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LABORATORY SETUP

Education

Bihar / SIWAN — SIWAN(DISTRICT PLANNING OFFICER SIWAN_IDA) · Vijaylakshmi Devi (SIWAN)

Overall risk score
60/100
Blended from the five components below, each weighted as shown.
MEDIUM

Risk components

Cost100
Delay0
Duplication100
Agency100
Compliance0
Sanctioned
₹5.90 L
Delay
0d
Cost deviation
432%
Work status
Completed

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

  • ₹590,000 against a ₹111,000 median for Education works in SIWAN (432% above, 60 peer works)Peer comparison · sector labelled by Gemini Flash Lite
  • 100% similarity with another nearby workAI · Sentence-BERT embeddings (all-MiniLM-L6-v2)
  • 79% of this agency's ₹143,231,791 spend went to one vendor (Alam Brothers), across 17 vendors and 154 transactionsStatistics · Herfindahl-Hirschman index

Decision trail

Nobody has recorded a decision on this work yet.

Reads as a near-duplicate of work #210023 (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)