Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003443

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003515

distance 0.163

#2 · Parbhanicell 4890002489

distance 0.169

#3 · Parbhanicell 4890002586

distance 0.183

#4 · Parbhanicell 4890002900

distance 0.184

#5 · Chhatrapati Sambhajinagarcell 4690000610

distance 0.184 · cross-district

#6 · Parbhanicell 4890003546

distance 0.187

#7 · Parbhanicell 4890002419

distance 0.192

#8 · Washimcell 4990000447

distance 0.196 · cross-district

#9 · Parbhanicell 4890002335

distance 0.196

#10 · Parbhanicell 4890002829

distance 0.197

#11 · Parbhanicell 4890002391

distance 0.2

#12 · Chhatrapati Sambhajinagarcell 4690000129

distance 0.203 · cross-district

#13 · Parbhanicell 4890002903

distance 0.203

#14 · Chhatrapati Sambhajinagarcell 4690000109

distance 0.206 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002870

distance 0.21 · cross-district

#16 · Parbhanicell 4890002980

distance 0.211

#17 · Chhatrapati Sambhajinagarcell 4690000322

distance 0.211 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003078

distance 0.212 · 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":4890003443}}}'

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.