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Construction of Library with Solar, Furniture and Constructi

Education

Gujarat / BOTAD — BOTAD(District collector Botad_IDA) · Govindbhai Laljibhai Dholakia (Sitting Rajya Sabha)

Construction of Library with Solar, Furniture and Construction According the Design in Samadhiyala No 2 Village.

Overall risk score
38/100
Blended from the five components below, each weighted as shown.
LOW

Risk components

Cost61
Delay0
Duplication100
Agency16
Compliance0
Sanctioned
₹35.00 L
Delay
0d
Cost deviation
—
Fewer than 8 comparable works in this district and sector
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)
  • 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 #43109 (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)