Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004935

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

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004940

distance 0.153

#2 · Nashikcell 4870007252

distance 0.228 · cross-district

#3 · Beedcell 4700003735

distance 0.237

#4 · Solapurcell 4960000004

distance 0.24 · cross-district

#5 · Ahmednagarcell 4660008539

distance 0.244 · cross-district

#6 · Jalgaoncell 4780009263

distance 0.245 · cross-district

#7 · Beedcell 4700005706

distance 0.245

#8 · Beedcell 4700005227

distance 0.248

#9 · Beedcell 4700005231

distance 0.248

#10 · Sanglicell 4930004143

distance 0.251 · cross-district

#11 · Beedcell 4700005278

distance 0.254

#12 · Nashikcell 4870005776

distance 0.255 · cross-district

#13 · Beedcell 4700003403

distance 0.259

#14 · Beedcell 4700005075

distance 0.262

#15 · Beedcell 4700004931

distance 0.264

#16 · Sanglicell 4930004293

distance 0.264 · cross-district

#17 · Beedcell 4700006133

distance 0.266

#18 · Ahmednagarcell 4660004841

distance 0.267 · 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":4700004935}}}'

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.