Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005053

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

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004681

distance 0.192

#2 · Chandrapurcell 4730004765

distance 0.197

#3 · Chandrapurcell 4730005257

distance 0.197

#4 · Chandrapurcell 4730007121

distance 0.208

#5 · Chandrapurcell 4730005335

distance 0.212

#6 · Chandrapurcell 4730005066

distance 0.214

#7 · Chandrapurcell 4730004883

distance 0.221

#8 · Chandrapurcell 4730006556

distance 0.221

#9 · Chandrapurcell 4730005258

distance 0.222

#10 · Chandrapurcell 4730005240

distance 0.224

#11 · Gadchirolicell 4750010509

distance 0.226 · cross-district

#12 · Gadchirolicell 4750010917

distance 0.227 · cross-district

#13 · Chandrapurcell 4730005260

distance 0.23

#14 · Chandrapurcell 4730004670

distance 0.236

#15 · Chandrapurcell 4730008530

distance 0.237

#16 · Gadchirolicell 4750010190

distance 0.239 · cross-district

#17 · Amravaticell 4680004717

distance 0.241 · cross-district

#18 · Gadchirolicell 4750010254

distance 0.241 · 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":4730005053}}}'

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.