Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003021

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005029

distance 0.141

#2 · Nandedcell 4850000562

distance 0.172 · cross-district

#3 · Laturcell 4810002094

distance 0.176

#4 · Laturcell 4810003632

distance 0.176

#5 · Laturcell 4810004139

distance 0.182

#6 · Laturcell 4810003637

distance 0.186

#7 · Laturcell 4810003017

distance 0.188

#8 · Laturcell 4810002173

distance 0.191

#9 · Laturcell 4810002529

distance 0.199

#10 · Laturcell 4810004929

distance 0.199

#11 · Laturcell 4810000459

distance 0.199

#12 · Laturcell 4810004536

distance 0.2

#13 · Laturcell 4810003227

distance 0.201

#14 · Laturcell 4810005365

distance 0.203

#15 · Laturcell 4810002170

distance 0.205

#16 · Laturcell 4810004045

distance 0.207

#17 · Laturcell 4810002453

distance 0.21

#18 · Kolhapurcell 4800004104

distance 0.211 · cross-district

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":4810003021}}}'

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.