Near-identical sanction already exists in Mysuru

Sentence embeddings + geo clustering evaluated this work against 243 comparable sanctions in Karnataka for the same category and financial year. Two or more sanctions describe the same asset at the same location, across MPs, years or implementing agencies. 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 to twin work+34.1
2. 02Description embedding similarity+23.7
3. 03Asset-type collision in ward+18.7
4. 04Same agency, adjacent sanction dates+18.5
5. 05Beneficiary count overlap+3.9

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

1. 22 Feb 2024Work sanctioned by the District Authority₹1.09 Cr · Mysuru Rural Engineering Service
2. 22 Feb 2024First instalment released to the implementing agency₹36.43 L
3. 10 Dec 2025D-03 fired during the nightly scoring runSentence embeddings + geo clustering · confidence 0.77
4. 10 Dec 2025Alert routed to Ministry review deskResponse window 7 days
5. 10 Dec 2025Escalated to the State Nodal AuthorityAwaiting agency reply