Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004563

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007014

distance 0.136

#2 · Chandrapurcell 4730007015

distance 0.138

#3 · Gadchirolicell 4750005251

distance 0.151 · cross-district

#4 · Gadchirolicell 4750005602

distance 0.152 · cross-district

#5 · Gadchirolicell 4750005163

distance 0.156 · cross-district

#6 · Gadchirolicell 4750005338

distance 0.158 · cross-district

#7 · Chandrapurcell 4730006897

distance 0.158

#8 · Gadchirolicell 4750005250

distance 0.161 · cross-district

#9 · Gadchirolicell 4750006983

distance 0.161 · cross-district

#10 · Chandrapurcell 4730007241

distance 0.162

#11 · Gadchirolicell 4750005162

distance 0.162 · cross-district

#12 · Gadchirolicell 4750005425

distance 0.166 · cross-district

#13 · Chandrapurcell 4730007125

distance 0.166

#14 · Gadchirolicell 4750009865

distance 0.167 · cross-district

#15 · Gadchirolicell 4750005337

distance 0.168 · cross-district

#16 · Chandrapurcell 4730004878

distance 0.17

#17 · Gadchirolicell 4750007054

distance 0.17 · cross-district

#18 · Chandrapurcell 4730006783

distance 0.172

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":4730004563}}}'

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.