Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009313

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008375

distance 0.147

#2 · Chandrapurcell 4730004976

distance 0.149

#3 · Chandrapurcell 4730008598

distance 0.161

#4 · Chandrapurcell 4730009305

distance 0.167

#5 · Chandrapurcell 4730008523

distance 0.167

#6 · Chandrapurcell 4730009309

distance 0.178

#7 · Chandrapurcell 4730005462

distance 0.181

#8 · Chandrapurcell 4730007782

distance 0.182

#9 · Chandrapurcell 4730009018

distance 0.183

#10 · Chandrapurcell 4730008797

distance 0.183

#11 · Chandrapurcell 4730004789

distance 0.184

#12 · Nagpurcell 4840000277

distance 0.184 · cross-district

#13 · Chandrapurcell 4730007691

distance 0.187

#14 · Nagpurcell 4840000323

distance 0.187 · cross-district

#15 · Chandrapurcell 4730006013

distance 0.191

#16 · Chandrapurcell 4730007986

distance 0.192

#17 · Chandrapurcell 4730004569

distance 0.195

#18 · Wardhacell 4980000275

distance 0.196 · 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":4730009313}}}'

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.