Skip to content
GridRock
Connect over MCP
Cube coverageMH-362,64,583 clusters × 492Pan-India653 districts × 39reference →
Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660007849

The MH-36 locality cells most similar to this Ahmednagar cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found
18
across 1 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.103
lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660007999
distance 0.103
#2 · Ahmednagarcell 4660006956
distance 0.109
#3 · Ahmednagarcell 4660007390
distance 0.115
#4 · Ahmednagarcell 4660006552
distance 0.118
#5 · Ahmednagarcell 4660008148
distance 0.118
#6 · Ahmednagarcell 4660007547
distance 0.134
#7 · Ahmednagarcell 4660007096
distance 0.138
#8 · Ahmednagarcell 4660007103
distance 0.138
#9 · Ahmednagarcell 4660008142
distance 0.142
#10 · Ahmednagarcell 4660005869
distance 0.143
#11 · Ahmednagarcell 4660005634
distance 0.143
#12 · Ahmednagarcell 4660005517
distance 0.145
#13 · Ahmednagarcell 4660008417
distance 0.145
#14 · Ahmednagarcell 4660007233
distance 0.146
#15 · Ahmednagarcell 4660007981
distance 0.147
#16 · Ahmednagarcell 4660007700
distance 0.147
#17 · Ahmednagarcell 4660006962
distance 0.151
#18 · Ahmednagarcell 4660005635
distance 0.152
witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":466,"cluster_id":4660007849}}}'
Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.