← Back to worksJila Chikitsalaya Mandla hetu ek nag Hemodialysis Machine wi
Equipment & Vehicles
Madhya Pradesh / MANDLA — MANDLA(DISTRICT COLLECTOR MANDLA_IDA) · Vivek K. Tankha (Sitting Rajya Sabha)
Jila Chikitsalaya Mandla hetu ek nag Hemodialysis Machine with RO Plant Sabhi Karon evam 3 varsh ki Warranty Sahit letter no. 3749 main diye gye Specification ke anusar, District Mandla
Overall risk score
65/100
Blended from the five components below, each weighted as shown.
MEDIUMCost deviation
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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)
- 374 days beyond expected completionPublished dates
- 100% similarity with another nearby workAI · Sentence-BERT embeddings (all-MiniLM-L6-v2)
- Implementing agency has a 52% 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 #14295 (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)