Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006315

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006394

distance 0.165

#2 · Bhandaracell 4710000114

distance 0.166 · cross-district

#3 · Chandrapurcell 4730005354

distance 0.168

#4 · Chandrapurcell 4730006847

distance 0.171

#5 · Chandrapurcell 4730007234

distance 0.172

#6 · Amravaticell 4680007224

distance 0.174 · cross-district

#7 · Wardhacell 4980000543

distance 0.175 · cross-district

#8 · Chandrapurcell 4730003648

distance 0.178

#9 · Chandrapurcell 4730006552

distance 0.181

#10 · Chandrapurcell 4730003428

distance 0.183

#11 · Wardhacell 4980001013

distance 0.183 · cross-district

#12 · Wardhacell 4980000544

distance 0.188 · cross-district

#13 · Chandrapurcell 4730005240

distance 0.189

#14 · Chandrapurcell 4730004859

distance 0.19

#15 · Chandrapurcell 4730007289

distance 0.19

#16 · Chandrapurcell 4730008142

distance 0.19

#17 · Chandrapurcell 4730005987

distance 0.191

#18 · Chandrapurcell 4730007932

distance 0.193

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":4730006315}}}'

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.