Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003188

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690001917

distance 0.203 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690002313

distance 0.206 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690002109

distance 0.207 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690002420

distance 0.219 · cross-district

#5 · Jalgaoncell 4780002251

distance 0.219 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002009

distance 0.22 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000364

distance 0.221 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690000324

distance 0.221 · cross-district

#9 · Parbhanicell 4890001954

distance 0.223

#10 · Parbhanicell 4890002772

distance 0.229

#11 · Chhatrapati Sambhajinagarcell 4690002011

distance 0.23 · cross-district

#12 · Parbhanicell 4890001955

distance 0.232

#13 · Chhatrapati Sambhajinagarcell 4690002209

distance 0.234 · cross-district

#14 · Jalnacell 4790000445

distance 0.238 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000401

distance 0.24 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002107

distance 0.241 · cross-district

#17 · Nagpurcell 4840003951

distance 0.241 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000360

distance 0.241 · 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":4890003188}}}'

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.