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Construction of buildings for community cultural activities

Community Buildings

Maharashtra / SANGLI — SANGLI(DISTRICT COLLECTOR SANGLI_IDA) · Vishaldada Prakashbapu Patil (SANGLI)

Construction of buildings for community cultural activities on Grampanchayat Property No.208

Overall risk score
57/100
Blended from the five components below, each weighted as shown.
MEDIUM

Risk components

Cost44
Delay100
Duplication91
Agency18
Compliance0
Sanctioned
₹12.50 L
Delay
191d
Cost deviation
25%
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)
  • 191 days beyond expected completionPublished dates
  • 99% 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 #221125 (sentence-embedding similarity 0.99, 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)