Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002181

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003176

distance 0.15

#2 · Chandrapurcell 4730002183

distance 0.157

#3 · Chandrapurcell 4730000709

distance 0.171

#4 · Chandrapurcell 4730003871

distance 0.173

#5 · Chandrapurcell 4730001868

distance 0.173

#6 · Chandrapurcell 4730002112

distance 0.177

#7 · Chandrapurcell 4730001506

distance 0.177

#8 · Chandrapurcell 4730002108

distance 0.179

#9 · Chandrapurcell 4730001141

distance 0.18

#10 · Nagpurcell 4840001290

distance 0.185 · cross-district

#11 · Chandrapurcell 4730002320

distance 0.186

#12 · Chandrapurcell 4730003586

distance 0.187

#13 · Nandedcell 4850000381

distance 0.188 · cross-district

#14 · Chandrapurcell 4730003758

distance 0.189

#15 · Chandrapurcell 4730002175

distance 0.191

#16 · Chandrapurcell 4730001869

distance 0.193

#17 · Nandedcell 4850000346

distance 0.197 · cross-district

#18 · Chandrapurcell 4730004392

distance 0.2

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":4730002181}}}'

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.