Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007944

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660006838

distance 0.156 · cross-district

#2 · Beedcell 4700008139

distance 0.162

#3 · Ahmednagarcell 4660007720

distance 0.167 · cross-district

#4 · Beedcell 4700008707

distance 0.172

#5 · Beedcell 4700007194

distance 0.176

#6 · Ahmednagarcell 4660005637

distance 0.183 · cross-district

#7 · Beedcell 4700007840

distance 0.187

#8 · Ahmednagarcell 4660002217

distance 0.188 · cross-district

#9 · Beedcell 4700008545

distance 0.2

#10 · Dharashivcell 4880006126

distance 0.202 · cross-district

#11 · Ahmednagarcell 4660002521

distance 0.207 · cross-district

#12 · Ahmednagarcell 4660005878

distance 0.208 · cross-district

#13 · Beedcell 4700002473

distance 0.208

#14 · Dharashivcell 4880005240

distance 0.209 · cross-district

#15 · Beedcell 4700007584

distance 0.209

#16 · Ahmednagarcell 4660007266

distance 0.209 · cross-district

#17 · Beedcell 4700008065

distance 0.21

#18 · Ahmednagarcell 4660006839

distance 0.211 · 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":4700007944}}}'

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.