Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002721

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

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003003

distance 0.109

#2 · Parbhanicell 4890003169

distance 0.123

#3 · Parbhanicell 4890001929

distance 0.125

#4 · Parbhanicell 4890003256

distance 0.138

#5 · Parbhanicell 4890002571

distance 0.149

#6 · Beedcell 4700006255

distance 0.15 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690005133

distance 0.157 · cross-district

#8 · Parbhanicell 4890002158

distance 0.159

#9 · Solapurcell 4960005026

distance 0.161 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003279

distance 0.162 · cross-district

#11 · Parbhanicell 4890002971

distance 0.162

#12 · Chhatrapati Sambhajinagarcell 4690000476

distance 0.163 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690004056

distance 0.165 · cross-district

#14 · Parbhanicell 4890001666

distance 0.165

#15 · Chhatrapati Sambhajinagarcell 4690000776

distance 0.165 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690004788

distance 0.167 · cross-district

#17 · Jalnacell 4790004366

distance 0.168 · cross-district

#18 · Parbhanicell 4890003058

distance 0.168

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":4890002721}}}'

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.