National · all states and union territories
Synthetic demo data
Overview
← Alert queue/ALT-26-0012
ClearOpenD-07 · ProcurementOwner: Ministry review desk

One firm holds a dominant share of awards in Barmer 2

School boundary wall · Barmer, Rajasthan · sanctioned 25 Apr 2024 · detected 09 Jan 2026 (64 days ago)

Why this was flagged

score 38 / 100

Bipartite graph centrality + HHI evaluated this work against 401 comparable sanctions in Rajasthan for the same category and financial year. One firm captures a disproportionate share of awards under a single MP or agency, adjusting for the size of the local contractor pool. The residual for this record falls outside the learned tolerance, and the contribution breakdown below isolates which measured features carried the score.

Composite score
38
Model confidence
0.74
Peer cohort
893 works
Tier
Clear ≥ 45
Feature contribution to the score
  1. 01Vendor share of constituency awards+13.8
  2. 02Repeat pairing with agency+10.6
  3. 03Herfindahl index of the pool+7.1
  4. 04Bid participation breadth+4.6
  5. 05Award-to-registration interval+1.9

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
Vendor share of awards58%
Herfindahl index0.43
SanctionedRs 28.64 L
ReleasedRs 10.10 L
ExpenditureRs 7.95 L
Physical progress66%

Record trail

  1. 25 Apr 2024Work sanctioned by the District Authority₹28.64 L · Barmer Jal Nigam Division
  2. 25 Apr 2024First instalment released to the implementing agency₹5.05 L
  3. 09 Jan 2026D-07 fired during the nightly scoring runBipartite graph centrality + HHI · confidence 0.74
  4. 09 Jan 2026Alert routed to Ministry review deskResponse window 30 days

The work

MPLADS/RJ/2407
Asset
School boundary wall
Category
Education infrastructure
Recommended by
G. Iyer · Lok Sabha
Constituency
Barmer 2
Implementing agency
Barmer Jal Nigam Division
Contractor
Vindhya Construction Co.
Status
In progress
Beneficiaries
8,461
Money
Sanctioned28.64 L
Released10.10 L
Expenditure7.95 L
Unspent with agency2.15 L
Physical progress66%

Detector

D-07

Vendor concentration in a constituency

One firm captures a disproportionate share of awards under a single MP or agency, adjusting for the size of the local contractor pool.

Bipartite graph centrality + HHIProcurement

Comparable detections

D-07