Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001013

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

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000717

distance 0.14

#2 · Jalnacell 4790000830

distance 0.149 · cross-district

#3 · Nandedcell 4850000586

distance 0.165

#4 · Nandedcell 4850001497

distance 0.168

#5 · Nandedcell 4850001185

distance 0.171

#6 · Jalnacell 4790001240

distance 0.174 · cross-district

#7 · Nandedcell 4850001713

distance 0.177

#8 · Nandedcell 4850001866

distance 0.181

#9 · Nandedcell 4850002030

distance 0.183

#10 · Nandedcell 4850000620

distance 0.183

#11 · Nandedcell 4850001951

distance 0.184

#12 · Beedcell 4700001174

distance 0.185 · cross-district

#13 · Jalnacell 4790001030

distance 0.188 · cross-district

#14 · Washimcell 4990001415

distance 0.19 · cross-district

#15 · Beedcell 4700005730

distance 0.19 · cross-district

#16 · Beedcell 4700004309

distance 0.192 · cross-district

#17 · Beedcell 4700000328

distance 0.193 · cross-district

#18 · Beedcell 4700000492

distance 0.194 · 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":4850001013}}}'

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.