Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003811

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003627

distance 0.206

#2 · Chandrapurcell 4730003881

distance 0.207

#3 · Chandrapurcell 4730003342

distance 0.216

#4 · Jalgaoncell 4780006534

distance 0.22 · cross-district

#5 · Chandrapurcell 4730003793

distance 0.227

#6 · Chandrapurcell 4730002992

distance 0.234

#7 · Chandrapurcell 4730003692

distance 0.24

#8 · Jalgaoncell 4780006691

distance 0.241 · cross-district

#9 · Chandrapurcell 4730004064

distance 0.249

#10 · Jalgaoncell 4780006532

distance 0.252 · cross-district

#11 · Chandrapurcell 4730004337

distance 0.252

#12 · Chandrapurcell 4730002264

distance 0.254

#13 · Chandrapurcell 4730003678

distance 0.256

#14 · Chandrapurcell 4730003726

distance 0.257

#15 · Gadchirolicell 4750005954

distance 0.261 · cross-district

#16 · Chandrapurcell 4730002932

distance 0.262

#17 · Jalgaoncell 4780006842

distance 0.262 · cross-district

#18 · Solapurcell 4960010056

distance 0.263 · 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":4730003811}}}'

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.