Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003423

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000161

distance 0.142 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690000225

distance 0.165 · cross-district

#3 · Ahmednagarcell 4660001297

distance 0.167 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690003968

distance 0.169 · cross-district

#5 · Parbhanicell 4890001638

distance 0.178

#6 · Dharashivcell 4880005324

distance 0.179 · cross-district

#7 · Parbhanicell 4890002894

distance 0.179

#8 · Beedcell 4700006392

distance 0.179 · cross-district

#9 · Ahmednagarcell 4660009648

distance 0.181 · cross-district

#10 · Solapurcell 4960006009

distance 0.183 · cross-district

#11 · Beedcell 4700007131

distance 0.183 · cross-district

#12 · Parbhanicell 4890000473

distance 0.183

#13 · Jalnacell 4790001806

distance 0.184 · cross-district

#14 · Ahmednagarcell 4660009266

distance 0.187 · cross-district

#15 · Jalnacell 4790001269

distance 0.188 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003175

distance 0.19 · cross-district

#17 · Parbhanicell 4890002983

distance 0.191

#18 · Parbhanicell 4890001409

distance 0.191

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":4890003423}}}'

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.