Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007477

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008405

distance 0.15

#2 · Ahmednagarcell 4660007715

distance 0.164 · cross-district

#3 · Ahmednagarcell 4660007267

distance 0.165 · cross-district

#4 · Beedcell 4700008646

distance 0.172

#5 · Ahmednagarcell 4660011110

distance 0.183 · cross-district

#6 · Beedcell 4700007934

distance 0.184

#7 · Ahmednagarcell 4660002111

distance 0.189 · cross-district

#8 · Beedcell 4700007488

distance 0.191

#9 · Ahmednagarcell 4660002689

distance 0.197 · cross-district

#10 · Beedcell 4700003164

distance 0.2

#11 · Beedcell 4700007202

distance 0.205

#12 · Dharashivcell 4880004674

distance 0.206 · cross-district

#13 · Beedcell 4700005533

distance 0.207

#14 · Beedcell 4700008401

distance 0.212

#15 · Solapurcell 4960000540

distance 0.212 · cross-district

#16 · Beedcell 4700003193

distance 0.212

#17 · Dharashivcell 4880003575

distance 0.213 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000691

distance 0.213 · 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":4700007477}}}'

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.