Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008073

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008256

distance 0.158

#2 · Chandrapurcell 4730004194

distance 0.184

#3 · Chandrapurcell 4730007769

distance 0.185

#4 · Chandrapurcell 4730004018

distance 0.198

#5 · Chandrapurcell 4730008652

distance 0.199

#6 · Chandrapurcell 4730008512

distance 0.201

#7 · Chandrapurcell 4730007550

distance 0.201

#8 · Chandrapurcell 4730003220

distance 0.212

#9 · Chandrapurcell 4730008522

distance 0.214

#10 · Chandrapurcell 4730009221

distance 0.219

#11 · Chandrapurcell 4730007351

distance 0.219

#12 · Nagpurcell 4840001085

distance 0.222 · cross-district

#13 · Nagpurcell 4840000821

distance 0.227 · cross-district

#14 · Chandrapurcell 4730007767

distance 0.227

#15 · Chandrapurcell 4730003665

distance 0.228

#16 · Bhandaracell 4710000568

distance 0.228 · cross-district

#17 · Chandrapurcell 4730009312

distance 0.229

#18 · Yavatmalcell 5000007800

distance 0.23 · 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":4730008073}}}'

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.