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

Threshold-proximity density scan evaluated this work against 263 comparable sanctions in Uttar Pradesh 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. 01Common vendor across the cluster+17.5
2. 02Distance below delegation limit+16.6
3. 03Sanctions to agency in 30 days+12.9
4. 04Identical scope wording+10.2
5. 05Aggregate value of the cluster+4.8

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

1. 21 Dec 2024Work sanctioned by the District Authority₹77.44 L · Gorakhpur Rural Engineering Service
2. 21 Dec 2024First instalment released to the implementing agency₹33.88 L
3. 09 Feb 2026D-04 fired during the nightly scoring runThreshold-proximity density scan · confidence 0.86
4. 09 Feb 2026Alert routed to District Collector cellResponse window 30 days
5. 09 Feb 2026Closed by the reviewing deskDisposal recorded as a training label