Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001978

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

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001519

distance 0.085

#2 · Ahmednagarcell 4660001481

distance 0.094 · cross-district

#3 · Beedcell 4700001669

distance 0.112

#4 · Beedcell 4700001230

distance 0.115

#5 · Beedcell 4700000843

distance 0.124

#6 · Beedcell 4700001521

distance 0.124

#7 · Beedcell 4700000842

distance 0.134

#8 · Ahmednagarcell 4660001495

distance 0.136 · cross-district

#9 · Beedcell 4700001667

distance 0.151

#10 · Beedcell 4700001516

distance 0.152

#11 · Beedcell 4700000840

distance 0.152

#12 · Beedcell 4700002312

distance 0.156

#13 · Beedcell 4700001237

distance 0.158

#14 · Beedcell 4700001823

distance 0.163

#15 · Solapurcell 4960005483

distance 0.163 · cross-district

#16 · Beedcell 4700003331

distance 0.165

#17 · Solapurcell 4960012578

distance 0.167 · cross-district

#18 · Beedcell 4700003341

distance 0.168

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":4700001978}}}'

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.