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

Places like cell 4730001608

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 2 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.144
lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001244
distance 0.144
#2 · Chandrapurcell 4730002103
distance 0.154
#3 · Chandrapurcell 4730001236
distance 0.156
#4 · Chandrapurcell 4730001510
distance 0.159
#5 · Chandrapurcell 4730001148
distance 0.163
#6 · Chandrapurcell 4730002109
distance 0.17
#7 · Chandrapurcell 4730002302
distance 0.171
#8 · Chandrapurcell 4730001696
distance 0.172
#9 · Chandrapurcell 4730001515
distance 0.174
#10 · Chandrapurcell 4730001609
distance 0.174
#11 · Chandrapurcell 4730002425
distance 0.176
#12 · Chandrapurcell 4730001425
distance 0.178
#13 · Chandrapurcell 4730001058
distance 0.178
#14 · Chandrapurcell 4730001138
distance 0.179
#15 · Chandrapurcell 4730001695
distance 0.18
#16 · Nandedcell 4850000610
distance 0.181 · cross-district
#17 · Chandrapurcell 4730001860
distance 0.181
#18 · Nandedcell 4850000841
distance 0.181 · cross-district
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":4730001608}}}'
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.