← Back to worksLaying of 250mm dia swG Sewer line from H.no.1-4-873 to 1-4-
Drainage & Sanitation
Telangana / HYDERABAD — HYDERABAD(DISTRICT COLLECTOR HYDERABAD_IDA) · Anil Kumar Yadav Mandadi (Sitting Rajya Sabha)
Laying of 250mm dia swG Sewer line from H.no.1-4-873 to 1-4-825/1 to 1-3-324 and 1-4-308/a to 1-4-311 Samdhani gally under Boatsclub Section Sub Dn-I O & M Division –V Musherabad Assembly Bholakpur Division
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)
- 299 days beyond expected completionPublished dates
- 100% similarity with another nearby workAI · Sentence-BERT embeddings (all-MiniLM-L6-v2)
- 61% of this agency's ₹55,429,086 spend went to one vendor (SANTRIX CONSTRUCTIONS), across 8 vendors and 45 transactionsStatistics · Herfindahl-Hirschman index
Decision trail
Nobody has recorded a decision on this work yet.
Reads as a near-duplicate of work #13489 (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)