Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002875

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002425

distance 0.175

#2 · Laturcell 4810006153

distance 0.183 · cross-district

#3 · Beedcell 4700001501

distance 0.198 · cross-district

#4 · Parbhanicell 4890000037

distance 0.204 · cross-district

#5 · Nandedcell 4850001217

distance 0.205

#6 · Nandedcell 4850003069

distance 0.208

#7 · Laturcell 4810006172

distance 0.209 · cross-district

#8 · Parbhanicell 4890000496

distance 0.21 · cross-district

#9 · Parbhanicell 4890000658

distance 0.21 · cross-district

#10 · Laturcell 4810005510

distance 0.214 · cross-district

#11 · Parbhanicell 4890000279

distance 0.215 · cross-district

#12 · Laturcell 4810005863

distance 0.219 · cross-district

#13 · Nandedcell 4850002021

distance 0.221

#14 · Laturcell 4810006154

distance 0.226 · cross-district

#15 · Parbhanicell 4890000053

distance 0.227 · cross-district

#16 · Laturcell 4810005966

distance 0.229 · cross-district

#17 · Parbhanicell 4890001004

distance 0.229 · cross-district

#18 · Nandedcell 4850001783

distance 0.232

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":4850002875}}}'

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.