Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003442

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002334

distance 0.161

#2 · Parbhanicell 4890003466

distance 0.167

#3 · Parbhanicell 4890002344

distance 0.177

#4 · Beedcell 4700009039

distance 0.183 · cross-district

#5 · Parbhanicell 4890002236

distance 0.186

#6 · Parbhanicell 4890002499

distance 0.191

#7 · Parbhanicell 4890002830

distance 0.195

#8 · Ahmednagarcell 4660009301

distance 0.196 · cross-district

#9 · Parbhanicell 4890001658

distance 0.198

#10 · Parbhanicell 4890002256

distance 0.199

#11 · Parbhanicell 4890002903

distance 0.202

#12 · Parbhanicell 4890004266

distance 0.204

#13 · Parbhanicell 4890001854

distance 0.206

#14 · Beedcell 4700000634

distance 0.206 · cross-district

#15 · Ahmednagarcell 4660009303

distance 0.206 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000282

distance 0.207 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000096

distance 0.208 · cross-district

#18 · Parbhanicell 4890002336

distance 0.209

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":4890003442}}}'

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.