Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003208

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002094

distance 0.171

#2 · Beedcell 4700007734

distance 0.193 · cross-district

#3 · Parbhanicell 4890003294

distance 0.201

#4 · Parbhanicell 4890003461

distance 0.204

#5 · Parbhanicell 4890003392

distance 0.211

#6 · Solapurcell 4960005159

distance 0.213 · cross-district

#7 · Ahmednagarcell 4660009475

distance 0.215 · cross-district

#8 · Beedcell 4700005538

distance 0.217 · cross-district

#9 · Parbhanicell 4890003396

distance 0.218

#10 · Parbhanicell 4890002230

distance 0.22

#11 · Beedcell 4700000736

distance 0.22 · cross-district

#12 · Parbhanicell 4890003159

distance 0.221

#13 · Parbhanicell 4890003160

distance 0.222

#14 · Kolhapurcell 4800005830

distance 0.223 · cross-district

#15 · Beedcell 4700008704

distance 0.223 · cross-district

#16 · Chandrapurcell 4730004222

distance 0.223 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001772

distance 0.223 · cross-district

#18 · Parbhanicell 4890002965

distance 0.224

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":4890003208}}}'

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.