← Back to worksConstruction of Boundary wall and laying of interlock tiles
Boundary & Protection
Punjab / MOGA — MOGA(Deputy Commissioner Moga) · Sarabjeet Singh Khalsa (FARIDKOT)
Construction of Boundary wall and laying of interlock tiles in cremation ground.
Overall risk score
56/100
Blended from the five components below, each weighted as shown.
MEDIUMCost deviation
—
Fewer than 8 comparable works in this district and sector
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)
- 268 days beyond expected completionPublished dates
- 99% 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 #223962 (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)