← Back to worksConstruction of Side Protection wall for foot path in the No
Boundary & Protection
Kerala / KANNUR — KANNUR(DISTRICT COLLECTOR KANNUR_IDA) · Sandosh Kumar P (Sitting Rajya Sabha)
Construction of Side Protection wall for foot path in the Nort East side of the Ghandi Gramam SC Colony in Ward 5, Kottiyoor Grama Panchayat
Overall risk score
65/100
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)
- 353 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 #53199 (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)