Cluster of sanctions to one agency sits just under the delegation limit

Threshold-proximity density scan evaluated this work against 595 comparable sanctions in Karnataka for the same category and financial year. A cluster of sanctions to one agency lands just under a delegation limit within a short window - the classic threshold-avoidance signature. The residual for this record falls outside the learned tolerance, and the contribution breakdown below isolates which measured features carried the score.

1. 01Distance below delegation limit+25.2
2. 02Sanctions to agency in 30 days+24.1
3. 03Common vendor across the cluster+12.8
4. 04Identical scope wording+11.4
5. 05Aggregate value of the cluster+4.5

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

1. 22 Dec 2025Work sanctioned by the District Authority₹32.40 L · Belagavi Rural Engineering Service
2. 22 Dec 2025First instalment released to the implementing agency₹7.03 L
3. 12 Dec 2025D-04 fired during the nightly scoring runThreshold-proximity density scan · confidence 0.76
4. 12 Dec 2025Alert routed to State Nodal AuthorityResponse window 15 days