Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001313

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

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001134

distance 0.101

#2 · Chandrapurcell 4730001399

distance 0.127

#3 · Chandrapurcell 4730001310

distance 0.133

#4 · Chandrapurcell 4730000772

distance 0.143

#5 · Chandrapurcell 4730000773

distance 0.168

#6 · Nagpurcell 4840006920

distance 0.179 · cross-district

#7 · Chandrapurcell 4730001495

distance 0.184

#8 · Chandrapurcell 4730002555

distance 0.184

#9 · Chandrapurcell 4730000843

distance 0.193

#10 · Chandrapurcell 4730000698

distance 0.201

#11 · Chandrapurcell 4730001499

distance 0.202

#12 · Nagpurcell 4840008278

distance 0.204 · cross-district

#13 · Chandrapurcell 4730001490

distance 0.205

#14 · Chandrapurcell 4730000616

distance 0.205

#15 · Chandrapurcell 4730001493

distance 0.206

#16 · Yavatmalcell 5000001846

distance 0.206 · cross-district

#17 · Chandrapurcell 4730002008

distance 0.206

#18 · Chandrapurcell 4730002023

distance 0.208

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":4730001313}}}'

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.