Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007569

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

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007669

distance 0.08

#2 · Ahmednagarcell 4660008324

distance 0.089 · cross-district

#3 · Ahmednagarcell 4660008476

distance 0.09 · cross-district

#4 · Beedcell 4700007402

distance 0.107

#5 · Ahmednagarcell 4660006116

distance 0.12 · cross-district

#6 · Beedcell 4700008475

distance 0.124

#7 · Ahmednagarcell 4660008170

distance 0.133 · cross-district

#8 · Beedcell 4700007570

distance 0.138

#9 · Ahmednagarcell 4660007413

distance 0.139 · cross-district

#10 · Beedcell 4700007879

distance 0.143

#11 · Beedcell 4700008232

distance 0.149

#12 · Beedcell 4700008043

distance 0.152

#13 · Ahmednagarcell 4660007858

distance 0.153 · cross-district

#14 · Beedcell 4700007780

distance 0.157

#15 · Ahmednagarcell 4660006837

distance 0.16 · cross-district

#16 · Ahmednagarcell 4660007123

distance 0.163 · cross-district

#17 · Dharashivcell 4880004169

distance 0.164 · cross-district

#18 · Ahmednagarcell 4660008166

distance 0.164 · 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":4700007569}}}'

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.