Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007023

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006398

distance 0.125

#2 · Beedcell 4700006529

distance 0.128

#3 · Beedcell 4700005826

distance 0.128

#4 · Beedcell 4700005827

distance 0.134

#5 · Parbhanicell 4890003159

distance 0.136 · cross-district

#6 · Beedcell 4700007119

distance 0.148

#7 · Beedcell 4700006796

distance 0.153

#8 · Parbhanicell 4890002491

distance 0.155 · cross-district

#9 · Ahmednagarcell 4660000505

distance 0.158 · cross-district

#10 · Beedcell 4700005980

distance 0.16

#11 · Beedcell 4700005677

distance 0.16

#12 · Beedcell 4700006663

distance 0.161

#13 · Parbhanicell 4890002230

distance 0.161 · cross-district

#14 · Beedcell 4700005382

distance 0.162

#15 · Beedcell 4700006089

distance 0.165

#16 · Beedcell 4700006526

distance 0.166

#17 · Chhatrapati Sambhajinagarcell 4690003180

distance 0.166 · cross-district

#18 · Beedcell 4700006243

distance 0.166

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":4700007023}}}'

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.