Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004439

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

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005125

distance 0.104

#2 · Beedcell 4700003755

distance 0.123

#3 · Beedcell 4700003587

distance 0.128

#4 · Beedcell 4700003588

distance 0.129

#5 · Beedcell 4700003578

distance 0.15

#6 · Buldhanacell 4720005146

distance 0.154 · cross-district

#7 · Beedcell 4700004268

distance 0.156

#8 · Beedcell 4700003427

distance 0.163

#9 · Buldhanacell 4720004714

distance 0.172 · cross-district

#10 · Buldhanacell 4720004931

distance 0.173 · cross-district

#11 · Beedcell 4700004095

distance 0.173

#12 · Beedcell 4700002553

distance 0.179

#13 · Beedcell 4700005124

distance 0.182

#14 · Beedcell 4700001776

distance 0.188

#15 · Beedcell 4700005432

distance 0.192

#16 · Beedcell 4700003248

distance 0.193

#17 · Beedcell 4700004265

distance 0.194

#18 · Beedcell 4700004444

distance 0.195

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":4700004439}}}'

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.