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Other
Uttar Pradesh / HARDOI — HARDOI(DISTRICT MAGISTRATE HARDOI_IDA) · Jai Prakash (HARDOI)
Overall risk score
58/100
Blended from the five components below, each weighted as shown.
Risk components
Cost62
Delay100
Duplication56
Agency42
Compliance0
Sanctioned
₹10.01 L
Delay
760d
Cost deviation
-60%
Work status
Recommended
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)
- 760 days beyond expected completionPublished dates
- 97% similarity with another nearby workAI · Sentence-BERT embeddings (all-MiniLM-L6-v2)
- Implementing agency has a 42% delay rate across its projectsStated compliance rule
Decision trail
Nobody has recorded a decision on this work yet.
Reads as a near-duplicate of work #37286 (sentence-embedding similarity 0.97, 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)