Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003338

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

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003420

distance 0.116

#2 · Nandedcell 4850003168

distance 0.149

#3 · Nandedcell 4850001530

distance 0.156

#4 · Parbhanicell 4890000444

distance 0.172 · cross-district

#5 · Nandedcell 4850002078

distance 0.176

#6 · Parbhanicell 4890000285

distance 0.184 · cross-district

#7 · Laturcell 4810006059

distance 0.187 · cross-district

#8 · Nandedcell 4850001204

distance 0.19

#9 · Nandedcell 4850001208

distance 0.192

#10 · Nandedcell 4850003166

distance 0.193

#11 · Parbhanicell 4890000448

distance 0.197 · cross-district

#12 · Nandedcell 4850001756

distance 0.201

#13 · Nandedcell 4850001209

distance 0.206

#14 · Nandedcell 4850002516

distance 0.206

#15 · Laturcell 4810005954

distance 0.207 · cross-district

#16 · Laturcell 4810005834

distance 0.21 · cross-district

#17 · Parbhanicell 4890000234

distance 0.21 · cross-district

#18 · Beedcell 4700003299

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":4850003338}}}'

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.