Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003023

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

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002926

distance 0.115

#2 · Nandedcell 4850002835

distance 0.139

#3 · Nandedcell 4850003383

distance 0.148

#4 · Nandedcell 4850003022

distance 0.155

#5 · Nandedcell 4850004011

distance 0.161

#6 · Akolacell 4670002189

distance 0.164 · cross-district

#7 · Nandedcell 4850003213

distance 0.165

#8 · Akolacell 4670000365

distance 0.166 · cross-district

#9 · Akolacell 4670000410

distance 0.169 · cross-district

#10 · Akolacell 4670000780

distance 0.169 · cross-district

#11 · Akolacell 4670000231

distance 0.172 · cross-district

#12 · Nandedcell 4850000547

distance 0.176

#13 · Akolacell 4670001207

distance 0.178 · cross-district

#14 · Nandedcell 4850002927

distance 0.178

#15 · Akolacell 4670001247

distance 0.183 · cross-district

#16 · Nandedcell 4850001124

distance 0.189

#17 · Akolacell 4670000763

distance 0.193 · cross-district

#18 · Akolacell 4670000906

distance 0.195 · 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":4850003023}}}'

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.