Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008102

The MH-36 locality cells most similar to this Beed 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

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008194

distance 0.134

#2 · Beedcell 4700007650

distance 0.161

#3 · Parbhanicell 4890002880

distance 0.171 · cross-district

#4 · Beedcell 4700007560

distance 0.175

#5 · Parbhanicell 4890002224

distance 0.18 · cross-district

#6 · Parbhanicell 4890003049

distance 0.18 · cross-district

#7 · Parbhanicell 4890002794

distance 0.182 · cross-district

#8 · Parbhanicell 4890001646

distance 0.182 · cross-district

#9 · Yavatmalcell 5000001667

distance 0.187 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001502

distance 0.187 · cross-district

#11 · Beedcell 4700008302

distance 0.19

#12 · Parbhanicell 4890002235

distance 0.193 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000516

distance 0.195 · cross-district

#14 · Parbhanicell 4890003199

distance 0.195 · cross-district

#15 · Yavatmalcell 5000002191

distance 0.196 · cross-district

#16 · Yavatmalcell 5000003575

distance 0.197 · cross-district

#17 · Washimcell 4990002611

distance 0.198 · cross-district

#18 · Parbhanicell 4890003287

distance 0.198 · 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":470,"cluster_id":4700008102}}}'

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.