Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003102

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006870

distance 0.242 · cross-district

#2 · Parbhanicell 4890003211

distance 0.244

#3 · Nagpurcell 4840006872

distance 0.246 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690006196

distance 0.251 · cross-district

#5 · Beedcell 4700007459

distance 0.254 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002544

distance 0.255 · cross-district

#7 · Yavatmalcell 5000004880

distance 0.256 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002480

distance 0.265 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000468

distance 0.267 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001488

distance 0.27 · cross-district

#11 · Parbhanicell 4890003306

distance 0.271

#12 · Hingolicell 4770000385

distance 0.274 · cross-district

#13 · Amravaticell 4680006912

distance 0.278 · cross-district

#14 · Yavatmalcell 5000004629

distance 0.278 · cross-district

#15 · Hingolicell 4770001363

distance 0.283 · cross-district

#16 · Nagpurcell 4840006967

distance 0.285 · cross-district

#17 · Dharashivcell 4880002112

distance 0.287 · cross-district

#18 · Nandedcell 4850008091

distance 0.288 · cross-district

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":4890003102}}}'

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.