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

Places like cell 4730009237

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
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
44
morphology-v2 feature dimensions
Closest twin distance
0.054
lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009176
distance 0.054
#2 · Chandrapurcell 4730009175
distance 0.058
#3 · Chandrapurcell 4730008741
distance 0.08
#4 · Chandrapurcell 4730008810
distance 0.122
#5 · Chandrapurcell 4730009094
distance 0.131
#6 · Chandrapurcell 4730008804
distance 0.133
#7 · Chandrapurcell 4730009222
distance 0.138
#8 · Chandrapurcell 4730009102
distance 0.138
#9 · Chandrapurcell 4730007466
distance 0.143
#10 · Chandrapurcell 4730008805
distance 0.149
#11 · Chandrapurcell 4730008593
distance 0.15
#12 · Chandrapurcell 4730007562
distance 0.153
#13 · Chandrapurcell 4730009164
distance 0.154
#14 · Chandrapurcell 4730009017
distance 0.155
#15 · Chandrapurcell 4730008590
distance 0.155
#16 · Chandrapurcell 4730008879
distance 0.157
#17 · Chandrapurcell 4730008880
distance 0.161
#18 · Chandrapurcell 4730009026
distance 0.166
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":4730009237}}}'
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.