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Purchase and installation of a high mast light at Gram Pakra

Street Lighting

Bihar / BHAGALPUR — BHAGALPUR(DISTRICT PLANNING OFFICER BHAGALPUR_IDA) · Ajay Kumar Mandal (BHAGALPUR)

Purchase and installation of a high mast light at Gram Pakra Near Shiv Mandir. Sl. No. 14

Overall risk score
28/100
Blended from the five components below, each weighted as shown.
LOW

Risk components

Cost23
Delay0
Duplication54
Agency77
Compliance0
Sanctioned
₹10.24 L
Delay
0d
Cost deviation
3%
Work status
Completed

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

  • 97% similarity with another nearby workAI · Sentence-BERT embeddings (all-MiniLM-L6-v2)
  • 67% of this agency's ₹143,206,489 spend went to one vendor (SHIV DURGA INDUSTRIES), across 8 vendors and 120 transactionsStatistics · Herfindahl-Hirschman index

Decision trail

Nobody has recorded a decision on this work yet.

Reads as a near-duplicate of work #211168 (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)