National · all states and union territories
Synthetic demo data
Overview
← Alert queue/ALT-26-0096
CriticalUnder reviewD-02 · FinancialOwner: State Nodal Authority

Unit rate for solar street lighting sits in the district's top percentile

Hybrid mast at chowk · Rajkot, Gujarat · sanctioned 20 Dec 2025 · detected 25 Jan 2026 (80 days ago)

Why this was flagged

score 89 / 100

Robust z-score on peer cohort evaluated this work against 407 comparable sanctions in Gujarat 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
89
Model confidence
0.79
Peer cohort
541 works
Tier
Critical ≥ 82
Feature contribution to the score
  1. 01Unit rate vs district SoR+31.7
  2. 02Quantity declared per lakh+22.3
  3. 03Peer-cohort robust z-score+21.4
  4. 04Material index adjustment+7.2
  5. 05Quarter-on-quarter rate drift+6.4

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 91.36 L
Peer cohort size162 works
SanctionedRs 128.67 L
ReleasedRs 131.24 L
ExpenditureRs 209.00 L
Physical progress58%

Record trail

  1. 20 Dec 2025Work sanctioned by the District Authority₹1.29 Cr · Rajkot Zilla Parishad Works Division
  2. 20 Dec 2025First instalment released to the implementing agency₹65.62 L
  3. 25 Jan 2026D-02 fired during the nightly scoring runRobust z-score on peer cohort · confidence 0.79
  4. 25 Jan 2026Alert routed to State Nodal AuthorityResponse window 7 days

The work

MPLADS/GJ/2507
Asset
Hybrid mast at chowk
Category
Solar street lighting
Recommended by
R. Deshmukh · Lok Sabha
Constituency
Rajkot 3
Implementing agency
Rajkot Zilla Parishad Works Division
Contractor
Gomti Builders
Status
Sanctioned
Beneficiaries
9,104
Money
Sanctioned1.29 Cr
Released1.31 Cr
Expenditure2.09 Cr
Unspent with agency0.00 L
Physical progress58%

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