Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008021

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.061

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008209

distance 0.061

#2 · Beedcell 4700008301

distance 0.075

#3 · Beedcell 4700008119

distance 0.091

#4 · Parbhanicell 4890003728

distance 0.106 · cross-district

#5 · Beedcell 4700008384

distance 0.111

#6 · Beedcell 4700007741

distance 0.112

#7 · Beedcell 4700007276

distance 0.112

#8 · Beedcell 4700007737

distance 0.116

#9 · Beedcell 4700008207

distance 0.121

#10 · Parbhanicell 4890002879

distance 0.121 · cross-district

#11 · Parbhanicell 4890001730

distance 0.122 · cross-district

#12 · Beedcell 4700007369

distance 0.122

#13 · Beedcell 4700007921

distance 0.122

#14 · Parbhanicell 4890002806

distance 0.122 · cross-district

#15 · Beedcell 4700008297

distance 0.123

#16 · Beedcell 4700008115

distance 0.124

#17 · Parbhanicell 4890001900

distance 0.125 · cross-district

#18 · Parbhanicell 4890002469

distance 0.126 · 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":4700008021}}}'

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.