Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810005321

The MH-36 locality cells most similar to this Latur 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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005320

distance 0.087

#2 · Laturcell 4810004606

distance 0.128

#3 · Laturcell 4810004301

distance 0.143

#4 · Laturcell 4810004505

distance 0.145

#5 · Laturcell 4810003699

distance 0.145

#6 · Laturcell 4810005234

distance 0.146

#7 · Laturcell 4810003488

distance 0.176

#8 · Laturcell 4810003291

distance 0.178

#9 · Laturcell 4810005166

distance 0.18

#10 · Laturcell 4810004302

distance 0.183

#11 · Laturcell 4810005061

distance 0.184

#12 · Laturcell 4810005707

distance 0.186

#13 · Laturcell 4810003499

distance 0.187

#14 · Laturcell 4810003295

distance 0.191

#15 · Laturcell 4810005062

distance 0.191

#16 · Laturcell 4810003598

distance 0.199

#17 · Laturcell 4810004798

distance 0.201

#18 · Laturcell 4810005238

distance 0.201

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":481,"cluster_id":4810005321}}}'

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.