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FOR STREET AND DRAINS

Drainage & Sanitation

Punjab / LUDHIANA — LUDHIANA(DEPUTY COMMISSIONER LUDHIANA_IDA) · Amar Singh (FATEHGARH SAHIB)

Overall risk score
59/100
Blended from the five components below, each weighted as shown.
MEDIUM

Risk components

Cost67
Delay79
Duplication100
Agency16
Compliance0
Sanctioned
₹5.00 L
Delay
143d
Cost deviation
67%
Work status
Recommended

AI powered · gemini-flash-liteWhy was this flagged?

  • ₹500,000 against a ₹300,000 median for Drainage & Sanitation works in LUDHIANA (67% above, 75 peer works)Peer comparison · sector labelled by Gemini Flash Lite
  • 143 days beyond expected completionPublished dates
  • 100% 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 #60418 (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)