Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003382

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003375

distance 0.16

#2 · Parbhanicell 4890002176

distance 0.176

#3 · Parbhanicell 4890002404

distance 0.178

#4 · Parbhanicell 4890003528

distance 0.206

#5 · Chhatrapati Sambhajinagarcell 4690000010

distance 0.207 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000510

distance 0.216 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000652

distance 0.218 · cross-district

#8 · Parbhanicell 4890003405

distance 0.22

#9 · Solapurcell 4960006948

distance 0.223 · cross-district

#10 · Ahmednagarcell 4660010287

distance 0.225 · cross-district

#11 · Parbhanicell 4890002393

distance 0.226

#12 · Yavatmalcell 5000005875

distance 0.226 · cross-district

#13 · Beedcell 4700005686

distance 0.226 · cross-district

#14 · Parbhanicell 4890003386

distance 0.227

#15 · Beedcell 4700006393

distance 0.228 · cross-district

#16 · Beedcell 4700008192

distance 0.232 · cross-district

#17 · Beedcell 4700005052

distance 0.234 · cross-district

#18 · Parbhanicell 4890003460

distance 0.235

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":4890003382}}}'

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.