AI Duplicate & Mismatch Detection

Fuzzy matching + geospatial overlap + identity signals · Human-in-the-loop review

BP
Open clusters
4,812
Records in review
14,288
Resolved (30d)
2,104
Revenue impact (sample)
₹6.6 L
Across shown clusters

Cluster Queue

Sorted by revenue impact

  • DC-2041
    94% conf.
    Ward 12 — Paltan Bazaar
    3 records1,84,600
  • DC-2078
    88% conf.
    Ward 07 — Fancy Bazaar
    2 records96,400
  • DC-2102
    82% conf.
    Ward 22 — Beltola
    4 records3,12,800
  • DC-2188
    76% conf.
    Ward 04 — Bharalumukh
    2 records64,200

Cluster DC-2041

Same address, near-identical owner name (fuzzy 0.93)

Records in cluster
3
AI confidence
94%
Revenue impact
₹1,84,600
PIDOwnerAddressAssessedDecision
GMC/12/02041Rakesh Sharma44, MG Road38,400 Keep (master)
GMC/12/04188Rakesh Sarma44 MG Road41,200Merge → master
GMC/12/06022R. Sharma44/A MG Road39,900Merge → master
Audit trail: AI suggested cluster on 2026-05-19 · Reviewed by Insp. Borah · Pending approval by Revenue Officer · No tax demand changes will be applied automatically.