Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000721

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000802

distance 0.084

#2 · Chandrapurcell 4730000644

distance 0.131

#3 · Chandrapurcell 4730001437

distance 0.134

#4 · Chandrapurcell 4730002208

distance 0.142

#5 · Chandrapurcell 4730000908

distance 0.161

#6 · Chandrapurcell 4730002209

distance 0.165

#7 · Chandrapurcell 4730001638

distance 0.168

#8 · Chandrapurcell 4730000480

distance 0.176

#9 · Chandrapurcell 4730002278

distance 0.178

#10 · Chandrapurcell 4730000423

distance 0.182

#11 · Chandrapurcell 4730002725

distance 0.185

#12 · Chandrapurcell 4730000639

distance 0.187

#13 · Chandrapurcell 4730002215

distance 0.193

#14 · Chandrapurcell 4730001548

distance 0.195

#15 · Chandrapurcell 4730001623

distance 0.196

#16 · Chandrapurcell 4730002471

distance 0.2

#17 · Nagpurcell 4840001303

distance 0.204 · cross-district

#18 · Chandrapurcell 4730000743

distance 0.204

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":4730000721}}}'

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.