Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005087

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002040

distance 0.221 · cross-district

#2 · Dharashivcell 4880001959

distance 0.221 · cross-district

#3 · Beedcell 4700001562

distance 0.233

#4 · Beedcell 4700006501

distance 0.235

#5 · Beedcell 4700003721

distance 0.237

#6 · Beedcell 4700003558

distance 0.242

#7 · Dharashivcell 4880004307

distance 0.243 · cross-district

#8 · Laturcell 4810003174

distance 0.243 · cross-district

#9 · Beedcell 4700008951

distance 0.251

#10 · Jalgaoncell 4780000295

distance 0.252 · cross-district

#11 · Sataracell 4940001484

distance 0.252 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690004883

distance 0.253 · cross-district

#13 · Beedcell 4700005246

distance 0.253

#14 · Beedcell 4700006258

distance 0.255

#15 · Dharashivcell 4880000740

distance 0.258 · cross-district

#16 · Beedcell 4700007208

distance 0.261

#17 · Beedcell 4700002021

distance 0.261

#18 · Solapurcell 4960004256

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":4700005087}}}'

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.