Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002144

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001144

distance 0.186

#2 · Chandrapurcell 4730002212

distance 0.19

#3 · Chandrapurcell 4730002143

distance 0.191

#4 · Chandrapurcell 4730002147

distance 0.201

#5 · Chandrapurcell 4730002789

distance 0.204

#6 · Chandrapurcell 4730001899

distance 0.216

#7 · Akolacell 4670002734

distance 0.219 · cross-district

#8 · Chandrapurcell 4730002284

distance 0.221

#9 · Akolacell 4670001948

distance 0.223 · cross-district

#10 · Gadchirolicell 4750006115

distance 0.227 · cross-district

#11 · Parbhanicell 4890000736

distance 0.239 · cross-district

#12 · Chandrapurcell 4730002790

distance 0.239

#13 · Nandedcell 4850004151

distance 0.241 · cross-district

#14 · Chandrapurcell 4730003567

distance 0.242

#15 · Akolacell 4670000708

distance 0.244 · cross-district

#16 · Gadchirolicell 4750006763

distance 0.246 · cross-district

#17 · Chandrapurcell 4730004327

distance 0.246

#18 · Chandrapurcell 4730000962

distance 0.248

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":4730002144}}}'

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.