Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007282

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

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001762

distance 0.156 · cross-district

#2 · Parbhanicell 4890001829

distance 0.197 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000480

distance 0.202 · cross-district

#4 · Beedcell 4700008201

distance 0.204

#5 · Parbhanicell 4890002229

distance 0.209 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000481

distance 0.212 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000791

distance 0.217 · cross-district

#8 · Parbhanicell 4890003174

distance 0.217 · cross-district

#9 · Parbhanicell 4890002889

distance 0.218 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690004157

distance 0.218 · cross-district

#11 · Beedcell 4700004984

distance 0.219

#12 · Chhatrapati Sambhajinagarcell 4690000233

distance 0.22 · cross-district

#13 · Jalnacell 4790001723

distance 0.221 · cross-district

#14 · Yavatmalcell 5000004982

distance 0.222 · cross-district

#15 · Parbhanicell 4890001828

distance 0.223 · cross-district

#16 · Parbhanicell 4890003571

distance 0.225 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001156

distance 0.226 · cross-district

#18 · Beedcell 4700006470

distance 0.227

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":4700007282}}}'

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.