FOR STREET AND DRAINS
Drainage & Sanitation
Punjab / LUDHIANA — LUDHIANA(DEPUTY COMMISSIONER LUDHIANA_IDA) · Amar Singh (FATEHGARH SAHIB)
Overall risk score
28/100
Blended from the five components below, each weighted as shown.
Risk components
Cost3
Delay0
Duplication100
Agency16
Compliance30
Sanctioned
₹2.00 L
Delay
0d
Cost deviation
-33%
Work status
Completed
AI powered · gemini-flash-liteWhy was this flagged?
- Completed work has no photographic documentation on recordStated compliance rule
- 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 #60418 (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)

