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Isuwapur Prakhand ke 20 High School, College me Pustak ki aa

Education

Bihar / SARAN — SARAN(DISTRICT PLANNING OFFICE SARAN CHAPRA_IDA) · Janardan Singh Sigriwal (MAHARAJGANJ)

Isuwapur Prakhand ke 20 High School, College me Pustak ki aapurti

Overall risk score
24/100
Blended from the five components below, each weighted as shown.
LOW

Risk components

Cost55
Delay0
Duplication39
Agency19
Compliance0
Sanctioned
₹20.00 L
Delay
0d
Cost deviation
36%
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)

Decision trail

Nobody has recorded a decision on this work yet.

Reads as a near-duplicate of work #209440 (sentence-embedding similarity 0.96, 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)