Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004587

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001185

distance 0.206 · cross-district

#2 · Laturcell 4810006074

distance 0.222 · cross-district

#3 · Nandedcell 4850001092

distance 0.253

#4 · Laturcell 4810005835

distance 0.254 · cross-district

#5 · Parbhanicell 4890000803

distance 0.256 · cross-district

#6 · Nandedcell 4850002624

distance 0.264

#7 · Nandedcell 4850002531

distance 0.272

#8 · Nandedcell 4850001544

distance 0.274

#9 · Dharashivcell 4880005451

distance 0.283 · cross-district

#10 · Dharashivcell 4880003440

distance 0.287 · cross-district

#11 · Nandedcell 4850003341

distance 0.287

#12 · Chhatrapati Sambhajinagarcell 4690000448

distance 0.297 · cross-district

#13 · Laturcell 4810005828

distance 0.302 · cross-district

#14 · Ahmednagarcell 4660009808

distance 0.311 · cross-district

#15 · Parbhanicell 4890001246

distance 0.311 · cross-district

#16 · Dharashivcell 4880004058

distance 0.312 · cross-district

#17 · Ahmednagarcell 4660009111

distance 0.313 · cross-district

#18 · Nandedcell 4850003801

distance 0.314

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":4850004587}}}'

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.