Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003003

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

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002721

distance 0.109

#2 · Parbhanicell 4890001929

distance 0.116

#3 · Parbhanicell 4890003256

distance 0.131

#4 · Parbhanicell 4890002854

distance 0.142

#5 · Parbhanicell 4890003169

distance 0.144

#6 · Chhatrapati Sambhajinagarcell 4690004788

distance 0.144 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000776

distance 0.148 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002462

distance 0.149 · cross-district

#9 · Beedcell 4700007926

distance 0.153 · cross-district

#10 · Parbhanicell 4890002571

distance 0.154

#11 · Chhatrapati Sambhajinagarcell 4690005133

distance 0.156 · cross-district

#12 · Jalnacell 4790000134

distance 0.159 · cross-district

#13 · Parbhanicell 4890002567

distance 0.166

#14 · Parbhanicell 4890002157

distance 0.168

#15 · Parbhanicell 4890002396

distance 0.169

#16 · Parbhanicell 4890002971

distance 0.169

#17 · Parbhanicell 4890002313

distance 0.171

#18 · Parbhanicell 4890001677

distance 0.176

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":4890003003}}}'

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.