Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005897

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006735

distance 0.076

#2 · Beedcell 4700006035

distance 0.091

#3 · Beedcell 4700005733

distance 0.1

#4 · Beedcell 4700005755

distance 0.109

#5 · Beedcell 4700006712

distance 0.115

#6 · Beedcell 4700006448

distance 0.122

#7 · Beedcell 4700004472

distance 0.122

#8 · Beedcell 4700005588

distance 0.124

#9 · Beedcell 4700004985

distance 0.127

#10 · Beedcell 4700006718

distance 0.134

#11 · Beedcell 4700006579

distance 0.137

#12 · Parbhanicell 4890000440

distance 0.138 · cross-district

#13 · Parbhanicell 4890003858

distance 0.14 · cross-district

#14 · Jalnacell 4790003058

distance 0.141 · cross-district

#15 · Beedcell 4700006322

distance 0.142

#16 · Beedcell 4700005898

distance 0.144

#17 · Beedcell 4700004980

distance 0.146

#18 · Jalnacell 4790001949

distance 0.147 · 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":4700005897}}}'

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.