Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002094

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002332

distance 0.151

#2 · Parbhanicell 4890002011

distance 0.158

#3 · Parbhanicell 4890002341

distance 0.158

#4 · Parbhanicell 4890001926

distance 0.164

#5 · Parbhanicell 4890003091

distance 0.167

#6 · Parbhanicell 4890003090

distance 0.169

#7 · Parbhanicell 4890002337

distance 0.169

#8 · Parbhanicell 4890003208

distance 0.171

#9 · Parbhanicell 4890002230

distance 0.172

#10 · Parbhanicell 4890002415

distance 0.177

#11 · Beedcell 4700004486

distance 0.177 · cross-district

#12 · Hingolicell 4770003532

distance 0.18 · cross-district

#13 · Parbhanicell 4890002107

distance 0.181

#14 · Parbhanicell 4890002671

distance 0.184

#15 · Washimcell 4990002109

distance 0.185 · cross-district

#16 · Parbhanicell 4890001731

distance 0.186

#17 · Parbhanicell 4890002355

distance 0.186

#18 · Chhatrapati Sambhajinagarcell 4690000090

distance 0.186 · 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":489,"cluster_id":4890002094}}}'

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.