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installation of borewell handpump with submersible pump 10 v

Water

Manipur / KAMJONG — KAMJONG(Deputy Commissioner Kamjong MPLADS_ida) · Alfred Kanngam S Arthur (OUTER MANIPUR)

installation of borewell handpump with submersible pump 10 villages within Kamjong district

Overall risk score
32/100
Blended from the five components below, each weighted as shown.
LOW

Risk components

Cost84
Delay0
Duplication41
Agency17
Compliance0
Sanctioned
₹1.00 Cr
Delay
0d
Cost deviation
—
Fewer than 8 comparable works in this district and sector
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)
  • 96% similarity with another nearby workAI · Sentence-BERT embeddings (all-MiniLM-L6-v2)

Decision trail

Nobody has recorded a decision on this work yet.

Reads as a near-duplicate of work #79098 (sentence-embedding similarity 0.96, 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)