Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008306

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007397

distance 0.103

#2 · Beedcell 4700007212

distance 0.126

#3 · Beedcell 4700008129

distance 0.132

#4 · Ahmednagarcell 4660008016

distance 0.133 · cross-district

#5 · Ahmednagarcell 4660006978

distance 0.158 · cross-district

#6 · Beedcell 4700008064

distance 0.158

#7 · Beedcell 4700008802

distance 0.158

#8 · Ahmednagarcell 4660008009

distance 0.163 · cross-district

#9 · Ahmednagarcell 4660007561

distance 0.168 · cross-district

#10 · Sanglicell 4930000761

distance 0.171 · cross-district

#11 · Ahmednagarcell 4660005879

distance 0.172 · cross-district

#12 · Ahmednagarcell 4660007119

distance 0.172 · cross-district

#13 · Ahmednagarcell 4660008160

distance 0.176 · cross-district

#14 · Beedcell 4700002498

distance 0.176

#15 · Ahmednagarcell 4660008008

distance 0.177 · cross-district

#16 · Ahmednagarcell 4660001693

distance 0.177 · cross-district

#17 · Beedcell 4700002136

distance 0.177

#18 · Solapurcell 4960000545

distance 0.178 · 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":4700008306}}}'

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.