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

Threshold-proximity density scan evaluated this work against 681 comparable sanctions in Odisha 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+33.9
2. 02Sanctions to agency in 30 days+27.9
3. 03Common vendor across the cluster+13.4
4. 04Identical scope wording+12.6
5. 05Aggregate value of the cluster+6.1

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

1. 08 Nov 2025Work sanctioned by the District Authority₹90.05 L · Kalahandi District Rural Development Agency
2. 08 Nov 2025First instalment released to the implementing agency₹45.92 L
3. 15 Feb 2026D-04 fired during the nightly scoring runThreshold-proximity density scan · confidence 0.90
4. 15 Feb 2026Alert routed to State Nodal AuthorityResponse window 7 days
5. 15 Feb 2026Escalated to the State Nodal AuthorityAwaiting agency reply