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Upgradation and digitization of the library through Malwa He

Education

Chandigarh / BATHINDA — BATHINDA(DEPUTY COMMISSIONER BHATINDA_IDA) · Satnam Singh Sandhu (Nominated Rajya Sabha)

Upgradation and digitization of the library through Malwa Heritage and Cultural Foundation Regd Village Jaipalgarh backside of Multipurpose Sports Stadium Bathinda 151001 Punjab

Overall risk score
50/100
Blended from the five components below, each weighted as shown.
MEDIUM

Risk components

Cost100
Delay0
Duplication100
Agency33
Compliance0
Sanctioned
₹10.00 L
Delay
0d
Cost deviation
100%
Work status
Recommended

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

  • ₹999,970 against a ₹500,000 median for Education works in BATHINDA (100% above, 16 peer works)Peer comparison · sector labelled by Gemini Flash Lite
  • 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 #44167 (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)