Unit rate for public library & it sits in the district's top percentile

Robust z-score on peer cohort evaluated this work against 617 comparable sanctions in Madhya Pradesh for the same category and financial year. Per-unit cost of an asset sits in the upper tail of comparable works in the same district and quarter after size normalisation. The residual for this record falls outside the learned tolerance, and the contribution breakdown below isolates which measured features carried the score.

1. 01Peer-cohort robust z-score+31.8
2. 02Unit rate vs district SoR+19.3
3. 03Material index adjustment+12.0
4. 04Quantity declared per lakh+10.0
5. 05Quarter-on-quarter rate drift+3.9

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

1. 26 Oct 2024Work sanctioned by the District Authority₹86.72 L · Sagar Public Works Department
2. 26 Oct 2024First instalment released to the implementing agency₹38.83 L
3. 06 Mar 2026D-02 fired during the nightly scoring runRobust z-score on peer cohort · confidence 0.92
4. 06 Mar 2026Alert routed to District Collector cellResponse window 15 days