Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002336

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

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003195

distance 0.144

#2 · Ahmednagarcell 4660002701

distance 0.154 · cross-district

#3 · Dharashivcell 4880004410

distance 0.186 · cross-district

#4 · Dharashivcell 4880005252

distance 0.193 · cross-district

#5 · Beedcell 4700002320

distance 0.207

#6 · Beedcell 4700001981

distance 0.209

#7 · Beedcell 4700002644

distance 0.216

#8 · Beedcell 4700001243

distance 0.22

#9 · Dharashivcell 4880005529

distance 0.22 · cross-district

#10 · Beedcell 4700002139

distance 0.225

#11 · Dharashivcell 4880005436

distance 0.229 · cross-district

#12 · Ahmednagarcell 4660002212

distance 0.235 · cross-district

#13 · Beedcell 4700002471

distance 0.239

#14 · Dharashivcell 4880004889

distance 0.242 · cross-district

#15 · Ahmednagarcell 4660001809

distance 0.247 · cross-district

#16 · Beedcell 4700002151

distance 0.249

#17 · Dharashivcell 4880006047

distance 0.251 · cross-district

#18 · Beedcell 4700008060

distance 0.252

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":4700002336}}}'

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.