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Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009253

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
0.112
lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008916
distance 0.112
#2 · Chandrapurcell 4730007575
distance 0.128
#3 · Chandrapurcell 4730008374
distance 0.138
#4 · Chandrapurcell 4730009251
distance 0.144
#5 · Chandrapurcell 4730009049
distance 0.145
#6 · Chandrapurcell 4730008609
distance 0.158
#7 · Chandrapurcell 4730008760
distance 0.169
#8 · Chandrapurcell 4730009374
distance 0.171
#9 · Chandrapurcell 4730007347
distance 0.175
#10 · Chandrapurcell 4730009316
distance 0.181
#11 · Bhandaracell 4710000208
distance 0.181 · cross-district
#12 · Chandrapurcell 4730009050
distance 0.182
#13 · Chandrapurcell 4730009121
distance 0.184
#14 · Chandrapurcell 4730008576
distance 0.185
#15 · Chandrapurcell 4730008978
distance 0.186
#16 · Chandrapurcell 4730007571
distance 0.186
#17 · Bhandaracell 4710000125
distance 0.187 · cross-district
#18 · Bhandaracell 4710000396
distance 0.187 · 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":4730009253}}}'
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.