← Back to worksConstruction of Anganvadi Building and
side protection wall
Boundary & Protection
Kerala / PATHANAMTHITTA — PATHANAMTHITTA(DISTRICT COLLECTOR PATHANAMTHITTA_IDA) · P. T. Usha (Nominated Rajya Sabha)
Construction of Anganvadi Building and
side protection wall in Kallooppara Grama
Panchayat, ward 9 (Anganvadi
No.23)
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 #53208 (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)