Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005247

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004677

distance 0.125

#2 · Chandrapurcell 4730005346

distance 0.136

#3 · Chandrapurcell 4730005058

distance 0.149

#4 · Chandrapurcell 4730005158

distance 0.151

#5 · Chandrapurcell 4730007239

distance 0.161

#6 · Chandrapurcell 4730006872

distance 0.18

#7 · Bhandaracell 4710000600

distance 0.196 · cross-district

#8 · Chandrapurcell 4730005159

distance 0.196

#9 · Gadchirolicell 4750010589

distance 0.202 · cross-district

#10 · Chandrapurcell 4730005351

distance 0.202

#11 · Gadchirolicell 4750010179

distance 0.203 · cross-district

#12 · Gadchirolicell 4750010377

distance 0.207 · cross-district

#13 · Chandrapurcell 4730005466

distance 0.208

#14 · Chandrapurcell 4730004478

distance 0.209

#15 · Chandrapurcell 4730007359

distance 0.216

#16 · Bhandaracell 4710000250

distance 0.217 · cross-district

#17 · Gadchirolicell 4750011455

distance 0.218 · cross-district

#18 · Gadchirolicell 4750010180

distance 0.218 · 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":4730005247}}}'

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.