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Providing Black topping road from Kms 0-780 to 0-1040 at Per

Roads & Paving

Tamil Nadu / TENKASI — TENKASI(DISTRICT COLLECTOR TENKASI_IDA) · Rani Srikumar (TENKASI)

Providing Black topping road from Kms 0-780 to 0-1040 at Periya panayankulam pond shores in Nainaragaram Village in Kadayanallur Panchayat Union

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

Risk components

Cost66
Delay0
Duplication92
Agency20
Compliance0
Sanctioned
₹24.86 L
Delay
0d
Cost deviation
24%
Work status
Completed

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 #227606 (sentence-embedding similarity 0.99, 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)