Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000254

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000745

distance 0.122

#2 · Chandrapurcell 4730000956

distance 0.165 · cross-district

#3 · Nandedcell 4850000946

distance 0.167

#4 · Nandedcell 4850001005

distance 0.178

#5 · Nandedcell 4850001651

distance 0.188

#6 · Nandedcell 4850002034

distance 0.189

#7 · Nandedcell 4850000172

distance 0.196

#8 · Nandedcell 4850000642

distance 0.197

#9 · Beedcell 4700004620

distance 0.199 · cross-district

#10 · Nandedcell 4850000287

distance 0.2

#11 · Nandedcell 4850002662

distance 0.2

#12 · Jalgaoncell 4780005952

distance 0.201 · cross-district

#13 · Chandrapurcell 4730001328

distance 0.202 · cross-district

#14 · Nandedcell 4850000397

distance 0.202

#15 · Chandrapurcell 4730002363

distance 0.206 · cross-district

#16 · Nandedcell 4850000880

distance 0.21

#17 · Nandedcell 4850007333

distance 0.211

#18 · Chandrapurcell 4730000619

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":485,"cluster_id":4850000254}}}'

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.