Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004621

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003930

distance 0.084

#2 · Beedcell 4700005473

distance 0.124

#3 · Ahmednagarcell 4660012942

distance 0.13 · cross-district

#4 · Beedcell 4700005328

distance 0.136

#5 · Ahmednagarcell 4660013062

distance 0.137 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001050

distance 0.143 · cross-district

#7 · Beedcell 4700003793

distance 0.148

#8 · Chhatrapati Sambhajinagarcell 4690001059

distance 0.148 · cross-district

#9 · Solapurcell 4960004259

distance 0.157 · cross-district

#10 · Solapurcell 4960005756

distance 0.158 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001957

distance 0.158 · cross-district

#12 · Beedcell 4700005134

distance 0.159

#13 · Chhatrapati Sambhajinagarcell 4690001314

distance 0.159 · cross-district

#14 · Solapurcell 4960003700

distance 0.16 · cross-district

#15 · Jalnacell 4790000448

distance 0.163 · cross-district

#16 · Akolacell 4670000162

distance 0.164 · cross-district

#17 · Beedcell 4700004323

distance 0.165

#18 · Chhatrapati Sambhajinagarcell 4690001774

distance 0.167 · 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":4700004621}}}'

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.