Expenditure exceeds sanctioned estimate by 33%
Open gymnasium · Kalahandi, Odisha · sanctioned 08 Nov 2025 · detected 23 Mar 2026 (22 days ago)
Why this was flagged
Gradient-boosted residuals evaluated this work against 937 comparable sanctions in Odisha for the same category and financial year. Final expenditure diverges from the approved estimate beyond the tolerance learned for that work category, district and year. The residual for this record falls outside the learned tolerance, and the contribution breakdown below isolates which measured features carried the score.
- 01Revised estimate count+22.0
- 02Category cost residual (district)+20.7
- 03Time between revisions+19.8
- 04Expenditure / sanction ratio+19.6
- 05Agency historical overrun rate+7.0
Contributions are additive against the cohort baseline; they sum to the composite score and are recomputed whenever the underlying record changes.
Evidence
| Category median (district) | Rs 73.84 L |
| Revisions on record | 4 |
| Sanctioned | Rs 90.05 L |
| Released | Rs 91.85 L |
| Expenditure | Rs 119.83 L |
| Physical progress | 11% |
Record trail
- 08 Nov 2025Work sanctioned by the District Authority₹90.05 L · Kalahandi District Rural Development Agency
- 08 Nov 2025First instalment released to the implementing agency₹45.92 L
- 23 Mar 2026D-01 fired during the nightly scoring runGradient-boosted residuals · confidence 0.96
- 23 Mar 2026Alert routed to District Collector cellResponse window 7 days
- 23 Mar 2026Escalated to the State Nodal AuthorityAwaiting agency reply
The work
Detector
Cost overrun against sanctioned estimate
Final expenditure diverges from the approved estimate beyond the tolerance learned for that work category, district and year.