Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008467

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008625

distance 0.155

#2 · Beedcell 4700008921

distance 0.191 · cross-district

#3 · Nandedcell 4850008564

distance 0.197

#4 · Nandedcell 4850008798

distance 0.199

#5 · Beedcell 4700008646

distance 0.2 · cross-district

#6 · Beedcell 4700007488

distance 0.203 · cross-district

#7 · Beedcell 4700007960

distance 0.205 · cross-district

#8 · Washimcell 4990001844

distance 0.215 · cross-district

#9 · Beedcell 4700008405

distance 0.216 · cross-district

#10 · Beedcell 4700007015

distance 0.216 · cross-district

#11 · Washimcell 4990001372

distance 0.217 · cross-district

#12 · Nandedcell 4850008936

distance 0.221

#13 · Beedcell 4700007956

distance 0.221 · cross-district

#14 · Nandedcell 4850008806

distance 0.221

#15 · Nandedcell 4850003280

distance 0.224

#16 · Jalnacell 4790001048

distance 0.224 · cross-district

#17 · Buldhanacell 4720002283

distance 0.224 · cross-district

#18 · Beedcell 4700008430

distance 0.224 · 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":4850008467}}}'

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.