Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810002829

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002459

distance 0.134

#2 · Laturcell 4810002831

distance 0.147

#3 · Laturcell 4810006163

distance 0.16

#4 · Nandedcell 4850002703

distance 0.167 · cross-district

#5 · Laturcell 4810002643

distance 0.172

#6 · Laturcell 4810002193

distance 0.172

#7 · Laturcell 4810001938

distance 0.174

#8 · Laturcell 4810002460

distance 0.181

#9 · Laturcell 4810002285

distance 0.184

#10 · Laturcell 4810002196

distance 0.184

#11 · Laturcell 4810002283

distance 0.184

#12 · Laturcell 4810002642

distance 0.185

#13 · Laturcell 4810001593

distance 0.185

#14 · Laturcell 4810002371

distance 0.186

#15 · Laturcell 4810001848

distance 0.187

#16 · Laturcell 4810002920

distance 0.188

#17 · Laturcell 4810001849

distance 0.19

#18 · Laturcell 4810002461

distance 0.192

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":4810002829}}}'

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.