Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007731

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

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003515

distance 0.136 · cross-district

#2 · Parbhanicell 4890002900

distance 0.153 · cross-district

#3 · Parbhanicell 4890002489

distance 0.157 · cross-district

#4 · Parbhanicell 4890002419

distance 0.162 · cross-district

#5 · Beedcell 4700008463

distance 0.166

#6 · Beedcell 4700007370

distance 0.166

#7 · Parbhanicell 4890003278

distance 0.17 · cross-district

#8 · Beedcell 4700007900

distance 0.178

#9 · Parbhanicell 4890003546

distance 0.18 · cross-district

#10 · Beedcell 4700007366

distance 0.189

#11 · Beedcell 4700005748

distance 0.19

#12 · Beedcell 4700007740

distance 0.192

#13 · Washimcell 4990003193

distance 0.194 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690000109

distance 0.195 · cross-district

#15 · Parbhanicell 4890001266

distance 0.199 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003677

distance 0.202 · cross-district

#17 · Solapurcell 4960005162

distance 0.203 · cross-district

#18 · Washimcell 4990001645

distance 0.203 · 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":4700007731}}}'

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.