Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003309

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

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003507

distance 0.135

#2 · Parbhanicell 4890003232

distance 0.143

#3 · Parbhanicell 4890002651

distance 0.144

#4 · Beedcell 4700006984

distance 0.152 · cross-district

#5 · Parbhanicell 4890003063

distance 0.153

#6 · Chhatrapati Sambhajinagarcell 4690000192

distance 0.157 · cross-district

#7 · Parbhanicell 4890003228

distance 0.157

#8 · Chhatrapati Sambhajinagarcell 4690000357

distance 0.16 · cross-district

#9 · Parbhanicell 4890003444

distance 0.161

#10 · Chhatrapati Sambhajinagarcell 4690000219

distance 0.162 · cross-district

#11 · Parbhanicell 4890002823

distance 0.167

#12 · Beedcell 4700008203

distance 0.168 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000396

distance 0.17 · cross-district

#14 · Parbhanicell 4890003367

distance 0.17

#15 · Chhatrapati Sambhajinagarcell 4690000191

distance 0.17 · cross-district

#16 · Washimcell 4990002701

distance 0.17 · cross-district

#17 · Hingolicell 4770002019

distance 0.172 · cross-district

#18 · Parbhanicell 4890003508

distance 0.172

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":4890003309}}}'

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.