Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000597

The MH-36 locality cells most similar to this Nanded 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

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004840

distance 0.121 · cross-district

#2 · Laturcell 4810004046

distance 0.131 · cross-district

#3 · Laturcell 4810004543

distance 0.136 · cross-district

#4 · Nandedcell 4850000329

distance 0.147

#5 · Nandedcell 4850000783

distance 0.147

#6 · Nandedcell 4850000226

distance 0.15

#7 · Nandedcell 4850000363

distance 0.15

#8 · Laturcell 4810004641

distance 0.153 · cross-district

#9 · Nandedcell 4850000565

distance 0.154

#10 · Nandedcell 4850000249

distance 0.158

#11 · Laturcell 4810004444

distance 0.164 · cross-district

#12 · Laturcell 4810003542

distance 0.169 · cross-district

#13 · Nandedcell 4850000365

distance 0.169

#14 · Nandedcell 4850000686

distance 0.171

#15 · Laturcell 4810003433

distance 0.174 · cross-district

#16 · Laturcell 4810004736

distance 0.177 · cross-district

#17 · Nandedcell 4850000735

distance 0.183

#18 · Laturcell 4810004938

distance 0.184 · 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":485,"cluster_id":4850000597}}}'

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.