Completion geo-tag falls outside the recommended ward boundary

Spatial join + haversine outliers evaluated this work against 677 comparable sanctions in West Bengal for the same category and financial year. The completion photograph's coordinates fall outside the recommended ward or block boundary by more than the GPS error margin. The residual for this record falls outside the learned tolerance, and the contribution breakdown below isolates which measured features carried the score.

1. 01Geo-tag distance from ward+13.7
2. 02GPS accuracy at capture+10.5
3. 03Photo EXIF consistency+7.1
4. 04Ward boundary confidence+5.5
5. 05Repeat coordinates across works+2.2

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

1. 18 Dec 2025Work sanctioned by the District Authority₹10.34 L · Jalpaiguri Public Works Department
2. 18 Dec 2025First instalment released to the implementing agency₹4.84 L
3. 18 Jan 2026D-11 fired during the nightly scoring runSpatial join + haversine outliers · confidence 0.89
4. 18 Jan 2026Alert routed to Internal audit unitResponse window 30 days
5. 18 Jan 2026Closed by the reviewing deskDisposal recorded as a training label