← Back to worksInstallation of highmast at Deval Ganagapur -2 village of Af
Street Lighting
Karnataka / KALABURAGI — KALABURAGI(DEPUTY COMMISSIONER GULBARGA_IDA) · Umesh G. Jadhav (GULBARGA)
Installation of highmast at Deval Ganagapur -2 village of Afzalpur Taluk
Overall risk score
66/100
Blended from the five components below, each weighted as shown.
MEDIUMAI 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)
- 762 days beyond expected completionPublished dates
- 100% similarity with another nearby workAI · Sentence-BERT embeddings (all-MiniLM-L6-v2)
- Implementing agency has a 58% delay rate across its projectsStated compliance rule
Decision trail
Nobody has recorded a decision on this work yet.
Reads as a near-duplicate of work #37374 (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)