Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002591

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002762

distance 0.141

#2 · Beedcell 4700002590

distance 0.144

#3 · Beedcell 4700002936

distance 0.15

#4 · Beedcell 4700002258

distance 0.157

#5 · Beedcell 4700004255

distance 0.165

#6 · Beedcell 4700003108

distance 0.174

#7 · Beedcell 4700002595

distance 0.18

#8 · Beedcell 4700002422

distance 0.181

#9 · Beedcell 4700001942

distance 0.182

#10 · Beedcell 4700003442

distance 0.188

#11 · Beedcell 4700002763

distance 0.189

#12 · Beedcell 4700002253

distance 0.191

#13 · Beedcell 4700002424

distance 0.191

#14 · Jalgaoncell 4780006708

distance 0.201 · cross-district

#15 · Beedcell 4700002428

distance 0.207

#16 · Beedcell 4700002098

distance 0.207

#17 · Beedcell 4700002423

distance 0.207

#18 · Nandedcell 4850000696

distance 0.212 · 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":4700002591}}}'

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.