Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810002001

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004362

distance 0.12

#2 · Laturcell 4810002175

distance 0.144

#3 · Laturcell 4810002531

distance 0.153

#4 · Laturcell 4810003023

distance 0.171

#5 · Kolhapurcell 4800004946

distance 0.172 · cross-district

#6 · Beedcell 4700000274

distance 0.172 · cross-district

#7 · Dharashivcell 4880004557

distance 0.177 · cross-district

#8 · Laturcell 4810004052

distance 0.177

#9 · Laturcell 4810004830

distance 0.18

#10 · Laturcell 4810002911

distance 0.182

#11 · Laturcell 4810002898

distance 0.183

#12 · Laturcell 4810002389

distance 0.183

#13 · Washimcell 4990001770

distance 0.185 · cross-district

#14 · Laturcell 4810002348

distance 0.186

#15 · Sanglicell 4930002394

distance 0.187 · cross-district

#16 · Laturcell 4810001265

distance 0.187

#17 · Laturcell 4810004835

distance 0.188

#18 · Laturcell 4810004145

distance 0.189

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":4810002001}}}'

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.