Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003023

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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003162

distance 0.123

#2 · Gadchirolicell 4750008224

distance 0.141 · cross-district

#3 · Chandrapurcell 4730003834

distance 0.152

#4 · Chandrapurcell 4730002952

distance 0.157

#5 · Chandrapurcell 4730008732

distance 0.177

#6 · Gadchirolicell 4750008042

distance 0.184 · cross-district

#7 · Chandrapurcell 4730003833

distance 0.185

#8 · Gadchirolicell 4750008161

distance 0.186 · cross-district

#9 · Chandrapurcell 4730003585

distance 0.188

#10 · Chandrapurcell 4730001653

distance 0.193

#11 · Gadchirolicell 4750010307

distance 0.193 · cross-district

#12 · Chandrapurcell 4730003746

distance 0.194

#13 · Chandrapurcell 4730007685

distance 0.194

#14 · Gadchirolicell 4750011713

distance 0.199 · cross-district

#15 · Gadchirolicell 4750010306

distance 0.205 · cross-district

#16 · Chandrapurcell 4730004310

distance 0.206

#17 · Chandrapurcell 4730003079

distance 0.209

#18 · Chandrapurcell 4730003836

distance 0.209

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":4730003023}}}'

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.