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Construction of PCC Road Ramdas khet to Naga Kamat house Loc

Roads & Paving

Bihar / SAHARSA — SAHARSA(DISTRICT PLANNING OFFICER SAHARSA_IDA) · Manoj Kumar Jha (Sitting Rajya Sabha)

Construction of PCC Road Ramdas khet to Naga Kamat house Located in Kasimpur Panchayat Ward No 16 under Nowhatta block

Overall risk score
34/100
Blended from the five components below, each weighted as shown.
LOW

Risk components

Cost42
Delay0
Duplication100
Agency26
Compliance0
Sanctioned
₹14.94 L
Delay
0d
Cost deviation
25%
Work status
Completed

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)
  • 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 #242315 (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)