Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004831

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004833

distance 0.123

#2 · Nandedcell 4850000668

distance 0.133 · cross-district

#3 · Beedcell 4700005002

distance 0.135

#4 · Beedcell 4700004652

distance 0.141

#5 · Beedcell 4700008272

distance 0.142

#6 · Jalgaoncell 4780000263

distance 0.143 · cross-district

#7 · Beedcell 4700005167

distance 0.148

#8 · Solapurcell 4960002567

distance 0.156 · cross-district

#9 · Beedcell 4700008181

distance 0.156

#10 · Beedcell 4700008441

distance 0.157

#11 · Buldhanacell 4720001856

distance 0.161 · cross-district

#12 · Dharashivcell 4880001069

distance 0.162 · cross-district

#13 · Beedcell 4700003458

distance 0.163

#14 · Solapurcell 4960003488

distance 0.164 · cross-district

#15 · Beedcell 4700004317

distance 0.164

#16 · Beedcell 4700008356

distance 0.165

#17 · Solapurcell 4960004780

distance 0.166 · cross-district

#18 · Washimcell 4990001223

distance 0.166 · 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":4700004831}}}'

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.