Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002040

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

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001795

distance 0.117

#2 · Chandrapurcell 4730001254

distance 0.145

#3 · Chandrapurcell 4730006950

distance 0.17

#4 · Jalgaoncell 4780006968

distance 0.175 · cross-district

#5 · Nagpurcell 4840003710

distance 0.175 · cross-district

#6 · Chandrapurcell 4730001534

distance 0.176

#7 · Chandrapurcell 4730002283

distance 0.181

#8 · Jalgaoncell 4780006966

distance 0.184 · cross-district

#9 · Chandrapurcell 4730000972

distance 0.184

#10 · Nagpurcell 4840001913

distance 0.184 · cross-district

#11 · Jalgaoncell 4780004854

distance 0.186 · cross-district

#12 · Nagpurcell 4840003609

distance 0.187 · cross-district

#13 · Chandrapurcell 4730001069

distance 0.188

#14 · Chandrapurcell 4730002059

distance 0.193

#15 · Chandrapurcell 4730002412

distance 0.194

#16 · Chandrapurcell 4730001257

distance 0.196

#17 · Nagpurcell 4840001816

distance 0.197 · cross-district

#18 · Nagpurcell 4840003809

distance 0.197 · 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":4730002040}}}'

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.