Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002462

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660008429

distance 0.214 · cross-district

#2 · Beedcell 4700001518

distance 0.218

#3 · Solapurcell 4960005037

distance 0.221 · cross-district

#4 · Solapurcell 4960012655

distance 0.23 · cross-district

#5 · Sanglicell 4930002917

distance 0.236 · cross-district

#6 · Ahmednagarcell 4660000845

distance 0.236 · cross-district

#7 · Ahmednagarcell 4660009091

distance 0.239 · cross-district

#8 · Ahmednagarcell 4660008428

distance 0.24 · cross-district

#9 · Ahmednagarcell 4660006311

distance 0.242 · cross-district

#10 · Beedcell 4700001985

distance 0.242

#11 · Sanglicell 4930000583

distance 0.247 · cross-district

#12 · Solapurcell 4960006541

distance 0.248 · cross-district

#13 · Ahmednagarcell 4660006070

distance 0.257 · cross-district

#14 · Solapurcell 4960005493

distance 0.26 · cross-district

#15 · Sanglicell 4930000872

distance 0.263 · cross-district

#16 · Beedcell 4700006773

distance 0.263

#17 · Sanglicell 4930000243

distance 0.267 · cross-district

#18 · Ahmednagarcell 4660008280

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":4700002462}}}'

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.