-02