Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000923

The MH-36 locality cells most similar to this Parbhani 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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.078

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000864

distance 0.078

#2 · Parbhanicell 4890000922

distance 0.096

#3 · Parbhanicell 4890001098

distance 0.114

#4 · Parbhanicell 4890000983

distance 0.146

#5 · Parbhanicell 4890001040

distance 0.162

#6 · Parbhanicell 4890001112

distance 0.163

#7 · Parbhanicell 4890001237

distance 0.164

#8 · Parbhanicell 4890001430

distance 0.176

#9 · Parbhanicell 4890001424

distance 0.177

#10 · Parbhanicell 4890001044

distance 0.178

#11 · Parbhanicell 4890000919

distance 0.181

#12 · Parbhanicell 4890001164

distance 0.184

#13 · Parbhanicell 4890000869

distance 0.185

#14 · Parbhanicell 4890000933

distance 0.187

#15 · Chhatrapati Sambhajinagarcell 4690007534

distance 0.187 · cross-district

#16 · Parbhanicell 4890000921

distance 0.188

#17 · Chhatrapati Sambhajinagarcell 4690007782

distance 0.192 · cross-district

#18 · Parbhanicell 4890001165

distance 0.197

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":489,"cluster_id":4890000923}}}'

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.