Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002021

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

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001562

distance 0.202

#2 · Beedcell 4700006107

distance 0.232

#3 · Chhatrapati Sambhajinagarcell 4690004883

distance 0.236 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000655

distance 0.248 · cross-district

#5 · Beedcell 4700007399

distance 0.253

#6 · Beedcell 4700006258

distance 0.258

#7 · Beedcell 4700005087

distance 0.261

#8 · Nandedcell 4850000163

distance 0.263 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000863

distance 0.264 · cross-district

#10 · Beedcell 4700006501

distance 0.264

#11 · Dharashivcell 4880006297

distance 0.265 · cross-district

#12 · Beedcell 4700001571

distance 0.272

#13 · Dharashivcell 4880002074

distance 0.274 · cross-district

#14 · Dharashivcell 4880002109

distance 0.275 · cross-district

#15 · Dharashivcell 4880004829

distance 0.284 · cross-district

#16 · Parbhanicell 4890001118

distance 0.284 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000717

distance 0.287 · cross-district

#18 · Kolhapurcell 4800004054

distance 0.287 · 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":4700002021}}}'

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.