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18 ( 18 x 2000)

Other

Tamil Nadu / TIRUPPUR — TIRUPPUR(DISTRICT COLLECTOR TIRUPPUR_IDA) · Subbarayan K (TIRUPPUR)

Overall risk score
58/100
Blended from the five components below, each weighted as shown.
MEDIUM

Risk components

Cost43
Delay100
Duplication100
Agency14
Compliance0
Sanctioned
₹36,000
Delay
548d
Cost deviation
-94%
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)
  • 548 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 #16652 (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)