Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005259

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005258

distance 0.107

#2 · Chandrapurcell 4730005260

distance 0.12

#3 · Chandrapurcell 4730005165

distance 0.121

#4 · Chandrapurcell 4730004683

distance 0.166

#5 · Chandrapurcell 4730005257

distance 0.174

#6 · Chandrapurcell 4730005066

distance 0.18

#7 · Chandrapurcell 4730005164

distance 0.186

#8 · Gadchirolicell 4750010253

distance 0.188 · cross-district

#9 · Chandrapurcell 4730005167

distance 0.191

#10 · Chandrapurcell 4730006004

distance 0.193

#11 · Chandrapurcell 4730003498

distance 0.197

#12 · Gadchirolicell 4750010513

distance 0.197 · cross-district

#13 · Chandrapurcell 4730004670

distance 0.197

#14 · Chandrapurcell 4730005063

distance 0.198

#15 · Chandrapurcell 4730005887

distance 0.203

#16 · Chandrapurcell 4730006122

distance 0.204

#17 · Gadchirolicell 4750010519

distance 0.204 · cross-district

#18 · Gadchirolicell 4750010510

distance 0.205 · 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":4730005259}}}'

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.