Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003202

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000073

distance 0.184 · cross-district

#2 · Jalnacell 4790000170

distance 0.214 · cross-district

#3 · Beedcell 4700007375

distance 0.219 · cross-district

#4 · Ahmednagarcell 4660005297

distance 0.221 · cross-district

#5 · Jalnacell 4790000289

distance 0.223 · cross-district

#6 · Beedcell 4700009056

distance 0.24 · cross-district

#7 · Jalnacell 4790000589

distance 0.242 · cross-district

#8 · Beedcell 4700000918

distance 0.243 · cross-district

#9 · Parbhanicell 4890003417

distance 0.243

#10 · Parbhanicell 4890001739

distance 0.245

#11 · Parbhanicell 4890001817

distance 0.248

#12 · Parbhanicell 4890003121

distance 0.249

#13 · Chhatrapati Sambhajinagarcell 4690000354

distance 0.251 · cross-district

#14 · Beedcell 4700007734

distance 0.253 · cross-district

#15 · Parbhanicell 4890003564

distance 0.253

#16 · Parbhanicell 4890003545

distance 0.262

#17 · Chhatrapati Sambhajinagarcell 4690000715

distance 0.265 · cross-district

#18 · Jalgaoncell 4780002014

distance 0.267 · 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":4890003202}}}'

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.