Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002463

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 4 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001753

distance 0.193 · cross-district

#2 · Sanglicell 4930001334

distance 0.207 · cross-district

#3 · Sanglicell 4930001335

distance 0.221 · cross-district

#4 · Ahmednagarcell 4660006187

distance 0.225 · cross-district

#5 · Sanglicell 4930000750

distance 0.232 · cross-district

#6 · Solapurcell 4960005768

distance 0.233 · cross-district

#7 · Sanglicell 4930001328

distance 0.233 · cross-district

#8 · Beedcell 4700007191

distance 0.234

#9 · Sanglicell 4930001456

distance 0.235 · cross-district

#10 · Sanglicell 4930002439

distance 0.236 · cross-district

#11 · Ahmednagarcell 4660007369

distance 0.236 · cross-district

#12 · Sanglicell 4930001615

distance 0.238 · cross-district

#13 · Sanglicell 4930000749

distance 0.24 · cross-district

#14 · Solapurcell 4960006169

distance 0.24 · cross-district

#15 · Sanglicell 4930001214

distance 0.247 · cross-district

#16 · Sanglicell 4930001310

distance 0.249 · cross-district

#17 · Ahmednagarcell 4660006820

distance 0.25 · cross-district

#18 · Ahmednagarcell 4660007517

distance 0.25 · 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":4700002463}}}'

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.