← Back to worksG.I. Coated Water Tanker capacity 5000 Litre with firefighti
Water
Madhya Pradesh / GUNA — GUNA(District Collector Guna_IDA) · Krishnapal Singh Yadav (GUNA)
G.I. Coated Water Tanker capacity 5000 Litre with firefighting pump with 900*20 tyre (Along with tera fill water filter capacity 30 litre x 11 nos for each tanker) Drinking water plant.
Overall risk score
62/100
Blended from the five components below, each weighted as shown.
MEDIUMCost deviation
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Fewer than 8 comparable works in this district and sector
AI powered · gemini-flash-liteWhy was this flagged?
- Completed work has no photographic documentation on recordStated compliance rule
- 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)
- 76% of this agency's ₹38,975,340 spend went to one vendor (MP STATE AGRO INDUSTRIES DEVLOPMENT CORP LTD), across 15 vendors and 78 transactionsStatistics · Herfindahl-Hirschman index
Decision trail
Nobody has recorded a decision on this work yet.
Reads as a near-duplicate of work #156823 (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)