Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007239

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

across 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006796

distance 0.105

#2 · Chandrapurcell 4730007487

distance 0.113

#3 · Chandrapurcell 4730004677

distance 0.123

#4 · Chandrapurcell 4730005351

distance 0.129

#5 · Chandrapurcell 4730005346

distance 0.137

#6 · Chandrapurcell 4730005158

distance 0.138

#7 · Chandrapurcell 4730005755

distance 0.144

#8 · Bhandaracell 4710000600

distance 0.145 · cross-district

#9 · Bhandaracell 4710000475

distance 0.147 · cross-district

#10 · Chandrapurcell 4730007604

distance 0.152

#11 · Chandrapurcell 4730006348

distance 0.153

#12 · Gadchirolicell 4750010180

distance 0.153 · cross-district

#13 · Chandrapurcell 4730006575

distance 0.158

#14 · Chandrapurcell 4730005247

distance 0.161

#15 · Chandrapurcell 4730006218

distance 0.163

#16 · Chandrapurcell 4730004027

distance 0.165

#17 · Chandrapurcell 4730007486

distance 0.168

#18 · Chandrapurcell 4730008902

distance 0.168

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":4730007239}}}'

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.