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Cube coverageMH-362,64,583 clusters × 492Pan-India653 districts × 39reference →
Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007218

The MH-36 locality cells most similar to this Chandrapur 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
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.117
lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006754
distance 0.117
#2 · Chandrapurcell 4730006851
distance 0.128
#3 · Chandrapurcell 4730007223
distance 0.129
#4 · Chandrapurcell 4730006628
distance 0.132
#5 · Chandrapurcell 4730004854
distance 0.133
#6 · Chandrapurcell 4730006741
distance 0.135
#7 · Chandrapurcell 4730005424
distance 0.135
#8 · Chandrapurcell 4730005423
distance 0.136
#9 · Chandrapurcell 4730006866
distance 0.136
#10 · Chandrapurcell 4730004754
distance 0.137
#11 · Chandrapurcell 4730004658
distance 0.137
#12 · Chandrapurcell 4730005020
distance 0.137
#13 · Chandrapurcell 4730006534
distance 0.139
#14 · Chandrapurcell 4730004757
distance 0.141
#15 · Chandrapurcell 4730006312
distance 0.142
#16 · Chandrapurcell 4730004942
distance 0.143
#17 · Chandrapurcell 4730005850
distance 0.144
#18 · Chandrapurcell 4730006519
distance 0.144
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":473,"cluster_id":4730007218}}}'
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.