Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007653

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007606

distance 0.263

#2 · Yavatmalcell 5000000944

distance 0.277 · cross-district

#3 · Sataracell 4940001575

distance 0.281 · cross-district

#4 · Nandedcell 4850008912

distance 0.295

#5 · Beedcell 4700008466

distance 0.3 · cross-district

#6 · Yavatmalcell 5000001048

distance 0.3 · cross-district

#7 · Nandedcell 4850009091

distance 0.306

#8 · Parbhanicell 4890000403

distance 0.308 · cross-district

#9 · Solapurcell 4960012448

distance 0.31 · cross-district

#10 · Yavatmalcell 5000001113

distance 0.311 · cross-district

#11 · Nandedcell 4850008257

distance 0.311

#12 · Yavatmalcell 5000001269

distance 0.317 · cross-district

#13 · Parbhanicell 4890000184

distance 0.317 · cross-district

#14 · Ahmednagarcell 4660005297

distance 0.322 · cross-district

#15 · Nandedcell 4850008716

distance 0.323

#16 · Nagpurcell 4840007157

distance 0.324 · cross-district

#17 · Beedcell 4700004238

distance 0.324 · cross-district

#18 · Sanglicell 4930003275

distance 0.326 · 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":4850007653}}}'

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.