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

Threshold-proximity density scan evaluated this work against 924 comparable sanctions in Tamil Nadu 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+25.4
2. 02Common vendor across the cluster+21.2
3. 03Sanctions to agency in 30 days+11.8
4. 04Identical scope wording+7.9
5. 05Aggregate value of the cluster+3.7

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

1. 15 Jun 2025Work sanctioned by the District Authority₹62.99 L · Salem Panchayat Samiti
2. 15 Jun 2025First instalment released to the implementing agency₹23.81 L
3. 19 Mar 2026D-04 fired during the nightly scoring runThreshold-proximity density scan · confidence 0.94
4. 19 Mar 2026Alert routed to State Nodal AuthorityResponse window 15 days