← Back to worksAccording to list attached
Other
Uttar Pradesh / MAHRAJGANJ — Mahrajganj(DISTRICT MAGISTRAE MAHARAJGANJ_IDA) · Laxmi Kant Bajpai (Sitting Rajya Sabha)
Overall risk score
41/100
Blended from the five components below, each weighted as shown.
MEDIUMCost deviation
—
Fewer than 8 comparable works in this district and sector
AI powered · gemini-flash-liteWhy was this flagged?
- Unusual combination of sanctioned amount, delay and spending pattern — flagged by an isolation forest fitted over every work, not by any single figure being out of rangeAI · Isolation Forest (scikit-learn)
- 100% similarity with another nearby workAI · Sentence-BERT embeddings (all-MiniLM-L6-v2)
- 55% of this agency's ₹106,772,662 spend went to one vendor (MS RAMESH CHANDRA PATEL), across 49 vendors and 169 transactionsStatistics · Herfindahl-Hirschman index
Decision trail
Nobody has recorded a decision on this work yet.
Reads as a near-duplicate of work #48626 (sentence-embedding similarity 1.00, measured by all-MiniLM-L6-v2 on meaning rather than shared words; two works can legitimately share a description, so this is a prompt to check, not a finding)