Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001641

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

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001490

distance 0.185

#2 · Beedcell 4700001494

distance 0.206

#3 · Beedcell 4700002903

distance 0.213

#4 · Beedcell 4700002101

distance 0.217

#5 · Beedcell 4700001644

distance 0.222

#6 · Dharashivcell 4880000777

distance 0.228 · cross-district

#7 · Beedcell 4700001341

distance 0.228

#8 · Beedcell 4700005114

distance 0.229

#9 · Sanglicell 4930004680

distance 0.233 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003901

distance 0.233 · cross-district

#11 · Beedcell 4700003280

distance 0.242

#12 · Laturcell 4810002711

distance 0.251 · cross-district

#13 · Amravaticell 4680003792

distance 0.253 · cross-district

#14 · Laturcell 4810002174

distance 0.254 · cross-district

#15 · Dharashivcell 4880002340

distance 0.259 · cross-district

#16 · Beedcell 4700001472

distance 0.261

#17 · Beedcell 4700002417

distance 0.262

#18 · Jalnacell 4790003525

distance 0.263 · 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":4700001641}}}'

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.