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Construction of G+1 Community Hall (1st floor) at Ambedkar C

Community Buildings

Andhra Pradesh / VISAKHAPATNAM — Visakhapatnam(DISTRICT COLLECTOR VISAKHAPATNAM_IDA) · M V V Satyanarayana (VISAKHAPATNAM)

Construction of G+1 Community Hall (1st floor) at Ambedkar Colony in 16th WARD GVMC Visakhapatnam

Overall risk score
31/100
Blended from the five components below, each weighted as shown.
LOW

Risk components

Cost53
Delay0
Duplication71
Agency26
Compliance0
Sanctioned
₹18.54 L
Delay
0d
Cost deviation
-19%
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)
  • 98% 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 #32262 (sentence-embedding similarity 0.98, 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)