Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003775

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003719

distance 0.136

#2 · Wardhacell 4980003532

distance 0.163 · cross-district

#3 · Parbhanicell 4890004158

distance 0.17

#4 · Nagpurcell 4840004160

distance 0.177 · cross-district

#5 · Parbhanicell 4890003823

distance 0.181

#6 · Parbhanicell 4890001946

distance 0.181

#7 · Parbhanicell 4890004084

distance 0.182

#8 · Akolacell 4670000867

distance 0.183 · cross-district

#9 · Parbhanicell 4890003787

distance 0.192

#10 · Chhatrapati Sambhajinagarcell 4690002707

distance 0.194 · cross-district

#11 · Parbhanicell 4890003769

distance 0.195

#12 · Chhatrapati Sambhajinagarcell 4690003310

distance 0.195 · cross-district

#13 · Beedcell 4700005725

distance 0.195 · cross-district

#14 · Amravaticell 4680001505

distance 0.198 · cross-district

#15 · Beedcell 4700005582

distance 0.199 · cross-district

#16 · Nagpurcell 4840003460

distance 0.201 · cross-district

#17 · Parbhanicell 4890003706

distance 0.202

#18 · Parbhanicell 4890004175

distance 0.203

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":4890003775}}}'

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.